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ORCIDBibTeX records: Hisashi Kashima
@article{DBLP:journals/ml/HaradaK24,
author = {Shonosuke Harada and
Hisashi Kashima},
title = {InfoCEVAE: treatment effect estimation with hidden confounding variables
matching},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1799--1817},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06246-0},
doi = {10.1007/S10994-022-06246-0},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HaradaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangK24,
author = {Guoxi Zhang and
Hisashi Kashima},
title = {Learning state importance for preference-based reinforcement learning},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1885--1901},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06295-5},
doi = {10.1007/S10994-022-06295-5},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10160,
author = {Guoxi Zhang and
Han Bao and
Hisashi Kashima},
title = {Online Policy Learning from Offline Preferences},
journal = {CoRR},
volume = {abs/2403.10160},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10160},
doi = {10.48550/ARXIV.2403.10160},
eprinttype = {arXiv},
eprint = {2403.10160},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19075,
author = {Ryota Maruo and
Hisashi Kashima},
title = {Efficient Preference Elicitation in Iterative Combinatorial Auctions
with Many Participants},
journal = {CoRR},
volume = {abs/2403.19075},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19075},
doi = {10.48550/ARXIV.2403.19075},
eprinttype = {arXiv},
eprint = {2403.19075},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChikaharaSFK23,
author = {Yoichi Chikahara and
Shinsaku Sakaue and
Akinori Fujino and
Hisashi Kashima},
title = {Making individually fair predictions with causal pathways},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {4},
pages = {1327--1373},
year = {2023},
url = {https://doi.org/10.1007/s10618-022-00885-6},
doi = {10.1007/S10618-022-00885-6},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChikaharaSFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangK23,
author = {Guoxi Zhang and
Hisashi Kashima},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Behavior Estimation from Multi-Source Data for Offline Reinforcement
Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11201--11209},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26326},
doi = {10.1609/AAAI.V37I9.26326},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/UedaTK23,
author = {Ryosuke Ueda and
Koh Takeuchi and
Hisashi Kashima},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Mitigating Voter Attribute Bias for Fair Opinion Aggregation},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {170--180},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604660},
doi = {10.1145/3600211.3604660},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/UedaTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YamaguchiUK23,
author = {Akihiro Yamaguchi and
Ken Ueno and
Hisashi Kashima},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Time-series Shapelets with Learnable Lengths},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2866--2876},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615082},
doi = {10.1145/3583780.3615082},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YamaguchiUK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YoshimuraK23,
author = {Kosuke Yoshimura and
Hisashi Kashima},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {Label Selection Approach to Learning from Crowds},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {VIII}},
series = {Communications in Computer and Information Science},
volume = {1962},
pages = {207--221},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8132-8\_16},
doi = {10.1007/978-981-99-8132-8\_16},
timestamp = {Mon, 27 Nov 2023 17:04:19 +0100},
biburl = {https://dblp.org/rec/conf/iconip/YoshimuraK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TakeuchiNKO23,
author = {Koh Takeuchi and
Ryo Nishida and
Hisashi Kashima and
Masaki Onishi},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Causal Effect Estimation on Hierarchical Spatial Graph Data},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2145--2154},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599269},
doi = {10.1145/3580305.3599269},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TakeuchiNKO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShirakamiKTK23,
author = {Ryu Shirakami and
Toshiya Kitahara and
Koh Takeuchi and
Hisashi Kashima},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {QTNet: Theory-based Queue Length Prediction for Urban Traffic},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4832--4841},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599890},
doi = {10.1145/3580305.3599890},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShirakamiKTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YamaguchiCKKK23,
author = {Shin'ya Yamaguchi and
Daiki Chijiwa and
Sekitoshi Kanai and
Atsutoshi Kumagai and
Hisashi Kashima},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Regularizing Neural Networks with Meta-Learning Generative Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/572cd21bd5dea96b065476b77d21b3c6-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YamaguchiCKKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinZLBTK23,
author = {Xiaofeng Lin and
Guoxi Zhang and
Xiaotian Lu and
Han Bao and
Koh Takeuchi and
Hisashi Kashima},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Estimating Treatment Effects Under Heterogeneous Interference},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {576--592},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_34},
doi = {10.1007/978-3-031-43412-9\_34},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinZLBTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LuLTK23,
author = {Xiaotian Lu and
Jiyi Li and
Koh Takeuchi and
Hisashi Kashima},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Multiview Representation Learning from Crowdsourced Triplet Comparisons},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3827--3836},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583431},
doi = {10.1145/3543507.3583431},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/LuLTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2023-1,
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13935},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33374-3},
doi = {10.1007/978-3-031-33374-3},
isbn = {978-3-031-33373-6},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2023-2,
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13936},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33377-4},
doi = {10.1007/978-3-031-33377-4},
isbn = {978-3-031-33376-7},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2023-3,
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13937},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33380-4},
doi = {10.1007/978-3-031-33380-4},
isbn = {978-3-031-33379-8},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2023-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2023-4,
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13938},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33383-5},
doi = {10.1007/978-3-031-33383-5},
isbn = {978-3-031-33382-8},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2023-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03987,
author = {Xiaotian Lu and
Jiyi Li and
Koh Takeuchi and
Hisashi Kashima},
title = {Multiview Representation Learning from Crowdsourced Triplet Comparisons},
journal = {CoRR},
volume = {abs/2302.03987},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03987},
doi = {10.48550/ARXIV.2302.03987},
eprinttype = {arXiv},
eprint = {2302.03987},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13100,
author = {Ryosuke Ueda and
Koh Takeuchi and
Hisashi Kashima},
title = {Mitigating Observation Biases in Crowdsourced Label Aggregation},
journal = {CoRR},
volume = {abs/2302.13100},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13100},
doi = {10.48550/ARXIV.2302.13100},
eprinttype = {arXiv},
eprint = {2302.13100},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10749,
author = {Ryosuke Ueda and
Koh Takeuchi and
Hisashi Kashima},
title = {Mitigating Voter Attribute Bias for Fair Opinion Aggregation},
journal = {CoRR},
volume = {abs/2307.10749},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10749},
doi = {10.48550/ARXIV.2307.10749},
eprinttype = {arXiv},
eprint = {2307.10749},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13899,
author = {Shin'ya Yamaguchi and
Daiki Chijiwa and
Sekitoshi Kanai and
Atsutoshi Kumagai and
Hisashi Kashima},
title = {Regularizing Neural Networks with Meta-Learning Generative Models},
journal = {CoRR},
volume = {abs/2307.13899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13899},
doi = {10.48550/ARXIV.2307.13899},
eprinttype = {arXiv},
eprint = {2307.13899},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10396,
author = {Kosuke Yoshimura and
Hisashi Kashima},
title = {Label Selection Approach to Learning from Crowds},
journal = {CoRR},
volume = {abs/2308.10396},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10396},
doi = {10.48550/ARXIV.2308.10396},
eprinttype = {arXiv},
eprint = {2308.10396},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12334,
author = {Jill{-}J{\^{e}}nn Vie and
Hisashi Kashima},
title = {Deep Knowledge Tracing is an implicit dynamic multidimensional item
response theory model},
journal = {CoRR},
volume = {abs/2309.12334},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12334},
doi = {10.48550/ARXIV.2309.12334},
eprinttype = {arXiv},
eprint = {2309.12334},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13884,
author = {Xiaofeng Lin and
Guoxi Zhang and
Xiaotian Lu and
Han Bao and
Koh Takeuchi and
Hisashi Kashima},
title = {Estimating Treatment Effects Under Heterogeneous Interference},
journal = {CoRR},
volume = {abs/2309.13884},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13884},
doi = {10.48550/ARXIV.2309.13884},
eprinttype = {arXiv},
eprint = {2309.13884},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TanimotoYTSK22,
author = {Akira Tanimoto and
So Yamada and
Takashi Takenouchi and
Masashi Sugiyama and
Hisashi Kashima},
title = {Improving imbalanced classification using near-miss instances},
journal = {Expert Syst. Appl.},
volume = {201},
pages = {117130},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117130},
doi = {10.1016/J.ESWA.2022.117130},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TanimotoYTSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/SatoYK22,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Poincare: Recommending Publication Venues via Treatment Effect Estimation},
journal = {J. Informetrics},
volume = {16},
number = {2},
pages = {101283},
year = {2022},
url = {https://doi.org/10.1016/j.joi.2022.101283},
doi = {10.1016/J.JOI.2022.101283},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/joi/SatoYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HayashiHK22,
author = {Shogo Hayashi and
Junya Honda and
Hisashi Kashima},
title = {Bayesian optimization with partially specified queries},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1019--1048},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06079-3},
doi = {10.1007/S10994-021-06079-3},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HayashiHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OkawaITKTK22,
author = {Maya Okawa and
Tomoharu Iwata and
Yusuke Tanaka and
Takeshi Kurashima and
Hiroyuki Toda and
Hisashi Kashima},
title = {Context-aware spatio-temporal event prediction via convolutional Hawkes
processes},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {2929--2950},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06136-5},
doi = {10.1007/S10994-022-06136-5},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OkawaITKTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SatoYK22,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Constant Time Graph Neural Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {5},
pages = {92:1--92:31},
year = {2022},
url = {https://doi.org/10.1145/3502733},
doi = {10.1145/3502733},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SatoYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MinnVTK022,
author = {Sein Minn and
Jill{-}J{\^{e}}nn Vie and
Koh Takeuchi and
Hisashi Kashima and
Feida Zhu},
title = {Interpretable Knowledge Tracing: Simple and Efficient Student Modeling
with Causal Relations},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12810--12818},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21560},
doi = {10.1609/AAAI.V36I11.21560},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MinnVTK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/VieRK22,
author = {Jill{-}J{\^{e}}nn Vie and
Tomas Rigaux and
Hisashi Kashima},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Variational Factorization Machines for Preference Elicitation in Large-Scale
Recommender Systems},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5607--5614},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020448},
doi = {10.1109/BIGDATA55660.2022.10020448},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/VieRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SatoYK22,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Twin Papers: {A} Simple Framework of Causal Inference for Citations
via Coupling},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4444--4448},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557716},
doi = {10.1145/3511808.3557716},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SatoYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangLK22,
author = {Guoxi Zhang and
Jiyi Li and
Hisashi Kashima},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Improving Pairwise Rank Aggregation via Querying for Rank Difference},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032454},
doi = {10.1109/DSAA54385.2022.10032454},
timestamp = {Fri, 17 Feb 2023 18:27:26 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YamaguchiUK22,
author = {Akihiro Yamaguchi and
Ken Ueno and
Hisashi Kashima},
title = {Learning Evolvable Time-series Shapelets},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {793--805},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00064},
doi = {10.1109/ICDE53745.2022.00064},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YamaguchiUK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SatoYK22,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Re-evaluating Word Mover's Distance},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19231--19249},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/sato22b.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/SatoYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/UedaTK22,
author = {Ryosuke Ueda and
Koh Takeuchi and
Hisashi Kashima},
title = {Mitigating Observation Biases in Crowdsourced Label Aggregation},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {1171--1177},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956439},
doi = {10.1109/ICPR56361.2022.9956439},
timestamp = {Thu, 01 Dec 2022 13:56:03 +0100},
biburl = {https://dblp.org/rec/conf/icpr/UedaTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TakahashiIKKYYK22,
author = {Hiroshi Takahashi and
Tomoharu Iwata and
Atsutoshi Kumagai and
Sekitoshi Kanai and
Masanori Yamada and
Yuki Yamanaka and
Hisashi Kashima},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Optimal Priors for Task-Invariant Representations in Variational
Autoencoders},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1739--1748},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539291},
doi = {10.1145/3534678.3539291},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TakahashiIKKYYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangK22,
author = {Guoxi Zhang and
Hisashi Kashima},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Batch Reinforcement Learning from Crowds},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {38--51},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_3},
doi = {10.1007/978-3-031-26412-2\_3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiUK22,
author = {Akihiro Yamaguchi and
Ken Ueno and
Hisashi Kashima},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning Time-series Shapelets Enhancing Discriminability},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {190--198},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.22},
doi = {10.1137/1.9781611977172.22},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiUK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChikaharaYK22,
author = {Yoichi Chikahara and
Makoto Yamada and
Hisashi Kashima},
editor = {James Cussens and
Kun Zhang},
title = {Feature selection for discovering distributional treatment effect
modifiers},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {400--410},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/chikahara22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChikaharaYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/jsai/2021,
editor = {Yasufumi Takama and
Naohiro Matsumura and
Katsutoshi Yada and
Mitsunori Matsushita and
Daisuke Katagami and
Akinori Abe and
Hisashi Kashima and
Toshihiro Hiraoka and
Takahiro Uchiya and
Rafal Rzepka},
title = {Advances in Artificial Intelligence - Selected Papers from the Annual
Conference of Japanese Society of Artificial Intelligence, {JSAI}
2021, Virtual Event, Japan, 8-11 June 2021},
series = {Advances in Intelligent Systems and Computing},
volume = {1423},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-96451-1},
doi = {10.1007/978-3-030-96451-1},
isbn = {978-3-030-96450-4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jsai/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12833,
author = {Shin'ya Yamaguchi and
Sekitoshi Kanai and
Atsutoshi Kumagai and
Daiki Chijiwa and
Hisashi Kashima},
title = {Transfer Learning with Pre-trained Conditional Generative Models},
journal = {CoRR},
volume = {abs/2204.12833},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12833},
doi = {10.48550/ARXIV.2204.12833},
eprinttype = {arXiv},
eprint = {2204.12833},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00516,
author = {Yoichi Chikahara and
Makoto Yamada and
Hisashi Kashima},
title = {Feature Selection for Discovering Distributional Treatment Effect
Modifiers},
journal = {CoRR},
volume = {abs/2206.00516},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00516},
doi = {10.48550/ARXIV.2206.00516},
eprinttype = {arXiv},
eprint = {2206.00516},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09862,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Twin Papers: {A} Simple Framework of Causal Inference for Citations
via Coupling},
journal = {CoRR},
volume = {abs/2208.09862},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09862},
doi = {10.48550/ARXIV.2208.09862},
eprinttype = {arXiv},
eprint = {2208.09862},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12324,
author = {Hisashi Kashima and
Satoshi Oyama and
Hiromi Arai and
Junichiro Mori},
title = {Trustworthy Human Computation: {A} Survey},
journal = {CoRR},
volume = {abs/2210.12324},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12324},
doi = {10.48550/ARXIV.2210.12324},
eprinttype = {arXiv},
eprint = {2210.12324},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16078,
author = {Guoxi Zhang and
Hisashi Kashima},
title = {Behavior Estimation from Multi-Source Data for Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2211.16078},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16078},
doi = {10.48550/ARXIV.2211.16078},
eprinttype = {arXiv},
eprint = {2211.16078},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09920,
author = {Jill{-}J{\^{e}}nn Vie and
Tomas Rigaux and
Hisashi Kashima},
title = {Variational Factorization Machines for Preference Elicitation in Large-Scale
Recommender Systems},
journal = {CoRR},
volume = {abs/2212.09920},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09920},
doi = {10.48550/ARXIV.2212.09920},
eprinttype = {arXiv},
eprint = {2212.09920},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DuanK21,
author = {Jiuding Duan and
Hisashi Kashima},
title = {Learning to Rank for Multi-Step Ahead Time-Series Forecasting},
journal = {{IEEE} Access},
volume = {9},
pages = {49372--49386},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3068895},
doi = {10.1109/ACCESS.2021.3068895},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DuanK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChikaharaSFK21,
author = {Yoichi Chikahara and
Shinsaku Sakaue and
Akinori Fujino and
Hisashi Kashima},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Learning Individually Fair Classifier with Path-Specific Causal-Effect
Constraint},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {145--153},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/chikahara21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChikaharaSFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Tanimoto0TK21,
author = {Akira Tanimoto and
Tomoya Sakai and
Takashi Takenouchi and
Hisashi Kashima},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Regret Minimization for Causal Inference on Large Treatment Space},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {946--954},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/tanimoto21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Tanimoto0TK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/TakeuchiNKO21,
author = {Koh Takeuchi and
Ryo Nishida and
Hisashi Kashima and
Masaki Onishi},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Grab the Reins of Crowds: Estimating the Effects of Crowd Movement
Guidance Using Causal Inference},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1290--1298},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1290.pdf},
doi = {10.5555/3463952.3464101},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/TakeuchiNKO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bias/KamishimaABK21,
author = {Toshihiro Kamishima and
Shotaro Akaho and
Yukino Baba and
Hisashi Kashima},
editor = {Ludovico Boratto and
Stefano Faralli and
Mirko Marras and
Giovanni Stilo},
title = {Preliminary Experiments to Examine the Stability of Bias-Aware Techniques},
booktitle = {Advances in Bias and Fairness in Information Retrieval - Second International
Workshop on Algorithmic Bias in Search and Recommendation, {BIAS}
2021, Lucca, Italy, April 1, 2021, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1418},
pages = {25--35},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78818-6\_4},
doi = {10.1007/978-3-030-78818-6\_4},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bias/KamishimaABK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HaradaK21,
author = {Shonosuke Harada and
Hisashi Kashima},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {GraphITE: Estimating Individual Effects of Graph-structured Treatments},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {659--668},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482349},
doi = {10.1145/3459637.3482349},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HaradaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ToyokuniYKY21,
author = {Ayato Toyokuni and
Sho Yokoi and
Hisashi Kashima and
Makoto Yamada},
editor = {Ionut{-}Teodor Sorodoc and
Madhumita Sushil and
Ece Takmaz and
Eneko Agirre},
title = {Computationally Efficient Wasserstein Loss for Structured Labels},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Student Research Workshop,
{EACL} 2021, Online, April 19-23, 2021},
pages = {1--7},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-srw.1},
doi = {10.18653/V1/2021.EACL-SRW.1},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/ToyokuniYKY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LiEK21,
author = {Jiyi Li and
Lucas Ryo Endo and
Hisashi Kashima},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {Label Aggregation for Crowdsourced Triplet Similarity Comparisons},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{VI}},
series = {Communications in Computer and Information Science},
volume = {1517},
pages = {176--185},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92310-5\_21},
doi = {10.1007/978-3-030-92310-5\_21},
timestamp = {Fri, 17 Jun 2022 11:58:27 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LiEK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/NakamuraTKKUHS21,
author = {Shu Nakamura and
Koh Takeuchi and
Hisashi Kashima and
Takeshi Kishikawa and
Takashi Ushio and
Tomoyuki Haga and
Takamitsu Sasaki},
title = {In-Vehicle Network Attack Detection Across Vehicle Models: {A} Supervised-Unsupervised
Hybrid Approach},
booktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,
{ITSC} 2021, Indianapolis, IN, USA, September 19-22, 2021},
pages = {1286--1291},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ITSC48978.2021.9564896},
doi = {10.1109/ITSC48978.2021.9564896},
timestamp = {Wed, 03 Nov 2021 08:38:45 +0100},
biburl = {https://dblp.org/rec/conf/itsc/NakamuraTKKUHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OkawaI0TKK21,
author = {Maya Okawa and
Tomoharu Iwata and
Yusuke Tanaka and
Hiroyuki Toda and
Takeshi Kurashima and
Hisashi Kashima},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic Hawkes Processes for Discovering Time-evolving Communities'
States behind Diffusion Processes},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1276--1286},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467248},
doi = {10.1145/3447548.3467248},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OkawaI0TKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Tanimoto0TK21,
author = {Akira Tanimoto and
Tomoya Sakai and
Takashi Takenouchi and
Hisashi Kashima},
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {Causal Combinatorial Factorization Machines for Set-Wise Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12713},
pages = {498--509},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75765-6\_40},
doi = {10.1007/978-3-030-75765-6\_40},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Tanimoto0TK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PhucTOTTMK21,
author = {Luu Huu Phuc and
Koh Takeuchi and
Seiji Okajima and
Arseny Tolmachev and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Inter-domain Multi-relational Link Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {285--301},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_18},
doi = {10.1007/978-3-030-86520-7\_18},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PhucTOTTMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuTYTOTMK21,
author = {Xiaotian Lu and
Arseny Tolmachev and
Tatsuya Yamamoto and
Koh Takeuchi and
Seiji Okajima and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Crowdsourcing Evaluation of Saliency-Based {XAI} Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {431--446},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_27},
doi = {10.1007/978-3-030-86517-7\_27},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LuTYTOTMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SatoYK21,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Random Features Strengthen Graph Neural Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {333--341},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.38},
doi = {10.1137/1.9781611976700.38},
timestamp = {Sat, 21 Aug 2021 11:46:54 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SatoYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/jsai/2020,
editor = {Katsutoshi Yada and
Daisuke Katagami and
Yasufumi Takama and
Takayuki Ito and
Akinori Abe and
Eri Sato{-}Shimokawara and
Junichiro Mori and
Naohiro Matsumura and
Hisashi Kashima},
title = {Advances in Artificial Intelligence - Selected Papers from the Annual
Conference of Japanese Society of Artificial Intelligence, {JSAI}
2020, Kumamoto-ken, Japan, 9-12 June 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1357},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73113-7},
doi = {10.1007/978-3-030-73113-7},
isbn = {978-3-030-73112-0},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jsai/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00899,
author = {Ayato Toyokuni and
Sho Yokoi and
Hisashi Kashima and
Makoto Yamada},
title = {Computationally Efficient Wasserstein Loss for Structured Labels},
journal = {CoRR},
volume = {abs/2103.00899},
year = {2021},
url = {https://arxiv.org/abs/2103.00899},
eprinttype = {arXiv},
eprint = {2103.00899},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11152,
author = {Maya Okawa and
Tomoharu Iwata and
Yusuke Tanaka and
Hiroyuki Toda and
Takeshi Kurashima and
Hisashi Kashima},
title = {Dynamic Hawkes Processes for Discovering Time-evolving Communities'
States behind Diffusion Processes},
journal = {CoRR},
volume = {abs/2105.11152},
year = {2021},
url = {https://arxiv.org/abs/2105.11152},
eprinttype = {arXiv},
eprint = {2105.11152},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14403,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Re-evaluating Word Mover's Distance},
journal = {CoRR},
volume = {abs/2105.14403},
year = {2021},
url = {https://arxiv.org/abs/2105.14403},
eprinttype = {arXiv},
eprint = {2105.14403},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06171,
author = {Luu Huu Phuc and
Koh Takeuchi and
Seiji Okajima and
Arseny Tolmachev and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
title = {Inter-domain Multi-relational Link Prediction},
journal = {CoRR},
volume = {abs/2106.06171},
year = {2021},
url = {https://arxiv.org/abs/2106.06171},
eprinttype = {arXiv},
eprint = {2106.06171},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00456,
author = {Xiaotian Lu and
Arseny Tolmachev and
Tatsuya Yamamoto and
Koh Takeuchi and
Seiji Okajima and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
title = {Crowdsourcing Evaluation of Saliency-based {XAI} Methods},
journal = {CoRR},
volume = {abs/2107.00456},
year = {2021},
url = {https://arxiv.org/abs/2107.00456},
eprinttype = {arXiv},
eprint = {2107.00456},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04279,
author = {Guoxi Zhang and
Hisashi Kashima},
title = {Batch Reinforcement Learning from Crowds},
journal = {CoRR},
volume = {abs/2111.04279},
year = {2021},
url = {https://arxiv.org/abs/2111.04279},
eprinttype = {arXiv},
eprint = {2111.04279},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11209,
author = {Sein Minn and
Jill{-}J{\^{e}}nn Vie and
Koh Takeuchi and
Hisashi Kashima and
Feida Zhu},
title = {Interpretable Knowledge Tracing: Simple and Efficient Student Modeling
with Causal Relations},
journal = {CoRR},
volume = {abs/2112.11209},
year = {2021},
url = {https://arxiv.org/abs/2112.11209},
eprinttype = {arXiv},
eprint = {2112.11209},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HaradaATBTYK20,
author = {Shonosuke Harada and
Hirotaka Akita and
Masashi Tsubaki and
Yukino Baba and
Ichigaku Takigawa and
Yoshihiro Yamanishi and
Hisashi Kashima},
title = {Dual graph convolutional neural network for predicting chemical networks},
journal = {{BMC} Bioinform.},
volume = {21-S},
number = {3},
pages = {94},
year = {2020},
url = {https://doi.org/10.1186/s12859-020-3378-0},
doi = {10.1186/S12859-020-3378-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/HaradaATBTYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ItoBIK20,
author = {Shun Ito and
Yukino Baba and
Tetsu Isomura and
Hisashi Kashima},
title = {Synthetic accessibility assessment using auxiliary responses},
journal = {Expert Syst. Appl.},
volume = {145},
pages = {113106},
year = {2020},
url = {https://doi.org/10.1016/j.eswa.2019.113106},
doi = {10.1016/J.ESWA.2019.113106},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ItoBIK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PhucTYK20,
author = {Luu Huu Phuc and
Koh Takeuchi and
Makoto Yamada and
Hisashi Kashima},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Simultaneous Link Prediction on Unaligned Networks Using Graph Embedding
and Optimal Transport},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {245--254},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00037},
doi = {10.1109/DSAA49011.2020.00037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PhucTYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KusanoHBK20,
author = {Hitoshi Kusano and
Yuji Horiguchi and
Yukino Baba and
Hisashi Kashima},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Stress Prediction from Head Motion},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {488--495},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00063},
doi = {10.1109/DSAA49011.2020.00063},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KusanoHBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ShiraishiLKY20,
author = {Tatsuya Shiraishi and
Tam Le and
Hisashi Kashima and
Makoto Yamada},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Topological Bayesian Optimization with Persistence Diagrams},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1483--1490},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200255},
doi = {10.3233/FAIA200255},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/ShiraishiLKY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/BabaLK20,
author = {Yukino Baba and
Jiyi Li and
Hisashi Kashima},
editor = {Lora Aroyo and
Elena Simperl},
title = {CrowDEA: Multi-View Idea Prioritization with Crowds},
booktitle = {Proceedings of the Eighth {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2020, Hilversum, The Netherlands (virtual),
October 25-29, 2020},
pages = {23--32},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/hcomp.v8i1.7460},
doi = {10.1609/HCOMP.V8I1.7460},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/BabaLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IdaKFITK20,
author = {Yasutoshi Ida and
Sekitoshi Kanai and
Yasuhiro Fujiwara and
Tomoharu Iwata and
Koh Takeuchi and
Hisashi Kashima},
title = {Fast Deterministic {CUR} Matrix Decomposition with Accuracy Assurance},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4594--4603},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ida20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IdaKFITK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GuDK20,
author = {Yan Gu and
Jiuding Duan and
Hisashi Kashima},
title = {An Intransitivity Model for Matchup and Pairwise Comparison},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {692--698},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412462},
doi = {10.1109/ICPR48806.2021.9412462},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/GuDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiKBK20,
author = {Jiyi Li and
Yasushi Kawase and
Yukino Baba and
Hisashi Kashima},
editor = {Christian Bessiere},
title = {Performance as a Constraint: An Improved Wisdom of Crowds Using Performance
Regularization},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1534--1541},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/213},
doi = {10.24963/IJCAI.2020/213},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiKBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SatoYK20,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fast Unbalanced Optimal Transport on a Tree},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/dba31bb5c75992690f20c2d3b370ec7c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SatoYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaradaK20,
author = {Shonosuke Harada and
Hisashi Kashima},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Counterfactual Propagation for Semi-supervised Individual Treatment
Effect Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12457},
pages = {542--558},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67658-2\_31},
doi = {10.1007/978-3-030-67658-2\_31},
timestamp = {Fri, 26 Feb 2021 14:49:45 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaradaK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01615,
author = {Ryoma Sato and
Marco Cuturi and
Makoto Yamada and
Hisashi Kashima},
title = {Fast and Robust Comparison of Probability Measures in Heterogeneous
Spaces},
journal = {CoRR},
volume = {abs/2002.01615},
year = {2020},
url = {https://arxiv.org/abs/2002.01615},
eprinttype = {arXiv},
eprint = {2002.01615},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03155,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Random Features Strengthen Graph Neural Networks},
journal = {CoRR},
volume = {abs/2002.03155},
year = {2020},
url = {https://arxiv.org/abs/2002.03155},
eprinttype = {arXiv},
eprint = {2002.03155},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05099,
author = {Shonosuke Harada and
Hisashi Kashima},
title = {Counterfactual Propagation for Semi-Supervised Individual Treatment
Effect Estimation},
journal = {CoRR},
volume = {abs/2005.05099},
year = {2020},
url = {https://arxiv.org/abs/2005.05099},
eprinttype = {arXiv},
eprint = {2005.05099},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02703,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Fast Unbalanced Optimal Transport on Tree},
journal = {CoRR},
volume = {abs/2006.02703},
year = {2020},
url = {https://arxiv.org/abs/2006.02703},
eprinttype = {arXiv},
eprint = {2006.02703},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05616,
author = {Akira Tanimoto and
Tomoya Sakai and
Takashi Takenouchi and
Hisashi Kashima},
title = {Regret Minimization for Causal Inference on Large Treatment Space},
journal = {CoRR},
volume = {abs/2006.05616},
year = {2020},
url = {https://arxiv.org/abs/2006.05616},
eprinttype = {arXiv},
eprint = {2006.05616},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02354,
author = {Yukino Baba and
Jiyi Li and
Hisashi Kashima},
title = {CrowDEA: Multi-view Idea Prioritization with Crowds},
journal = {CoRR},
volume = {abs/2008.02354},
year = {2020},
url = {https://arxiv.org/abs/2008.02354},
eprinttype = {arXiv},
eprint = {2008.02354},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08687,
author = {Yang Liu and
Hisashi Kashima},
title = {Chemical Property Prediction Under Experimental Biases},
journal = {CoRR},
volume = {abs/2009.08687},
year = {2020},
url = {https://arxiv.org/abs/2009.08687},
eprinttype = {arXiv},
eprint = {2009.08687},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14061,
author = {Shonosuke Harada and
Hisashi Kashima},
title = {GraphITE: Estimating Individual Effects of Graph-structured Treatments},
journal = {CoRR},
volume = {abs/2009.14061},
year = {2020},
url = {https://arxiv.org/abs/2009.14061},
eprinttype = {arXiv},
eprint = {2009.14061},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09157,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Poincare: Recommending Publication Venues via Treatment Effect Estimation},
journal = {CoRR},
volume = {abs/2010.09157},
year = {2020},
url = {https://arxiv.org/abs/2010.09157},
eprinttype = {arXiv},
eprint = {2010.09157},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VieK19,
author = {Jill{-}J{\^{e}}nn Vie and
Hisashi Kashima},
title = {Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {750--757},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.3301750},
doi = {10.1609/AAAI.V33I01.3301750},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VieK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SatoYK19,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Learning to Sample Hard Instances for Graph Algorithms},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {503--518},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/sato19a.html},
timestamp = {Mon, 18 Nov 2019 16:57:55 +0100},
biburl = {https://dblp.org/rec/conf/acml/SatoYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HayashiKK19,
author = {Shogo Hayashi and
Yoshinobu Kawahara and
Hisashi Kashima},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Active Change-Point Detection},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1017--1032},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/hayashi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HayashiKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SunahaseBK19,
author = {Takeru Sunahase and
Yukino Baba and
Hisashi Kashima},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Probabilistic Modeling of Peer Correction and Peer Assessment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1T9wTZDVZi35QjZRwBX-9pzksIiZw6Jrw},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SunahaseBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YoshimuraIBK19,
author = {Kosuke Yoshimura and
Tomoaki Iwase and
Yukino Baba and
Hisashi Kashima},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Interdependence Model for Multi-label Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {55--68},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_6},
doi = {10.1007/978-3-030-30490-4\_6},
timestamp = {Sat, 19 Oct 2019 20:11:55 +0200},
biburl = {https://dblp.org/rec/conf/icann/YoshimuraIBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SakataBK19,
author = {Yusuke Sakata and
Yukino Baba and
Hisashi Kashima},
title = {Crownn: Human-in-the-loop Network with Crowd-generated Inputs},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {7555--7559},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682321},
doi = {10.1109/ICASSP.2019.8682321},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SakataBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HayashiTK19,
author = {Shogo Hayashi and
Akira Tanimoto and
Hisashi Kashima},
title = {Long-Term Prediction of Small Time-Series Data Using Generalized Distillation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851687},
doi = {10.1109/IJCNN.2019.8851687},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HayashiTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/TanakaYKKHS19,
author = {Daiki Tanaka and
Makoto Yamada and
Hisashi Kashima and
Takeshi Kishikawa and
Tomoyuki Haga and
Takamitsu Sasaki},
title = {In-Vehicle Network Intrusion Detection and Explanation Using Density
Ratio Estimation},
booktitle = {2019 {IEEE} Intelligent Transportation Systems Conference, {ITSC}
2019, Auckland, New Zealand, October 27-30, 2019},
pages = {2238--2243},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ITSC.2019.8917300},
doi = {10.1109/ITSC.2019.8917300},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itsc/TanakaYKKHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/IdaFK19,
author = {Yasutoshi Ida and
Yasuhiro Fujiwara and
Hisashi Kashima},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Fast Sparse Group Lasso},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {1700--1708},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d240e3d38a8882ecad8633c8f9c78c9b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/IdaFK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SatoYK19,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Approximation Ratios of Graph Neural Networks for Combinatorial Problems},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4083--4092},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/635440afdfc39fe37995fed127d7df4f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SatoYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PinotMAKYGA19,
author = {Rafael Pinot and
Laurent Meunier and
Alexandre Araujo and
Hisashi Kashima and
Florian Yger and
C{\'{e}}dric Gouy{-}Pailler and
Jamal Atif},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Theoretical evidence for adversarial robustness through randomization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11838--11848},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/36ab62655fa81ce8735ce7cfdaf7c9e8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PinotMAKYGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HaradaTYK19,
author = {Shonosuke Harada and
Kazuki Taniguchi and
Makoto Yamada and
Hisashi Kashima},
editor = {Marko Tkalcic and
Sole Pera},
title = {Context-Regularized Neural Collaborative Filtering for Game App Recommendation},
booktitle = {Proceedings of {ACM} RecSys 2019 Late-Breaking Results co-located
with the 13th {ACM} Conference on Recommender Systems, RecSys 2019
Late-Breaking Results, Copenhagen, Denmark, September 16-20, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2431},
pages = {16--20},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2431/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/recsys/HaradaTYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TanakaBKO19,
author = {Daiki Tanaka and
Yukino Baba and
Hisashi Kashima and
Yuta Okubo},
title = {Large-scale Driver Identification Using Automobile Driving Data},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {3441--3446},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8914377},
doi = {10.1109/SMC.2019.8914377},
timestamp = {Fri, 06 Dec 2019 14:51:38 +0100},
biburl = {https://dblp.org/rec/conf/smc/TanakaBKO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07868,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Constant Time Graph Neural Networks},
journal = {CoRR},
volume = {abs/1901.07868},
year = {2019},
url = {http://arxiv.org/abs/1901.07868},
eprinttype = {arXiv},
eprint = {1901.07868},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01148,
author = {Rafael Pinot and
Laurent Meunier and
Alexandre Araujo and
Hisashi Kashima and
Florian Yger and
C{\'{e}}dric Gouy{-}Pailler and
Jamal Atif},
title = {Theoretical evidence for adversarial robustness through randomization:
the case of the Exponential family},
journal = {CoRR},
volume = {abs/1902.01148},
year = {2019},
url = {http://arxiv.org/abs/1902.01148},
eprinttype = {arXiv},
eprint = {1902.01148},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09700,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Learning to Find Hard Instances of Graph Problems},
journal = {CoRR},
volume = {abs/1902.09700},
year = {2019},
url = {http://arxiv.org/abs/1902.09700},
eprinttype = {arXiv},
eprint = {1902.09700},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09722,
author = {Tatsuya Shiraishi and
Tam Le and
Hisashi Kashima and
Makoto Yamada},
title = {Topological Bayesian Optimization with Persistence Diagrams},
journal = {CoRR},
volume = {abs/1902.09722},
year = {2019},
url = {http://arxiv.org/abs/1902.09722},
eprinttype = {arXiv},
eprint = {1902.09722},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10261,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
title = {Approximation Ratios of Graph Neural Networks for Combinatorial Problems},
journal = {CoRR},
volume = {abs/1905.10261},
year = {2019},
url = {http://arxiv.org/abs/1905.10261},
eprinttype = {arXiv},
eprint = {1905.10261},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jip/KuwaharaBKKTHUS18,
author = {Takuya Kuwahara and
Yukino Baba and
Hisashi Kashima and
Takeshi Kishikawa and
Jun'ichi Tsurumi and
Tomoyuki Haga and
Yoshihiro Ujiie and
Takamitsu Sasaki and
Hideki Matsushima},
title = {Supervised and Unsupervised Intrusion Detection Based on {CAN} Message
Frequencies for In-vehicle Network},
journal = {J. Inf. Process.},
volume = {26},
pages = {306--313},
year = {2018},
url = {https://doi.org/10.2197/ipsjjip.26.306},
doi = {10.2197/IPSJJIP.26.306},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jip/KuwaharaBKKTHUS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TakahamaBSFK18,
author = {Ryusuke Takahama and
Yukino Baba and
Nobuyuki Shimizu and
Sumio Fujita and
Hisashi Kashima},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive
Modeling},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1619--1626},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11509},
doi = {10.1609/AAAI.V32I1.11509},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TakahamaBSFK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BabaTAOK18,
author = {Yukino Baba and
Tomoumi Takase and
Kyohei Atarashi and
Satoshi Oyama and
Hisashi Kashima},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Data Analysis Competition Platform for Educational Purposes: Lessons
Learned and Future Challenges},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {7887--7892},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11391},
doi = {10.1609/AAAI.V32I1.11391},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BabaTAOK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NaitoBKTF18,
author = {Junpei Naito and
Yukino Baba and
Hisashi Kashima and
Takenori Takaki and
Takuya Funo},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Predictive Modeling of Learning Continuation in Preschool Education
Using Temporal Patterns of Development Tests},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {7934--7940},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11393},
doi = {10.1609/AAAI.V32I1.11393},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NaitoBKTF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SatoKY18,
author = {Ryoma Sato and
Hisashi Kashima and
Takehiro Yamamoto},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Short-Term Precipitation Prediction with Skip-Connected PredNet},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11141},
pages = {373--382},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01424-7\_37},
doi = {10.1007/978-3-030-01424-7\_37},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SatoKY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiBK18,
author = {Jiyi Li and
Yukino Baba and
Hisashi Kashima},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Incorporating Worker Similarity for Label Aggregation in Crowdsourcing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11140},
pages = {596--606},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01421-6\_57},
doi = {10.1007/978-3-030-01421-6\_57},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AkitaNKSMBK18,
author = {Hirotaka Akita and
Kosuke Nakago and
Tomoki Komatsu and
Yohei Sugawara and
Shin{-}ichi Maeda and
Yukino Baba and
Hisashi Kashima},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {BayesGrad: Explaining Predictions of Graph Convolutional Networks},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{V}},
series = {Lecture Notes in Computer Science},
volume = {11305},
pages = {81--92},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04221-9\_8},
doi = {10.1007/978-3-030-04221-9\_8},
timestamp = {Sun, 02 Jun 2019 21:17:55 +0200},
biburl = {https://dblp.org/rec/conf/iconip/AkitaNKSMBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiBK18,
author = {Jiyi Li and
Yukino Baba and
Hisashi Kashima},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Simultaneous Clustering and Ranking from Pairwise Comparisons},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {1554--1560},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/215},
doi = {10.24963/IJCAI.2018/215},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangIK18,
author = {Guoxi Zhang and
Tomoharu Iwata and
Hisashi Kashima},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {On Reducing Dimensionality of Labeled Data Efficiently},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10939},
pages = {77--88},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4\_7},
doi = {10.1007/978-3-319-93040-4\_7},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangIK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KuwaharaBKKTHUS18,
author = {Takuya Kuwahara and
Yukino Baba and
Hisashi Kashima and
Takeshi Kishikawa and
Jun'ichi Tsurumi and
Tomoyuki Haga and
Yoshihiro Ujiie and
Takamitsu Sasaki and
Hideki Matsushima},
editor = {Mohadeseh Ganji and
Lida Rashidi and
Benjamin C. M. Fung and
Can Wang},
title = {Payload-Based Statistical Intrusion Detection for In-Vehicle Networks},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC,
Australia, June 3, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11154},
pages = {186--192},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04503-6\_20},
doi = {10.1007/978-3-030-04503-6\_20},
timestamp = {Mon, 18 Nov 2019 16:29:08 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/KuwaharaBKKTHUS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01985,
author = {Hirotaka Akita and
Kosuke Nakago and
Tomoki Komatsu and
Yohei Sugawara and
Shin{-}ichi Maeda and
Yukino Baba and
Hisashi Kashima},
title = {BayesGrad: Explaining Predictions of Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/1807.01985},
year = {2018},
url = {http://arxiv.org/abs/1807.01985},
eprinttype = {arXiv},
eprint = {1807.01985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02080,
author = {Shonosuke Harada and
Hirotaka Akita and
Masashi Tsubaki and
Yukino Baba and
Ichigaku Takigawa and
Yoshihiro Yamanishi and
Hisashi Kashima},
title = {Dual Convolutional Neural Network for Graph of Graphs Link Prediction},
journal = {CoRR},
volume = {abs/1810.02080},
year = {2018},
url = {http://arxiv.org/abs/1810.02080},
eprinttype = {arXiv},
eprint = {1810.02080},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03388,
author = {Jill{-}J{\^{e}}nn Vie and
Hisashi Kashima},
title = {Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing},
journal = {CoRR},
volume = {abs/1811.03388},
year = {2018},
url = {http://arxiv.org/abs/1811.03388},
eprinttype = {arXiv},
eprint = {1811.03388},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jip/YokoiKK17,
author = {Sho Yokoi and
Hiroshi Kajino and
Hisashi Kashima},
title = {Link Prediction in Sparse Networks by Incidence Matrix Factorization},
journal = {J. Inf. Process.},
volume = {25},
pages = {477--485},
year = {2017},
url = {https://doi.org/10.2197/ipsjjip.25.477},
doi = {10.2197/IPSJJIP.25.477},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jip/YokoiKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunahaseBK17,
author = {Takeru Sunahase and
Yukino Baba and
Hisashi Kashima},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Pairwise {HITS:} Quality Estimation from Pairwise Comparisons in Creator-Evaluator
Crowdsourcing Process},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {977--984},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10634},
doi = {10.1609/AAAI.V31I1.10634},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunahaseBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NoriKYKI17,
author = {Nozomi Nori and
Hisashi Kashima and
Kazuto Yamashita and
Susumu Kunisawa and
Yuichi Imanaka},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Learning Implicit Tasks for Patient-Specific Risk Modeling in {ICU}},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1481--1487},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10766},
doi = {10.1609/AAAI.V31I1.10766},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NoriKYKI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HorituchiBKSKM17,
author = {Yuji Horiguchi and
Yukino Baba and
Hisashi Kashima and
Masahito Suzuki and
Hiroki Kayahara and
Jun Maeno},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4686--4693},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.19095},
doi = {10.1609/AAAI.V31I1.19095},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HorituchiBKSKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiBK17,
author = {Jiyi Li and
Yukino Baba and
Hisashi Kashima},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1069--1078},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132971},
doi = {10.1145/3132847.3132971},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/VieYLCCCK17,
author = {Jill{-}J{\^{e}}nn Vie and
Florian Yger and
Ryan Lahfa and
Basile Clement and
K{\'{e}}vin Cocchi and
Thomas Chalumeau and
Hisashi Kashima},
title = {Using Posters to Recommend Anime and Mangas in a Cold-Start Scenario},
booktitle = {2nd International Workshop on coMics Analysis, Processing, and Understanding,
14th {IAPR} International Conference on Document Analysis and Recognition,
{ICDAR} 2017, Kyoto, Japan, November 9-15, 2017},
pages = {21--26},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICDAR.2017.287},
doi = {10.1109/ICDAR.2017.287},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdar/VieYLCCCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TakeuchiKU17,
author = {Koh Takeuchi and
Hisashi Kashima and
Naonori Ueda},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Autoregressive Tensor Factorization for Spatio-Temporal Predictions},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1105--1110},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.146},
doi = {10.1109/ICDM.2017.146},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TakeuchiKU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YoshimuraBK17,
author = {Kosuke Yoshimura and
Yukino Baba and
Hisashi Kashima},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {Quality Control for Crowdsourced Multi-label Classification Using
RAkEL},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10634},
pages = {64--73},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70087-8\_7},
doi = {10.1007/978-3-319-70087-8\_7},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YoshimuraBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AkitaBKS17,
author = {Hirotaka Akita and
Yukino Baba and
Hisashi Kashima and
Atsuto Seko},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {Atomic Distance Kernel for Material Property Prediction},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10634},
pages = {526--533},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70087-8\_55},
doi = {10.1007/978-3-319-70087-8\_55},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/AkitaBKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DuanLBK17,
author = {Jiuding Duan and
Jiyi Li and
Yukino Baba and
Hisashi Kashima},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {A Generalized Model for Multidimensional Intransitivity},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {840--852},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_65},
doi = {10.1007/978-3-319-57529-2\_65},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/DuanLBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangIK17,
author = {Guoxi Zhang and
Tomoharu Iwata and
Hisashi Kashima},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Robust Multi-view Topic Modeling by Incorporating Detecting Anomalies},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {238--250},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_15},
doi = {10.1007/978-3-319-71246-8\_15},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangIK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiABKM17,
author = {Jiyi Li and
Tomohiro Arai and
Yukino Baba and
Hisashi Kashima and
Shotaro Miwa},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Distributed Multi-task Learning for Sensor Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {657--672},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_40},
doi = {10.1007/978-3-319-71246-8\_40},
timestamp = {Tue, 02 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiABKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/LiK17,
author = {Jiyi Li and
Hisashi Kashima},
editor = {Athman Bouguettaya and
Yunjun Gao and
Andrey Klimenko and
Lu Chen and
Xiangliang Zhang and
Fedor Dzerzhinskiy and
Weijia Jia and
Stanislav V. Klimenko and
Qing Li},
title = {Iterative Reduction Worker Filtering for Crowdsourced Label Aggregation},
booktitle = {Web Information Systems Engineering - {WISE} 2017 - 18th International
Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {10570},
pages = {46--54},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68786-5\_4},
doi = {10.1007/978-3-319-68786-5\_4},
timestamp = {Tue, 24 Nov 2020 16:44:23 +0100},
biburl = {https://dblp.org/rec/conf/wise/LiK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01584,
author = {Jill{-}J{\^{e}}nn Vie and
Florian Yger and
Ryan Lahfa and
Basile Clement and
K{\'{e}}vin Cocchi and
Thomas Chalumeau and
Hisashi Kashima},
title = {Using Posters to Recommend Anime and Mangas in a Cold-Start Scenario},
journal = {CoRR},
volume = {abs/1709.01584},
year = {2017},
url = {http://arxiv.org/abs/1709.01584},
eprinttype = {arXiv},
eprint = {1709.01584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/OtaniBK16,
author = {Naoki Otani and
Yukino Baba and
Hisashi Kashima},
title = {Quality control of crowdsourced classification using hierarchical
class structures},
journal = {Expert Syst. Appl.},
volume = {58},
pages = {155--163},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2016.04.009},
doi = {10.1016/J.ESWA.2016.04.009},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/OtaniBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BabaKK16,
author = {Yukino Baba and
Kei Kinoshita and
Hisashi Kashima},
title = {Participation recommendation system for crowdsourcing contests},
journal = {Expert Syst. Appl.},
volume = {58},
pages = {174--183},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2016.04.010},
doi = {10.1016/J.ESWA.2016.04.010},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BabaKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/OyamaBODK16,
author = {Satoshi Oyama and
Yukino Baba and
Ikki Ohmukai and
Hiroaki Dokoshi and
Hisashi Kashima},
title = {Crowdsourcing chart digitizer: task design and quality control for
making legacy open data machine-readable},
journal = {Int. J. Data Sci. Anal.},
volume = {2},
number = {1-2},
pages = {45--60},
year = {2016},
url = {https://doi.org/10.1007/s41060-016-0025-y},
doi = {10.1007/S41060-016-0025-Y},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/OyamaBODK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/YokoiKK16,
author = {Sho Yokoi and
Hiroshi Kajino and
Hisashi Kashima},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Link Prediction by Incidence Matrix Factorization},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {1730--1731},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-1730},
doi = {10.3233/978-1-61499-672-9-1730},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/ecai/YokoiKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JorgerBK16,
author = {Patrick J{\"{o}}rger and
Yukino Baba and
Hisashi Kashima},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Learning to Enumerate},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9886},
pages = {453--460},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44778-0\_53},
doi = {10.1007/978-3-319-44778-0\_53},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/JorgerBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TakahamaKK16,
author = {Ryusuke Takahama and
Toshihiro Kamishima and
Hisashi Kashima},
editor = {Subbarao Kambhampati},
title = {Progressive Comparison for Ranking Estimation},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3882--3888},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/546},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TakahamaKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FujiiK16,
author = {Kaito Fujii and
Hisashi Kashima},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Budgeted stream-based active learning via adaptive submodular maximization},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {514--522},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/07cdfd23373b17c6b337251c22b7ea57-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FujiiK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KomiyamaHKN15,
author = {Junpei Komiyama and
Junya Honda and
Hisashi Kashima and
Hiroshi Nakagawa},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {1141--1154},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Komiyama15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/KomiyamaHKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OyamaBODK15,
author = {Satoshi Oyama and
Yukino Baba and
Ikki Ohmukai and
Hiroaki Dokoshi and
Hisashi Kashima},
title = {From one star to three stars: Upgrading legacy open data using crowdsourcing},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344801},
doi = {10.1109/DSAA.2015.7344801},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OyamaBODK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OtaniBK15,
author = {Naoki Otani and
Yukino Baba and
Hisashi Kashima},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Quality Control for Crowdsourced Hierarchical Classification},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {937--942},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.83},
doi = {10.1109/ICDM.2015.83},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OtaniBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NoriKYII15,
author = {Nozomi Nori and
Hisashi Kashima and
Kazuto Yamashita and
Hiroshi Ikai and
Yuichi Imanaka},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Simultaneous Modeling of Multiple Diseases for Mortality Prediction
in Acute Hospital Care},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {855--864},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783308},
doi = {10.1145/2783258.2783308},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NoriKYII15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BabaKNKGIAKIHKS15,
author = {Yukino Baba and
Hisashi Kashima and
Yasunobu Nohara and
Eiko Kai and
Partha Pratim Ghosh and
Rafiqul Islam Maruf and
Ashir Ahmed and
Masahiro Kuroda and
Sozo Inoue and
Tatsuo Hiramatsu and
Michio Kimura and
Shuji Shimizu and
Kunihisa Kobayashi and
Koji Tsuda and
Masashi Sugiyama and
Mathieu Blondel and
Naonori Ueda and
Masaru Kitsuregawa and
Naoki Nakashima},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Predictive Approaches for Low-Cost Preventive Medicine Program in
Developing Countries},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1681--1690},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788587},
doi = {10.1145/2783258.2788587},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BabaKNKGIAKIHKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KajimuraBKK15,
author = {Shunsuke Kajimura and
Yukino Baba and
Hiroshi Kajino and
Hisashi Kashima},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Quality Control for Crowdsourced {POI} Collection},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {255--267},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_20},
doi = {10.1007/978-3-319-18032-8\_20},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KajimuraBKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/DuanSK15,
author = {Jiuding Duan and
Atsuto Seko and
Hisashi Kashima},
title = {Quantum Energy Prediction Using Graph Kernel},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {1651--1656},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.291},
doi = {10.1109/SMC.2015.291},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/DuanSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KomiyamaHKN15,
author = {Junpei Komiyama and
Junya Honda and
Hisashi Kashima and
Hiroshi Nakagawa},
title = {Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem},
journal = {CoRR},
volume = {abs/1506.02550},
year = {2015},
url = {http://arxiv.org/abs/1506.02550},
eprinttype = {arXiv},
eprint = {1506.02550},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KomiyamaHKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KajinoAK14,
author = {Hiroshi Kajino and
Hiromi Arai and
Hisashi Kashima},
title = {Preserving worker privacy in crowdsourcing},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {5-6},
pages = {1314--1335},
year = {2014},
url = {https://doi.org/10.1007/s10618-014-0352-3},
doi = {10.1007/S10618-014-0352-3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KajinoAK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BabaKKYA14,
author = {Yukino Baba and
Hisashi Kashima and
Kei Kinoshita and
Goushi Yamaguchi and
Yosuke Akiyoshi},
title = {Leveraging non-expert crowdsourcing workers for improper task detection
in crowdsourcing marketplaces},
journal = {Expert Syst. Appl.},
volume = {41},
number = {6},
pages = {2678--2687},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2013.11.011},
doi = {10.1016/J.ESWA.2013.11.011},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/BabaKKYA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BabaNSK14,
author = {Yukino Baba and
Nozomi Nori and
Shigeru Saito and
Hisashi Kashima},
title = {Crowdsourced data analytics: {A} case study of a predictive modeling
competition},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {284--289},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058086},
doi = {10.1109/DSAA.2014.7058086},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BabaNSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/BabaNSK14,
author = {Yukino Baba and
Nozomi Nori and
Shigeru Saito and
Hisashi Kashima},
editor = {Jeffrey P. Bigham and
David C. Parkes},
title = {Crowdsourced Data Analytics: {A} Case Study of a Predictive Modeling
Competition},
booktitle = {Proceedings of the Seconf {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2014, November 2-4, 2014, Pittsburgh, Pennsylvania,
{USA}},
pages = {4--5},
publisher = {{AAAI}},
year = {2014},
url = {https://doi.org/10.1609/hcomp.v2i1.13194},
doi = {10.1609/HCOMP.V2I1.13194},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/BabaNSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/KajimuraBKK14,
author = {Shunsuke Kajimura and
Yukino Baba and
Hiroshi Kajino and
Hisashi Kashima},
editor = {Jeffrey P. Bigham and
David C. Parkes},
title = {Quality Control for Crowdsourced Enumeration Tasks},
booktitle = {Proceedings of the Seconf {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2014, November 2-4, 2014, Pittsburgh, Pennsylvania,
{USA}},
pages = {28--29},
publisher = {{AAAI}},
year = {2014},
url = {https://doi.org/10.1609/hcomp.v2i1.13180},
doi = {10.1609/HCOMP.V2I1.13180},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/KajimuraBKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/KajinoBK14,
author = {Hiroshi Kajino and
Yukino Baba and
Hisashi Kashima},
editor = {Jeffrey P. Bigham and
David C. Parkes},
title = {Instance-Privacy Preserving Crowdsourcing},
booktitle = {Proceedings of the Seconf {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2014, November 2-4, 2014, Pittsburgh, Pennsylvania,
{USA}},
pages = {96--103},
publisher = {{AAAI}},
year = {2014},
url = {https://doi.org/10.1609/hcomp.v2i1.13146},
doi = {10.1609/HCOMP.V2I1.13146},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/KajinoBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/KawajiriSK14,
author = {Ryoma Kawajiri and
Masamichi Shimosaka and
Hisashi Kashima},
editor = {A. J. Brush and
Adrian Friday and
Julie A. Kientz and
James Scott and
Junehwa Song},
title = {Steered crowdsensing: incentive design towards quality-oriented place-centric
crowdsensing},
booktitle = {Proceedings of the 2014 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp '14, Seattle, WA, USA, September
13-17, 2014},
pages = {691--701},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2632048.2636064},
doi = {10.1145/2632048.2636064},
timestamp = {Tue, 26 Mar 2024 11:01:21 +0100},
biburl = {https://dblp.org/rec/conf/huc/KawajiriSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SatoKN14,
author = {Issei Sato and
Hisashi Kashima and
Hiroshi Nakagawa},
title = {Latent Confusion Analysis by Normalized Gamma Construction},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1116--1124},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/satob14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SatoKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/WatanabeK14,
author = {Toshihiro Watanabe and
Hisashi Kashima},
editor = {Chu Kiong Loo and
Keem Siah Yap and
Kok Wai Wong and
Andrew Teoh Beng Jin and
Kaizhu Huang},
title = {A Label Completion Approach to Crowd Approximation},
booktitle = {Neural Information Processing - 21st International Conference, {ICONIP}
2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8835},
pages = {377--385},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12640-1\_46},
doi = {10.1007/978-3-319-12640-1\_46},
timestamp = {Sat, 09 Apr 2022 12:41:05 +0200},
biburl = {https://dblp.org/rec/conf/iconip/WatanabeK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icuimc/WangOKK14,
author = {Jingjing Wang and
Satoshi Oyama and
Masahito Kurihara and
Hisashi Kashima},
editor = {Suk{-}Han Lee and
Sang{-}Wook Kim and
Lajos Hanzo and
Roslan Ismail},
title = {Learning an accurate entity resolution model from crowdsourced labels},
booktitle = {The 8th International Conference on Ubiquitous Information Management
and Communication, {ICUIMC} '14, Siem Reap, Cambodia - January 09
- 11, 2014},
pages = {103:1--103:8},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2557977.2558060},
doi = {10.1145/2557977.2558060},
timestamp = {Thu, 23 May 2019 16:33:14 +0200},
biburl = {https://dblp.org/rec/conf/icuimc/WangOKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MatsuiBKK14,
author = {Toshiko Matsui and
Yukino Baba and
Toshihiro Kamishima and
Hisashi Kashima},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Crowdordering},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {336--347},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_28},
doi = {10.1007/978-3-319-06605-9\_28},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MatsuiBKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SaigoKT13,
author = {Hiroto Saigo and
Hisashi Kashima and
Koji Tsuda},
title = {Fast Iterative Mining Using Sparsity-Inducing Loss Functions},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {8},
pages = {1766--1773},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.1766},
doi = {10.1587/TRANSINF.E96.D.1766},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieicet/SaigoKT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunKU13,
author = {Xu Sun and
Hisashi Kashima and
Naonori Ueda},
title = {Large-Scale Personalized Human Activity Recognition Using Online Multitask
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {11},
pages = {2551--2563},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.246},
doi = {10.1109/TKDE.2012.246},
timestamp = {Mon, 15 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SunKU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KajinoTK13,
author = {Hiroshi Kajino and
Yuta Tsuboi and
Hisashi Kashima},
editor = {Marie desJardins and
Michael L. Littman},
title = {Clustering Crowds},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1120--1127},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8456},
doi = {10.1609/AAAI.V27I1.8456},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KajinoTK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/BabaK13a,
author = {Yukino Baba and
Hisashi Kashima},
title = {Statistical Quality Estimation for General Crowdsourcing Tasks},
booktitle = {Human Computation and Crowdsourcing: Works in Progress and Demonstration
Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
CA, {USA}},
series = {{AAAI} Technical Report},
volume = {{WS-13-18}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7503},
timestamp = {Tue, 05 Sep 2023 11:14:59 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/BabaK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/MatsuiBKK13a,
author = {Toshiko Matsui and
Yukino Baba and
Toshihiro Kamishima and
Hisashi Kashima},
title = {Crowdsourcing Quality Control for Item Ordering Tasks},
booktitle = {Human Computation and Crowdsourcing: Works in Progress and Demonstration
Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
CA, {USA}},
series = {{AAAI} Technical Report},
volume = {{WS-13-18}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7504},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/MatsuiBKK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/OyamaBSK13a,
author = {Satoshi Oyama and
Yukino Baba and
Yuko Sakurai and
Hisashi Kashima},
title = {EM-Based Inference of True Labels Using Confidence Judgments},
booktitle = {Human Computation and Crowdsourcing: Works in Progress and Demonstration
Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
CA, {USA}},
series = {{AAAI} Technical Report},
volume = {{WS-13-18}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7511},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/OyamaBSK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iaai/BabaKKYA13,
author = {Yukino Baba and
Hisashi Kashima and
Kei Kinoshita and
Goushi Yamaguchi and
Yosuke Akiyoshi},
editor = {Hector Mu{\~{n}}oz{-}Avila and
David J. Stracuzzi},
title = {Leveraging Crowdsourcing to Detect Improper Tasks in Crowdsourcing
Marketplaces},
booktitle = {Proceedings of the Twenty-Fifth Innovative Applications of Artificial
Intelligence Conference, {IAAI} 2013, July 14-18, 2013, Bellevue,
Washington, {USA}},
pages = {1487--1492},
publisher = {{AAAI}},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i2.18987},
doi = {10.1609/AAAI.V27I2.18987},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iaai/BabaKKYA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/OyamaBSK13,
author = {Satoshi Oyama and
Yukino Baba and
Yuko Sakurai and
Hisashi Kashima},
editor = {Francesca Rossi},
title = {Accurate Integration of Crowdsourced Labels Using Workers' Self-reported
Confidence Scores},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2554--2560},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6562},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/OyamaBSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BabaK13,
author = {Yukino Baba and
Hisashi Kashima},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Statistical quality estimation for general crowdsourcing tasks},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {554--562},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487600},
doi = {10.1145/2487575.2487600},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BabaK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AimotoK13,
author = {Yoshifumi Aimoto and
Hisashi Kashima},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Matrix Factorization With Aggregated Observations},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {521--532},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_44},
doi = {10.1007/978-3-642-37456-2\_44},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AimotoK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/NaritaHTK12,
author = {Atsuhiro Narita and
Kohei Hayashi and
Ryota Tomioka and
Hisashi Kashima},
title = {Tensor factorization using auxiliary information},
journal = {Data Min. Knowl. Discov.},
volume = {25},
number = {2},
pages = {298--324},
year = {2012},
url = {https://doi.org/10.1007/s10618-012-0280-z},
doi = {10.1007/S10618-012-0280-Z},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/NaritaHTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MoriKKS12,
author = {Junichiro Mori and
Yuya Kajikawa and
Hisashi Kashima and
Ichiro Sakata},
title = {Machine learning approach for finding business partners and building
reciprocal relationships},
journal = {Expert Syst. Appl.},
volume = {39},
number = {12},
pages = {10402--10407},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.01.202},
doi = {10.1016/J.ESWA.2012.01.202},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MoriKKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/OyamaHK12,
author = {Satoshi Oyama and
Kohei Hayashi and
Hisashi Kashima},
title = {Link Prediction Across Time via Cross-Temporal Locality Preserving
Projections},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {95-D},
number = {11},
pages = {2664--2673},
year = {2012},
url = {https://doi.org/10.1587/transinf.E95.D.2664},
doi = {10.1587/TRANSINF.E95.D.2664},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/OyamaHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KajinoTK12,
author = {Hiroshi Kajino and
Yuta Tsuboi and
Hisashi Kashima},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {A Convex Formulation for Learning from Crowds},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {73--79},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8105},
doi = {10.1609/AAAI.V26I1.8105},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KajinoTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NoriBK12,
author = {Nozomi Nori and
Danushka Bollegala and
Hisashi Kashima},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Multinomial Relation Prediction in Social Data: {A} Dimension Reduction
Approach},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {115--121},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8110},
doi = {10.1609/AAAI.V26I1.8110},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NoriBK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/KajinoTSK12,
author = {Hiroshi Kajino and
Yuta Tsuboi and
Issei Sato and
Hisashi Kashima},
editor = {Yiling Chen and
Panagiotis G. Ipeirotis and
Edith Law and
Luis von Ahn and
Haoqi Zhang},
title = {Learning from Crowds and Experts},
booktitle = {The 4th Human Computation Workshop, HCOMP@AAAI 2012, Toronto, Ontario,
Canada, July 23, 2012},
series = {{AAAI} Technical Report},
volume = {{WS-12-08}},
publisher = {{AAAI} Press},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW12/paper/view/5257},
timestamp = {Tue, 05 Sep 2023 11:16:37 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/KajinoTSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HouleKN12,
author = {Michael E. Houle and
Hisashi Kashima and
Michael Nett},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Generalized Expansion Dimension},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {587--594},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.94},
doi = {10.1109/ICDMW.2012.94},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HouleKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimuraK12,
author = {Daisuke Kimura and
Hisashi Kashima},
title = {Fast Computation of Subpath Kernel for Trees},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/217.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimuraK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HidoK12,
author = {Shohei Hido and
Hisashi Kashima},
title = {Hash-based structural similarity for semi-supervised Learning on attribute
graphs},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {3009--3012},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460798/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/HidoK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/HouleKN12,
author = {Michael E. Houle and
Hisashi Kashima and
Michael Nett},
editor = {Gonzalo Navarro and
Vladimir Pestov},
title = {Fast Similarity Computation in Factorized Tensors},
booktitle = {Similarity Search and Applications - 5th International Conference,
{SISAP} 2012, Toronto, ON, Canada, August 9-10, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7404},
pages = {226--239},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32153-5\_16},
doi = {10.1007/978-3-642-32153-5\_16},
timestamp = {Wed, 28 Feb 2024 00:16:41 +0100},
biburl = {https://dblp.org/rec/conf/sisap/HouleKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HayashiTTK12,
author = {Kohei Hayashi and
Takashi Takenouchi and
Ryota Tomioka and
Hisashi Kashima},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Self-measuring Similarity for Multi-task Gaussian Process},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {145--154},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/hayashi12a.html},
timestamp = {Wed, 02 Sep 2020 16:33:18 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HayashiTTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prib/2012,
editor = {Tetsuo Shibuya and
Hisashi Kashima and
Jun Sese and
Shandar Ahmad},
title = {Pattern Recognition in Bioinformatics - 7th {IAPR} International Conference,
{PRIB} 2012, Tokyo, Japan, November 8-10, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7632},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34123-6},
doi = {10.1007/978-3-642-34123-6},
isbn = {978-3-642-34122-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prib/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3497,
author = {Tetsuro Morimura and
Masashi Sugiyama and
Hisashi Kashima and
Hirotaka Hachiya and
Toshiyuki Tanaka},
title = {Parametric Return Density Estimation for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1203.3497},
year = {2012},
url = {http://arxiv.org/abs/1203.3497},
eprinttype = {arXiv},
eprint = {1203.3497},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4642,
author = {Daisuke Kimura and
Hisashi Kashima},
title = {Fast Computation of Subpath Kernel for Trees},
journal = {CoRR},
volume = {abs/1206.4642},
year = {2012},
url = {http://arxiv.org/abs/1206.4642},
eprinttype = {arXiv},
eprint = {1206.4642},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/HidoTKSK11,
author = {Shohei Hido and
Yuta Tsuboi and
Hisashi Kashima and
Masashi Sugiyama and
Takafumi Kanamori},
title = {Statistical outlier detection using direct density ratio estimation},
journal = {Knowl. Inf. Syst.},
volume = {26},
number = {2},
pages = {309--336},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0283-2},
doi = {10.1007/S10115-010-0283-2},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/HidoTKSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TsuboiUKO11,
author = {Yuta Tsuboi and
Yuya Unno and
Hisashi Kashima and
Naoaki Okazaki},
editor = {Wolfram Burgard and
Dan Roth},
title = {Fast Newton-CG Method for Batch Learning of Conditional Random Fields},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {489--494},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7894},
doi = {10.1609/AAAI.V25I1.7894},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TsuboiUKO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OyamaHK11,
author = {Satoshi Oyama and
Kohei Hayashi and
Hisashi Kashima},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Cross-Temporal Link Prediction},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {1188--1193},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.45},
doi = {10.1109/ICDM.2011.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OyamaHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunKTUL11,
author = {Xu Sun and
Hisashi Kashima and
Ryota Tomioka and
Naonori Ueda and
Ping Li},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {A New Multi-task Learning Method for Personalized Activity Recognition},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {1218--1223},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.14},
doi = {10.1109/ICDM.2011.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunKTUL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TomiokaSHK11,
author = {Ryota Tomioka and
Taiji Suzuki and
Kohei Hayashi and
Hisashi Kashima},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Statistical Performance of Convex Tensor Decomposition},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {972--980},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/b2eeb7362ef83deff5c7813a67e14f0a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TomiokaSHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KimuraKSK11,
author = {Daisuke Kimura and
Tetsuji Kuboyama and
Tetsuo Shibuya and
Hisashi Kashima},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {A Subpath Kernel for Rooted Unordered Trees},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6634},
pages = {62--74},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20841-6\_6},
doi = {10.1007/978-3-642-20841-6\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KimuraKSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SunKTU11,
author = {Xu Sun and
Hisashi Kashima and
Ryota Tomioka and
Naonori Ueda},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Large Scale Real-Life Action Recognition Using Conditional Random
Fields with Stochastic Training},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
pages = {222--233},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_19},
doi = {10.1007/978-3-642-20847-8\_19},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SunKTU11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaritaHTK11,
author = {Atsuhiro Narita and
Kohei Hayashi and
Ryota Tomioka and
Hisashi Kashima},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Tensor Factorization Using Auxiliary Information},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {501--516},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_32},
doi = {10.1007/978-3-642-23783-6\_32},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NaritaHTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/SaigoHKT10,
author = {Hiroto Saigo and
Masahiro Hattori and
Hisashi Kashima and
Koji Tsuda},
title = {Reaction graph kernels predict {EC} numbers of unknown enzymatic reactions
in plant secondary metabolism},
journal = {{BMC} Bioinform.},
volume = {11},
number = {{S-1}},
pages = {31},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-S1-S31},
doi = {10.1186/1471-2105-11-S1-S31},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/SaigoHKT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/OzawaSFKIYMT10,
author = {Yosuke Ozawa and
Rintaro Saito and
Shigeo Fujimori and
Hisashi Kashima and
Masamichi Ishizaka and
Hiroshi Yanagawa and
Etsuko Miyamoto{-}Sato and
Masaru Tomita},
title = {Protein complex prediction via verifying and reconstructing the topology
of domain-domain interactions},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {350},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-350},
doi = {10.1186/1471-2105-11-350},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/OzawaSFKIYMT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaHKM10,
author = {Masashi Sugiyama and
Hirotaka Hachiya and
Hisashi Kashima and
Tetsuro Morimura},
title = {Least Absolute Policy Iteration-A Robust Approach to Value Function
Approximation},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {9},
pages = {2555--2565},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2555},
doi = {10.1587/TRANSINF.E93.D.2555},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaHKM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KashimaOYT10,
author = {Hisashi Kashima and
Satoshi Oyama and
Yoshihiro Yamanishi and
Koji Tsuda},
title = {Cartesian Kernel: An Efficient Alternative to the Pairwise Kernel},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {10},
pages = {2672--2679},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2672},
doi = {10.1587/TRANSINF.E93.D.2672},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/KashimaOYT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijkdb/KatoOKS10,
author = {Tsuyoshi Kato and
Kinya Okada and
Hisashi Kashima and
Masashi Sugiyama},
title = {A Transfer Learning Approach and Selective Integration of Multiple
Types of Assays for Biological Network Inference},
journal = {Int. J. Knowl. Discov. Bioinform.},
volume = {1},
number = {1},
pages = {66--80},
year = {2010},
url = {https://doi.org/10.4018/jkdb.2010100205},
doi = {10.4018/JKDB.2010100205},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijkdb/KatoOKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KatoKSA10,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama and
Kiyoshi Asai},
title = {Conic Programming for Multitask Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {7},
pages = {957--968},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2009.142},
doi = {10.1109/TKDE.2009.142},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KatoKSA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunKMU10,
author = {Xu Sun and
Hisashi Kashima and
Takuya Matsuzaki and
Naonori Ueda},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust,
and Fast Training Method},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1067--1072},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.26},
doi = {10.1109/ICDM.2010.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunKMU10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MorimuraSKHT10,
author = {Tetsuro Morimura and
Masashi Sugiyama and
Hisashi Kashima and
Hirotaka Hachiya and
Toshiyuki Tanaka},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Nonparametric Return Distribution Approximation for Reinforcement
Learning},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {799--806},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/652.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MorimuraSKHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TomiokaSSK10,
author = {Ryota Tomioka and
Taiji Suzuki and
Masashi Sugiyama and
Hisashi Kashima},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {A Fast Augmented Lagrangian Algorithm for Learning Low-Rank Matrices},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1087--1094},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/556.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TomiokaSSK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FukuzakiSKS10,
author = {Mutsumi Fukuzaki and
Mio Seki and
Hisashi Kashima and
Jun Sese},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Finding Itemset-Sharing Patterns in a Large Itemset-Associated Graph},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {147--159},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_15},
doi = {10.1007/978-3-642-13672-6\_15},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FukuzakiSKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RaymondK10,
author = {Rudy Raymond and
Hisashi Kashima},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Fast and Scalable Algorithms for Semi-supervised Link Prediction on
Static and Dynamic Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {131--147},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_9},
doi = {10.1007/978-3-642-15939-8\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RaymondK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MorimuraSKHT10,
author = {Tetsuro Morimura and
Masashi Sugiyama and
Hisashi Kashima and
Hirotaka Hachiya and
Toshiyuki Tanaka},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Parametric Return Density Estimation for Reinforcement Learning},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {368--375},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2107\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/MorimuraSKHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KashimaYKST09,
author = {Hisashi Kashima and
Yoshihiro Yamanishi and
Tsuyoshi Kato and
Masashi Sugiyama and
Koji Tsuda},
title = {Simultaneous inference of biological networks of multiple species
from genome-wide data and evolutionary information: a semi-supervised
approach},
journal = {Bioinform.},
volume = {25},
number = {22},
pages = {2962--2968},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp494},
doi = {10.1093/BIOINFORMATICS/BTP494},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/KashimaYKST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KashimaIKS09,
author = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Tsuyoshi Kato and
Masashi Sugiyama},
title = {Recent Advances and Trends in Large-Scale Kernel Methods},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {92-D},
number = {7},
pages = {1338--1353},
year = {2009},
url = {https://doi.org/10.1587/transinf.E92.D.1338},
doi = {10.1587/TRANSINF.E92.D.1338},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/KashimaIKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jip/TsuboiKHBS09,
author = {Yuta Tsuboi and
Hisashi Kashima and
Shohei Hido and
Steffen Bickel and
Masashi Sugiyama},
title = {Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation},
journal = {J. Inf. Process.},
volume = {17},
pages = {138--155},
year = {2009},
url = {https://doi.org/10.2197/ipsjjip.17.138},
doi = {10.2197/IPSJJIP.17.138},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jip/TsuboiKHBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HidoKT09,
author = {Shohei Hido and
Hisashi Kashima and
Yutaka Takahashi},
title = {Roughly balanced bagging for imbalanced data},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {412--426},
year = {2009},
url = {https://doi.org/10.1002/sam.10061},
doi = {10.1002/SAM.10061},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HidoKT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KatoKS09,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama},
title = {Robust Label Propagation on Multiple Networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {1},
pages = {35--44},
year = {2009},
url = {https://doi.org/10.1109/TNN.2008.2003354},
doi = {10.1109/TNN.2008.2003354},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KatoKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/FukuzakiSKS09,
author = {Mutsumi Fukuzaki and
Mio Seki and
Hisashi Kashima and
Jun Sese},
title = {Side Effect Prediction Using Cooperative Pathways},
booktitle = {2009 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2009, Washington, DC, USA, November 1-4, 2009, Proceedings},
pages = {142--147},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/BIBM.2009.26},
doi = {10.1109/BIBM.2009.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/FukuzakiSKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HidoK09,
author = {Shohei Hido and
Hisashi Kashima},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {A Linear-Time Graph Kernel},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {179--188},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.30},
doi = {10.1109/ICDM.2009.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HidoK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SugiyamaHKM09,
author = {Masashi Sugiyama and
Hirotaka Hachiya and
Hisashi Kashima and
Tetsuro Morimura},
title = {Least absolute policy iteration for robust value function approximation},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {2904--2909},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152289},
doi = {10.1109/ROBOT.2009.5152289},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SugiyamaHKM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KashimaOYT09,
author = {Hisashi Kashima and
Satoshi Oyama and
Yoshihiro Yamanishi and
Koji Tsuda},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {On Pairwise Kernels: An Efficient Alternative and Generalization Analysis},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {1030--1037},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_110},
doi = {10.1007/978-3-642-01307-2\_110},
timestamp = {Fri, 25 Dec 2020 01:15:13 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/KashimaOYT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KashimaKYST09,
author = {Hisashi Kashima and
Tsuyoshi Kato and
Yoshihiro Yamanishi and
Masashi Sugiyama and
Koji Tsuda},
title = {Link Propagation: {A} Fast Semi-supervised Learning Algorithm for
Link Prediction},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1100--1111},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.94},
doi = {10.1137/1.9781611972795.94},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KashimaKYST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/TsuboiKMOM08,
author = {Yuta Tsuboi and
Hisashi Kashima and
Shinsuke Mori and
Hiroki Oda and
Yuji Matsumoto},
editor = {Donia Scott and
Hans Uszkoreit},
title = {Training Conditional Random Fields Using Incomplete Annotations},
booktitle = {{COLING} 2008, 22nd International Conference on Computational Linguistics,
Proceedings of the Conference, 18-22 August 2008, Manchester, {UK}},
pages = {897--904},
year = {2008},
url = {https://aclanthology.org/C08-1113/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/TsuboiKMOM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HidoTKSK08,
author = {Shohei Hido and
Yuta Tsuboi and
Hisashi Kashima and
Masashi Sugiyama and
Takafumi Kanamori},
title = {Inlier-Based Outlier Detection via Direct Density Ratio Estimation},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {223--232},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.49},
doi = {10.1109/ICDM.2008.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HidoTKSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KashimaHRS08,
author = {Hisashi Kashima and
Jianying Hu and
Bonnie K. Ray and
Moninder Singh},
title = {K-means clustering of proportional data using {L1} distance},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4760982},
doi = {10.1109/ICPR.2008.4760982},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KashimaHRS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KashimaYIS08,
author = {Hisashi Kashima and
Kazutaka Yamasaki and
Akihiro Inokuchi and
Hiroto Saigo},
title = {Regression with interval output values},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761270},
doi = {10.1109/ICPR.2008.4761270},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KashimaYIS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/TsuboiK08,
author = {Yuta Tsuboi and
Hisashi Kashima},
title = {A new objective function for sequence labeling},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761442},
doi = {10.1109/ICPR.2008.4761442},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/TsuboiK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HidoIKKM08,
author = {Shohei Hido and
Tsuyoshi Id{\'{e}} and
Hisashi Kashima and
Harunobu Kubo and
Hirofumi Matsuzawa},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Unsupervised Change Analysis Using Supervised Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {148--159},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_15},
doi = {10.1007/978-3-540-68125-0\_15},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HidoIKKM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HidoK08,
author = {Shohei Hido and
Hisashi Kashima},
title = {Roughly Balanced Bagging for Imbalanced Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {143--152},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.13},
doi = {10.1137/1.9781611972788.13},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HidoK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsuboiKHBS08,
author = {Yuta Tsuboi and
Hisashi Kashima and
Shohei Hido and
Steffen Bickel and
Masashi Sugiyama},
title = {Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {443--454},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.40},
doi = {10.1137/1.9781611972788.40},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsuboiKHBS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KatoKS08,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama},
title = {Integration of Multiple Networks for Robust Label Propagation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {716--726},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.65},
doi = {10.1137/1.9781611972788.65},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KatoKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/Kashima07,
author = {Hisashi Kashima},
title = {Risk-Sensitive Learning via Minimization of Empirical Conditional
Value-at-Risk},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {90-D},
number = {12},
pages = {2043--2052},
year = {2007},
url = {https://doi.org/10.1093/ietisy/e90-d.12.2043},
doi = {10.1093/IETISY/E90-D.12.2043},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/Kashima07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KatoKSA07,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama and
Kiyoshi Asai},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Multi-Task Learning via Conic Programming},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {737--744},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/67f7fb873eaf29526a11a9b7ac33bfac-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KatoKSA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SugiyamaNKBK07,
author = {Masashi Sugiyama and
Shinichi Nakajima and
Hisashi Kashima and
Paul von B{\"{u}}nau and
Motoaki Kawanabe},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Direct Importance Estimation with Model Selection and Its Application
to Covariate Shift Adaptation},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1433--1440},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/be83ab3ecd0db773eb2dc1b0a17836a1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SugiyamaNKBK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KashimaA06,
author = {Hisashi Kashima and
Naoki Abe},
title = {A Parameterized Probabilistic Model of Network Evolution for Supervised
Link Prediction},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {340--349},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.8},
doi = {10.1109/ICDM.2006.8},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KashimaA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Kashima06,
author = {Hisashi Kashima},
editor = {Joydeep Ghosh and
Diane Lambert and
David B. Skillicorn and
Jaideep Srivastava},
title = {Risk-Sensitive Learning via Expected Shortfall Minimization},
booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining,
April 20-22, 2006, Bethesda, MD, {USA}},
pages = {529--533},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9781611972764.54},
doi = {10.1137/1.9781611972764.54},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Kashima06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KashimaTINHEF05,
author = {Hisashi Kashima and
Tadashi Tsumura and
Tsuyoshi Id{\'{e}} and
Takahide Nogayama and
Ryo Hirade and
Hiroaki Etoh and
Takeshi Fukuda},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {Network-Based Problem Detection for Distributed Systems},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {978--989},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.93},
doi = {10.1109/ICDE.2005.93},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/KashimaTINHEF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ShibuyaKK04,
author = {Tetsuo Shibuya and
Hisashi Kashima and
Akihiko Konagaya},
title = {Efficient filtering methods for clustering cDNAs with spliced sequence
alignment},
journal = {Bioinform.},
volume = {20},
number = {1},
pages = {29--39},
year = {2004},
url = {https://doi.org/10.1093/bioinformatics/btg367},
doi = {10.1093/BIOINFORMATICS/BTG367},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ShibuyaKK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KashimaT04,
author = {Hisashi Kashima and
Yuta Tsuboi},
editor = {Carla E. Brodley},
title = {Kernel-based discriminative learning algorithms for labeling sequences,
trees, and graphs},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015383},
doi = {10.1145/1015330.1015383},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KashimaT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/IdeK04,
author = {Tsuyoshi Id{\'{e}} and
Hisashi Kashima},
editor = {Akito Sakurai and
K{\^{o}}iti Hasida and
Katsumi Nitta},
title = {Effective Dimension in Anomaly Detection: Its Application to Computer
Systems},
booktitle = {New Frontiers in Artificial Intelligence - {JSAI} 2003 and {JSAI}
2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and
Kanazawa, Japan, May 31 - June 4, 2004, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3609},
pages = {189--204},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-71009-7\_17},
doi = {10.1007/978-3-540-71009-7\_17},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/jsai/IdeK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/IdeK04,
author = {Tsuyoshi Id{\'{e}} and
Hisashi Kashima},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Eigenspace-based anomaly detection in computer systems},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {440--449},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014102},
doi = {10.1145/1014052.1014102},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/IdeK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/InokuchiK03,
author = {Akihiro Inokuchi and
Hisashi Kashima},
title = {Mining Significant Pairs of Patterns from Graph Structures with Class
Labels},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {83--90},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250906},
doi = {10.1109/ICDM.2003.1250906},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/InokuchiK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KashimaTI03,
author = {Hisashi Kashima and
Koji Tsuda and
Akihiro Inokuchi},
editor = {Tom Fawcett and
Nina Mishra},
title = {Marginalized Kernels Between Labeled Graphs},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {321--328},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-044.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KashimaTI03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KashimaK02,
author = {Hisashi Kashima and
Teruo Koyanagi},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Kernels for Semi-Structured Data},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {291--298},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/KashimaK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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