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ORCIDBibTeX records: Tijl De Bie
@article{DBLP:journals/cacm/BuylB24,
author = {Maarten Buyl and
Tijl De Bie},
title = {Inherent Limitations of {AI} Fairness},
journal = {Commun. {ACM}},
volume = {67},
number = {2},
pages = {48--55},
year = {2024},
url = {https://doi.org/10.1145/3624700},
doi = {10.1145/3624700},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/BuylB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MashayekhiKLB24,
author = {Yoosof Mashayekhi and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {{GREASE:} Graph Imbalance Reduction by Adding Sets of Edges},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1611--1623},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3304478},
doi = {10.1109/TKDE.2023.3304478},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MashayekhiKLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RomeroLRCB23,
author = {Rapha{\"{e}}l Romero and
Jefrey Lijffijt and
Riccardo Rastelli and
Marco Corneli and
Tijl De Bie},
title = {Gaussian Embedding of Temporal Networks},
journal = {{IEEE} Access},
volume = {11},
pages = {117971--117983},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3324213},
doi = {10.1109/ACCESS.2023.3324213},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/RomeroLRCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/NoelsRVB23,
author = {Sander Noels and
Simon De Ridder and
S{\'{e}}bastien Viaene and
Tijl De Bie},
title = {An efficient graph-based peer selection method for financial statements},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {30},
number = {3},
pages = {120--136},
year = {2023},
url = {https://doi.org/10.1002/isaf.1539},
doi = {10.1002/ISAF.1539},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isafm/NoelsRVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DefranceB23,
author = {MaryBeth Defrance and
Tijl De Bie},
title = {Maximal fairness},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {851--880},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3594048},
doi = {10.1145/3593013.3594048},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/DefranceB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hr-recsys/LiKLB23,
author = {Nan Li and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Mesut Kaya and
Toine Bogers and
David Graus and
Chris Johnson and
Jens{-}Joris Decorte},
title = {{FEIR:} Quantifying and Reducing Envy and Inferiority for Fair Recommendation
of Limited Resources},
booktitle = {Proceedings of the 3rd Workshop on Recommender Systems for Human Resources
(RecSys in {HR} 2023) co-located with the 17th {ACM} Conference on
Recommender Systems (RecSys 2023), Singapore, Singapore, 18th-22nd
September 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3490},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3490/RecSysHR2023-paper\_6.pdf},
timestamp = {Tue, 26 Sep 2023 16:58:13 +0200},
biburl = {https://dblp.org/rec/conf/hr-recsys/LiKLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NoelsMFVMVB23,
author = {Sander Noels and
Adriaan Merlevede and
Andrew Fecheyr and
Maarten Vanhalst and
Nick Meerlaen and
S{\'{e}}bastien Viaene and
Tijl De Bie},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Automated Financial Analysis Using {GPT-4}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {345--349},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_28},
doi = {10.1007/978-3-031-43430-3\_28},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NoelsMFVMVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MashayekhiKLB23,
author = {Yoosof Mashayekhi and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {ReCon: Reducing Congestion in Job Recommendation using Optimal Transport},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {696--701},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608817},
doi = {10.1145/3604915.3608817},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MashayekhiKLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03338,
author = {Edith Heiter and
Robin Vandaele and
Tijl De Bie and
Yvan Saeys and
Jefrey Lijffijt},
title = {Topologically Regularized Data Embeddings},
journal = {CoRR},
volume = {abs/2301.03338},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03338},
doi = {10.48550/ARXIV.2301.03338},
eprinttype = {arXiv},
eprint = {2301.03338},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06057,
author = {MaryBeth Defrance and
Tijl De Bie},
title = {Maximal Fairness},
journal = {CoRR},
volume = {abs/2304.06057},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06057},
doi = {10.48550/ARXIV.2304.06057},
eprinttype = {arXiv},
eprint = {2304.06057},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11060,
author = {Nan Li and
Bo Kang and
Tijl De Bie},
title = {SkillGPT: a RESTful {API} service for skill extraction and standardization
using a Large Language Model},
journal = {CoRR},
volume = {abs/2304.11060},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11060},
doi = {10.48550/ARXIV.2304.11060},
eprinttype = {arXiv},
eprint = {2304.11060},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09516,
author = {Yoosof Mashayekhi and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {ReCon: Reducing Congestion in Job Recommendation using Optimal Transport},
journal = {CoRR},
volume = {abs/2308.09516},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09516},
doi = {10.48550/ARXIV.2308.09516},
eprinttype = {arXiv},
eprint = {2308.09516},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09708,
author = {Nan Li and
Bo Kang and
Tijl De Bie},
title = {LLM4Jobs: Unsupervised occupation extraction and standardization leveraging
Large Language Models},
journal = {CoRR},
volume = {abs/2309.09708},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09708},
doi = {10.48550/ARXIV.2309.09708},
eprinttype = {arXiv},
eprint = {2309.09708},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17256,
author = {Maarten Buyl and
MaryBeth Defrance and
Tijl De Bie},
title = {fairret: a Framework for Differentiable Fairness Regularization Terms},
journal = {CoRR},
volume = {abs/2310.17256},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17256},
doi = {10.48550/ARXIV.2310.17256},
eprinttype = {arXiv},
eprint = {2310.17256},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04542,
author = {Nan Li and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {{FEIR:} Quantifying and Reducing Envy and Inferiority for Fair Recommendation
of Limited Resources},
journal = {CoRR},
volume = {abs/2311.04542},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04542},
doi = {10.48550/ARXIV.2311.04542},
eprinttype = {arXiv},
eprint = {2311.04542},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18486,
author = {Rapha{\"{e}}l Romero and
Tijl De Bie and
Jefrey Lijffijt},
title = {New Perspectives on the Evaluation of Link Prediction Algorithms for
Dynamic Graphs},
journal = {CoRR},
volume = {abs/2311.18486},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18486},
doi = {10.48550/ARXIV.2311.18486},
eprinttype = {arXiv},
eprint = {2311.18486},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BieRHHSW22,
author = {Tijl De Bie and
Luc De Raedt and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Holger H. Hoos and
Padhraic Smyth and
Christopher K. I. Williams},
title = {Automating data science},
journal = {Commun. {ACM}},
volume = {65},
number = {3},
pages = {76--87},
year = {2022},
url = {https://doi.org/10.1145/3495256},
doi = {10.1145/3495256},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/BieRHHSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/HeiterKBL22,
author = {Edith Heiter and
Bo Kang and
Tijl De Bie and
Jefrey Lijffijt},
title = {Evaluating Representation Learning and Graph Layout Methods for Visualization},
journal = {{IEEE} Computer Graphics and Applications},
volume = {42},
number = {3},
pages = {19--28},
year = {2022},
url = {https://doi.org/10.1109/MCG.2022.3160104},
doi = {10.1109/MCG.2022.3160104},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/HeiterKBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/MaraLB22,
author = {Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
title = {EvalNE: {A} framework for network embedding evaluation},
journal = {SoftwareX},
volume = {17},
pages = {100997},
year = {2022},
url = {https://doi.org/10.1016/j.softx.2022.100997},
doi = {10.1016/J.SOFTX.2022.100997},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/MaraLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VandaeleKBS22,
author = {Robin Vandaele and
Bo Kang and
Tijl De Bie and
Yvan Saeys},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {The Curse Revisited: When are Distances Informative for the Ground
Truth in Noisy High-Dimensional Data?},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2158--2172},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/vandaele22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VandaeleKBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/NoelsVBB22,
author = {Sander Noels and
Benjamin Vandermarliere and
Ken Bastiaensen and
Tijl De Bie},
title = {An Earth Mover's Distance Based Graph Distance Metric For Financial
Statements},
booktitle = {{IEEE} Symposium on Computational Intelligence for Financial Engineering
and Economics, CIFEr 2022, Helsinki, Finland, May 4-5, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CIFEr52523.2022.9776204},
doi = {10.1109/CIFER52523.2022.9776204},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cifer/NoelsVBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RomeroB22,
author = {Rapha{\"{e}}l Romero and
Tijl De Bie},
title = {Embedding-based next song recommendation for playlists},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-28},
doi = {10.14428/ESANN/2022.ES2022-28},
timestamp = {Mon, 22 May 2023 11:29:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/RomeroB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VandaeleKLBS22,
author = {Robin Vandaele and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie and
Yvan Saeys},
title = {Topologically Regularized Data Embeddings},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=P1QUVhOtEFP},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VandaeleKLBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/MelB22,
author = {Ahmad Mel and
Tijl De Bie},
editor = {Dorothea Koert and
Mirjam Minor},
title = {Mining Interesting Outlier Subgraphs in Attributed Graphs},
booktitle = {Joint Proceedings of Workshops, Tutorials and Doctoral Consortium
co-located with the 45rd German Conference on Artificial Intelligence
{(KI} 2022), Virtual Event, Trier, Germany, September 19-20, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3457},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3457/paper5ximl.pdf},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/ki/MelB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/MaraLGB22,
author = {Alexandru Cristian Mara and
Jefrey Lijffijt and
Stephan G{\"{u}}nnemann and
Tijl De Bie},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {A Systematic Evaluation of Node Embedding Robustness},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {42},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/mara22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/MaraLGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BuylB22,
author = {Maarten Buyl and
Tijl De Bie},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Optimal Transport of Classifiers to Fairness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/da75d2bbf862b86f10241d0887613b41-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BuylB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03814,
author = {Maarten Buyl and
Tijl De Bie},
title = {Optimal Transport of Binary Classifiers to Fairness},
journal = {CoRR},
volume = {abs/2202.03814},
year = {2022},
url = {https://arxiv.org/abs/2202.03814},
eprinttype = {arXiv},
eprint = {2202.03814},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12270,
author = {Arne Gevaert and
Axel{-}Jan Rousseau and
Thijs Becker and
Dirk Valkenborg and
Tijl De Bie and
Yvan Saeys},
title = {Evaluating Feature Attribution Methods in the Image Domain},
journal = {CoRR},
volume = {abs/2202.12270},
year = {2022},
url = {https://arxiv.org/abs/2202.12270},
eprinttype = {arXiv},
eprint = {2202.12270},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07260,
author = {Rapha{\"{e}}l Romero and
Bo Kang and
Tijl De Bie},
title = {Graph-Survival: {A} Survival Analysis Framework for Machine Learning
on Temporal Networks},
journal = {CoRR},
volume = {abs/2203.07260},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07260},
doi = {10.48550/ARXIV.2203.07260},
eprinttype = {arXiv},
eprint = {2203.07260},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05112,
author = {Yoosof Mashayekhi and
Nan Li and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {A challenge-based survey of e-recruitment recommendation systems},
journal = {CoRR},
volume = {abs/2209.05112},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05112},
doi = {10.48550/ARXIV.2209.05112},
eprinttype = {arXiv},
eprint = {2209.05112},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08064,
author = {Alexandru Mara and
Jefrey Lijffijt and
Stephan G{\"{u}}nnemann and
Tijl De Bie},
title = {A Systematic Evaluation of Node Embedding Robustness},
journal = {CoRR},
volume = {abs/2209.08064},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08064},
doi = {10.48550/ARXIV.2209.08064},
eprinttype = {arXiv},
eprint = {2209.08064},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06495,
author = {Maarten Buyl and
Tijl De Bie},
title = {Inherent Limitations of {AI} Fairness},
journal = {CoRR},
volume = {abs/2212.06495},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06495},
doi = {10.48550/ARXIV.2212.06495},
eprinttype = {arXiv},
eprint = {2212.06495},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DengKLB21,
author = {Junning Deng and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Mining explainable local and global subgraph patterns with surprising
densities},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {1},
pages = {321--371},
year = {2021},
url = {https://doi.org/10.1007/s10618-020-00721-9},
doi = {10.1007/S10618-020-00721-9},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DengKLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KangGLSB21,
author = {Bo Kang and
Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {Conditional t-SNE: more informative t-SNE embeddings},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2905--2940},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05917-0},
doi = {10.1007/S10994-020-05917-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KangGLSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/VandaeleRSB21,
author = {Robin Vandaele and
Bastian Rieck and
Yvan Saeys and
Tijl De Bie},
title = {Stable topological signatures for metric trees through graph approximations},
journal = {Pattern Recognit. Lett.},
volume = {147},
pages = {85--92},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2021.03.035},
doi = {10.1016/J.PATREC.2021.03.035},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/VandaeleRSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KangGLSB21,
author = {Bo Kang and
Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {Conditional t-SNE: More informative t-SNE embeddings},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564212},
doi = {10.1109/DSAA53316.2021.9564212},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KangGLSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hr-recsys/MashayekhiKLB21,
author = {Yoosof Mashayekhi and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Mesut Kaya and
Toine Bogers and
David Graus and
Katrien Verbert and
Francisco Guti{\'{e}}rrez},
title = {Quantifying and Reducing Imbalance in Networks},
booktitle = {Proceedings of the Workshop on Recommender Systems for Human Resources
(RecSys in {HR} 2021) co-located with the 15th {ACM} Conference on
Recommender Systems (RecSys 2021), Amsterdam, The Netherlands, 27th
September - 1st October 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2967},
publisher = {CEUR-WS.org},
year = {2021},
url = {http://ceur-ws.org/Vol-2967/paper\_1.pdf},
timestamp = {Tue, 26 Sep 2023 16:58:13 +0200},
biburl = {https://dblp.org/rec/conf/hr-recsys/MashayekhiKLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenKLB21,
author = {Xi Chen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Adversarial Robustness of Probabilistic Network Embedding for Link
Prediction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {22--38},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_2},
doi = {10.1007/978-3-030-93733-1\_2},
timestamp = {Sat, 12 Mar 2022 14:00:32 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChenKLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BuylB21,
author = {Maarten Buyl and
Tijl De Bie},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {The KL-Divergence Between a Graph Model and its Fair I-Projection
as a Fairness Regularizer},
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 = {351--366},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_22},
doi = {10.1007/978-3-030-86520-7\_22},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BuylB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KangLB21,
author = {Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Explanations for Network Embedding-Based Link Predictions},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {473--488},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_36},
doi = {10.1007/978-3-030-93736-2\_36},
timestamp = {Sat, 12 Mar 2022 14:00:32 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KangLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01846,
author = {Maarten Buyl and
Tijl De Bie},
title = {The KL-Divergence between a Graph Model and its Fair I-Projection
as a Fairness Regularizer},
journal = {CoRR},
volume = {abs/2103.01846},
year = {2021},
url = {https://arxiv.org/abs/2103.01846},
eprinttype = {arXiv},
eprint = {2103.01846},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05699,
author = {Tijl De Bie and
Luc De Raedt and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Holger H. Hoos and
Padhraic Smyth and
Christopher K. I. Williams},
title = {Automating Data Science: Prospects and Challenges},
journal = {CoRR},
volume = {abs/2105.05699},
year = {2021},
url = {https://arxiv.org/abs/2105.05699},
eprinttype = {arXiv},
eprint = {2105.05699},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01936,
author = {Xi Chen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Adversarial Robustness of Probabilistic Network Embedding for Link
Prediction},
journal = {CoRR},
volume = {abs/2107.01936},
year = {2021},
url = {https://arxiv.org/abs/2107.01936},
eprinttype = {arXiv},
eprint = {2107.01936},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10569,
author = {Robin Vandaele and
Bo Kang and
Tijl De Bie and
Yvan Saeys},
title = {The Curse Revisited: a Newly Quantified Concept of Meaningful Distances
for Learning from High-Dimensional Noisy Data},
journal = {CoRR},
volume = {abs/2109.10569},
year = {2021},
url = {https://arxiv.org/abs/2109.10569},
eprinttype = {arXiv},
eprint = {2109.10569},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09193,
author = {Robin Vandaele and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie and
Yvan Saeys},
title = {Topologically Regularized Data Embeddings},
journal = {CoRR},
volume = {abs/2110.09193},
year = {2021},
url = {https://arxiv.org/abs/2110.09193},
eprinttype = {arXiv},
eprint = {2110.09193},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07598,
author = {Sander Noels and
Benjamin Vandermarliere and
Ken Bastiaensen and
Tijl De Bie},
title = {An Earth Mover's Distance Based Graph Distance Metric For Financial
Statements},
journal = {CoRR},
volume = {abs/2112.07598},
year = {2021},
url = {https://arxiv.org/abs/2112.07598},
eprinttype = {arXiv},
eprint = {2112.07598},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PuolamakiOKLB20,
author = {Kai Puolam{\"{a}}ki and
Emilia Oikarinen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Interactive visual data exploration with subjective feedback: an information-theoretic
approach},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {1},
pages = {21--49},
year = {2020},
url = {https://doi.org/10.1007/s10618-019-00655-x},
doi = {10.1007/S10618-019-00655-X},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/PuolamakiOKLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BendimeradMLPRB20,
author = {Anes Bendimerad and
Ahmad Mel and
Jefrey Lijffijt and
Marc Plantevit and
C{\'{e}}line Robardet and
Tijl De Bie},
title = {SIAS-miner: mining subjectively interesting attributed subgraphs},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {2},
pages = {355--393},
year = {2020},
url = {https://doi.org/10.1007/s10618-019-00664-w},
doi = {10.1007/S10618-019-00664-W},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BendimeradMLPRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AdriaensBGLMR20,
author = {Florian Adriaens and
Tijl De Bie and
Aristides Gionis and
Jefrey Lijffijt and
Antonis Matakos and
Polina Rozenshtein},
title = {Relaxing the strong triadic closure problem for edge strength inference},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {3},
pages = {611--651},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00673-0},
doi = {10.1007/S10618-020-00673-0},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AdriaensBGLMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VandaeleSB20,
author = {Robin Vandaele and
Yvan Saeys and
Tijl De Bie},
title = {Mining Topological Structure in Graphs through Forest Representations},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {215:1--215:68},
year = {2020},
url = {http://jmlr.org/papers/v21/19-1032.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/VandaeleSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KangPLB20,
author = {Bo Kang and
Kai Puolam{\"{a}}ki and
Jefrey Lijffijt and
Tijl De Bie},
title = {A Constrained Randomization Approach to Interactive Visual Data Exploration
with Subjective Feedback},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {9},
pages = {1666--1679},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2907082},
doi = {10.1109/TKDE.2019.2907082},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KangPLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/PoyiadziSSBF20,
author = {Rafael Poyiadzi and
Kacper Sokol and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie and
Peter A. Flach},
editor = {Annette N. Markham and
Julia Powles and
Toby Walsh and
Anne L. Washington},
title = {{FACE:} Feasible and Actionable Counterfactual Explanations},
booktitle = {{AIES} '20: {AAAI/ACM} Conference on AI, Ethics, and Society, New
York, NY, USA, February 7-8, 2020},
pages = {344--350},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3375627.3375850},
doi = {10.1145/3375627.3375850},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aies/PoyiadziSSBF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaraMLB20,
author = {Alexandru Mara and
Yoosof Mashayekhi and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {{CSNE:} Conditional Signed Network Embedding},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {1105--1114},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411959},
doi = {10.1145/3340531.3411959},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MaraMLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AdriaensMLB20,
author = {Florian Adriaens and
Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Block-Approximated Exponential Random Graphs},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {70--80},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00019},
doi = {10.1109/DSAA49011.2020.00019},
timestamp = {Tue, 24 Nov 2020 12:27:16 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AdriaensMLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaraLB20,
author = {Alexandru Cristian Mara and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Benchmarking Network Embedding Models for Link Prediction: Are We
Making Progress?},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {138--147},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00026},
doi = {10.1109/DSAA49011.2020.00026},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MaraLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MelKLB20,
author = {Ahmad Mel and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {{FONDUE:} Framework for Node Disambiguation Using Network Embeddings},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {158--167},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00028},
doi = {10.1109/DSAA49011.2020.00028},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MelKLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuylB20,
author = {Maarten Buyl and
Tijl De Bie},
title = {DeBayes: a Bayesian Method for Debiasing Network Embeddings},
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 = {1220--1229},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/buyl20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BuylB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/VandaeleSB20,
author = {Robin Vandaele and
Yvan Saeys and
Tijl De Bie},
title = {Graph Approximations to Geodesics on Metric Graphs},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {7328--7334},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412448},
doi = {10.1109/ICPR48806.2021.9412448},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/VandaeleSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/BendimeradLPRB20,
author = {Anes Bendimerad and
Jefrey Lijffijt and
Marc Plantevit and
C{\'{e}}line Robardet and
Tijl De Bie},
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {Gibbs Sampling Subjectively Interesting Tiles},
booktitle = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
pages = {80--92},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3\_7},
doi = {10.1007/978-3-030-44584-3\_7},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/BendimeradLPRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DengKLB20,
author = {Junning Deng and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Explainable Subgraphs with Surprising Densities: {A} Subgroup Discovery
Approach},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {586--594},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.66},
doi = {10.1137/1.9781611976236.66},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DengKLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00793,
author = {Junning Deng and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Explainable Subgraphs with Surprising Densities: {A} Subgroup Discovery
Approach},
journal = {CoRR},
volume = {abs/2002.00793},
year = {2020},
url = {https://arxiv.org/abs/2002.00793},
eprinttype = {arXiv},
eprint = {2002.00793},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01227,
author = {Xi Chen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {{ALPINE:} Active Link Prediction using Network Embedding},
journal = {CoRR},
volume = {abs/2002.01227},
year = {2020},
url = {https://arxiv.org/abs/2002.01227},
eprinttype = {arXiv},
eprint = {2002.01227},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07076,
author = {Florian Adriaens and
Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
title = {Scalable Dyadic Independence Models with Local and Global Constraints},
journal = {CoRR},
volume = {abs/2002.07076},
year = {2020},
url = {https://arxiv.org/abs/2002.07076},
eprinttype = {arXiv},
eprint = {2002.07076},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10127,
author = {Ahmad Mel and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {{FONDUE:} {A} Framework for Node Disambiguation Using Network Embeddings},
journal = {CoRR},
volume = {abs/2002.10127},
year = {2020},
url = {https://arxiv.org/abs/2002.10127},
eprinttype = {arXiv},
eprint = {2002.10127},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11442,
author = {Maarten Buyl and
Tijl De Bie},
title = {DeBayes: a Bayesian method for debiasing network embeddings},
journal = {CoRR},
volume = {abs/2002.11442},
year = {2020},
url = {https://arxiv.org/abs/2002.11442},
eprinttype = {arXiv},
eprint = {2002.11442},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11522,
author = {Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
title = {Network Representation Learning for Link Prediction: Are we improving
upon simple heuristics?},
journal = {CoRR},
volume = {abs/2002.11522},
year = {2020},
url = {https://arxiv.org/abs/2002.11522},
eprinttype = {arXiv},
eprint = {2002.11522},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10701,
author = {Alexandru Mara and
Yoosof Mashayekhi and
Jefrey Lijffijt and
Tijl De Bie},
title = {{CSNE:} Conditional Signed Network Embedding},
journal = {CoRR},
volume = {abs/2005.10701},
year = {2020},
url = {https://arxiv.org/abs/2005.10701},
eprinttype = {arXiv},
eprint = {2005.10701},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AdriaensLB19,
author = {Florian Adriaens and
Jefrey Lijffijt and
Tijl De Bie},
title = {Subjectively interesting connecting trees and forests},
journal = {Data Min. Knowl. Discov.},
volume = {33},
number = {4},
pages = {1088--1124},
year = {2019},
url = {https://doi.org/10.1007/s10618-019-00627-1},
doi = {10.1007/S10618-019-00627-1},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AdriaensLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/DengLKB19,
author = {Junning Deng and
Jefrey Lijffijt and
Bo Kang and
Tijl De Bie},
title = {{SIMIT:} Subjectively Interesting Motifs in Time Series},
journal = {Entropy},
volume = {21},
number = {6},
pages = {566},
year = {2019},
url = {https://doi.org/10.3390/e21060566},
doi = {10.3390/E21060566},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/DengLKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmui/LorenzoniBMBCL19,
author = {Valerio Lorenzoni and
Pieter Van den Berghe and
Pieter{-}Jan Maes and
Tijl De Bie and
Dirk De Clercq and
Marc Leman},
title = {Design and validation of an auditory biofeedback system for modification
of running parameters},
journal = {J. Multimodal User Interfaces},
volume = {13},
number = {3},
pages = {167--180},
year = {2019},
url = {https://doi.org/10.1007/s12193-018-0283-1},
doi = {10.1007/S12193-018-0283-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmui/LorenzoniBMBCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/KangLB19,
author = {Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Conditional Network Embeddings},
booktitle = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491/abstract42.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:44 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/KangLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AdriaensABGL19,
author = {Florian Adriaens and
{\c{C}}igdem Aslay and
Tijl De Bie and
Aristides Gionis and
Jefrey Lijffijt},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Discovering Interesting Cycles in Directed Graphs},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1191--1200},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357970},
doi = {10.1145/3357384.3357970},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AdriaensABGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KangLB19,
author = {Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Conditional Network Embeddings},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=ryepUj0qtX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KangLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaraLB19,
author = {Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
title = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction},
booktitle = {Reproducibility in Machine Learning, {ICLR} 2019 Workshop, New Orleans,
Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=H1eJH3IaLN},
timestamp = {Thu, 25 Jul 2019 16:26:31 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaraLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BendimeradLPRB19,
author = {Anes Bendimerad and
Jefrey Lijffijt and
Marc Plantevit and
C{\'{e}}line Robardet and
Tijl De Bie},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Contrastive Antichains in Hierarchies},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {294--304},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330954},
doi = {10.1145/3292500.3330954},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BendimeradLPRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaraLB19,
author = {Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {5--13},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_2.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaraLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09691,
author = {Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
title = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction},
journal = {CoRR},
volume = {abs/1901.09691},
year = {2019},
url = {http://arxiv.org/abs/1901.09691},
eprinttype = {arXiv},
eprint = {1901.09691},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-11535,
author = {Xi Chen and
Panayiotis Tsaparas and
Jefrey Lijffijt and
Tijl De Bie},
title = {Opinion Dynamics with Backfire Effect and Biased Assimilation},
journal = {CoRR},
volume = {abs/1903.11535},
year = {2019},
url = {http://arxiv.org/abs/1903.11535},
eprinttype = {arXiv},
eprint = {1903.11535},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-11535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12694,
author = {Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {ExplaiNE: An Approach for Explaining Network Embedding-based Link
Predictions},
journal = {CoRR},
volume = {abs/1904.12694},
year = {2019},
url = {http://arxiv.org/abs/1904.12694},
eprinttype = {arXiv},
eprint = {1904.12694},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03040,
author = {Anes Bendimerad and
Ahmad Mel and
Jefrey Lijffijt and
Marc Plantevit and
C{\'{e}}line Robardet and
Tijl De Bie},
title = {Mining Subjectively Interesting Attributed Subgraphs},
journal = {CoRR},
volume = {abs/1905.03040},
year = {2019},
url = {http://arxiv.org/abs/1905.03040},
eprinttype = {arXiv},
eprint = {1905.03040},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10086,
author = {Bo Kang and
Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {Conditional t-SNE: Complementary t-SNE embeddings through factoring
out prior information},
journal = {CoRR},
volume = {abs/1905.10086},
year = {2019},
url = {http://arxiv.org/abs/1905.10086},
eprinttype = {arXiv},
eprint = {1905.10086},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01060,
author = {Florian Adriaens and
{\c{C}}igdem Aslay and
Tijl De Bie and
Aristides Gionis and
Jefrey Lijffijt},
title = {Discovering Interesting Cycles in Directed Graphs},
journal = {CoRR},
volume = {abs/1909.01060},
year = {2019},
url = {http://arxiv.org/abs/1909.01060},
eprinttype = {arXiv},
eprint = {1909.01060},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09369,
author = {Rafael Poyiadzi and
Kacper Sokol and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie and
Peter A. Flach},
title = {{FACE:} Feasible and Actionable Counterfactual Explanations},
journal = {CoRR},
volume = {abs/1909.09369},
year = {2019},
url = {http://arxiv.org/abs/1909.09369},
eprinttype = {arXiv},
eprint = {1909.09369},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KangLSB18,
author = {Bo Kang and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {{SICA:} subjectively interesting component analysis},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {4},
pages = {949--987},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0558-x},
doi = {10.1007/S10618-018-0558-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KangLSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasmp/VeireB18,
author = {Len Vande Veire and
Tijl De Bie},
title = {From raw audio to a seamless mix: creating an automated {DJ} system
for Drum and Bass},
journal = {{EURASIP} J. Audio Speech Music. Process.},
volume = {2018},
pages = {13},
year = {2018},
url = {https://doi.org/10.1186/s13636-018-0134-8},
doi = {10.1186/S13636-018-0134-8},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejasmp/VeireB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PuolamakiOKLB18,
author = {Kai Puolam{\"{a}}ki and
Emilia Oikarinen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic
Approach},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1208--1211},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00112},
doi = {10.1109/ICDE.2018.00112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PuolamakiOKLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LijffijtKDPOB18,
author = {Jefrey Lijffijt and
Bo Kang and
Wouter Duivesteijn and
Kai Puolam{\"{a}}ki and
Emilia Oikarinen and
Tijl De Bie},
title = {Subjectively Interesting Subgroup Discovery on Real-Valued Targets},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1352--1355},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00148},
doi = {10.1109/ICDE.2018.00148},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LijffijtKDPOB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenLB18,
author = {Xi Chen and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Yike Guo and
Faisal Farooq},
title = {Quantifying and Minimizing Risk of Conflict in Social Networks},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1197--1205},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220074},
doi = {10.1145/3219819.3220074},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/moco/LorenzoniMBCBL18,
author = {Valerio Lorenzoni and
Pieter{-}Jan Maes and
Pieter Van den Berghe and
Dirk De Clercq and
Tijl De Bie and
Marc Leman},
title = {A biofeedback music-sonification system for gait retraining},
booktitle = {Proceedings of the 5th International Conference on Movement and Computing,
{MOCO} 2018, Genoa, Italy, June 28-30, 2018},
pages = {28:1--28:5},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3212721.3212843},
doi = {10.1145/3212721.3212843},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/moco/LorenzoniMBCBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VandaeleBS18,
author = {Robin Vandaele and
Tijl De Bie and
Yvan Saeys},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Local Topological Data Analysis to Uncover the Global Structure of
Data Approaching Graph-Structured Topologies},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {19--36},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_2},
doi = {10.1007/978-3-030-10928-8\_2},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VandaeleBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PoyiadziSB18,
author = {Rafael Poyiadzi and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Ordinal Label Proportions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {306--321},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_19},
doi = {10.1007/978-3-030-10925-7\_19},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PoyiadziSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03549,
author = {Florian Adriaens and
Tijl De Bie and
Aristides Gionis and
Jefrey Lijffijt and
Polina Rozenshtein},
title = {From acquaintance to best friend forever: robust and fine-grained
inference of social tie strengths},
journal = {CoRR},
volume = {abs/1802.03549},
year = {2018},
url = {http://arxiv.org/abs/1802.03549},
eprinttype = {arXiv},
eprint = {1802.03549},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07544,
author = {Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Conditional Network Embeddings},
journal = {CoRR},
volume = {abs/1805.07544},
year = {2018},
url = {http://arxiv.org/abs/1805.07544},
eprinttype = {arXiv},
eprint = {1805.07544},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/BieRHS18,
author = {Tijl De Bie and
Luc De Raedt and
Holger H. Hoos and
Padhraic Smyth},
title = {Automating Data Science (Dagstuhl Seminar 18401)},
journal = {Dagstuhl Reports},
volume = {8},
number = {9},
pages = {154--181},
year = {2018},
url = {https://doi.org/10.4230/DagRep.8.9.154},
doi = {10.4230/DAGREP.8.9.154},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BieRHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SimeoneSMLB17,
author = {Paolo Simeone and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Matt McVicar and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Niall M. Adams and
Allan Tucker and
David John Weston},
title = {Hierarchical Novelty Detection},
booktitle = {Advances in Intelligent Data Analysis {XVI} - 16th International Symposium,
{IDA} 2017, London, UK, October 26-28, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10584},
pages = {310--321},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68765-0\_26},
doi = {10.1007/978-3-319-68765-0\_26},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/SimeoneSMLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AdriaensLB17,
author = {Florian Adriaens and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Subjectively Interesting Connecting Trees},
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 = {53--69},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_4},
doi = {10.1007/978-3-319-71246-8\_4},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AdriaensLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04521,
author = {Jefrey Lijffijt and
Bo Kang and
Wouter Duivesteijn and
Kai Puolam{\"{a}}ki and
Emilia Oikarinen and
Tijl De Bie},
title = {Subjectively Interesting Subgroup Discovery on Real-valued Targets},
journal = {CoRR},
volume = {abs/1710.04521},
year = {2017},
url = {http://arxiv.org/abs/1710.04521},
eprinttype = {arXiv},
eprint = {1710.04521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-04521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08167,
author = {Kai Puolam{\"{a}}ki and
Emilia Oikarinen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic
Approach},
journal = {CoRR},
volume = {abs/1710.08167},
year = {2017},
url = {http://arxiv.org/abs/1710.08167},
eprinttype = {arXiv},
eprint = {1710.08167},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/LijffijtSKB16,
author = {Jefrey Lijffijt and
Eirini Spyropoulou and
Bo Kang and
Tijl De Bie},
title = {P-N-RMiner: a generic framework for mining interesting structured
relational patterns},
journal = {Int. J. Data Sci. Anal.},
volume = {1},
number = {1},
pages = {61--76},
year = {2016},
url = {https://doi.org/10.1007/s41060-016-0004-3},
doi = {10.1007/S41060-016-0004-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/LijffijtSKB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeeuwenBSM16,
author = {Matthijs van Leeuwen and
Tijl De Bie and
Eirini Spyropoulou and
C{\'{e}}dric Mesnage},
title = {Subjective interestingness of subgraph patterns},
journal = {Mach. Learn.},
volume = {105},
number = {1},
pages = {41--75},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5539-3},
doi = {10.1007/S10994-015-5539-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LeeuwenBSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/McVicarSMLSB16,
author = {Matt McVicar and
Benjamin Sach and
C{\'{e}}dric Mesnage and
Jefrey Lijffijt and
Eirini Spyropoulou and
Tijl De Bie},
title = {SuMoTED: An intuitive edit distance between rooted unordered uniquely-labelled
trees},
journal = {Pattern Recognit. Lett.},
volume = {79},
pages = {52--59},
year = {2016},
url = {https://doi.org/10.1016/j.patrec.2016.04.012},
doi = {10.1016/J.PATREC.2016.04.012},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/McVicarSMLSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BieLSK16,
author = {Tijl De Bie and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Bo Kang},
title = {Informative data projections: a framework and two examples},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-123.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BieLSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/McVicarSB16,
author = {Matt McVicar and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie},
title = {Learning to separate vocals from polyphonic mixtures via ensemble
methods and structured output prediction},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {450--454},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7471715},
doi = {10.1109/ICASSP.2016.7471715},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/McVicarSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GunsALB16,
author = {Tias Guns and
Achille Aknin and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Direct Mining of Subjectively Interesting Relational Patterns},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {913--918},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0112},
doi = {10.1109/ICDM.2016.0112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GunsALB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KangLSB16,
author = {Bo Kang and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Subjectively Interesting Component Analysis: Data Projections that
Contrast with Prior Expectations},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1615--1624},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939840},
doi = {10.1145/2939672.2939840},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KangLSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BieLMS16,
author = {Tijl De Bie and
Jefrey Lijffijt and
C{\'{e}}dric Mesnage and
Ra{\'{u}}l Santos{-}Rodriguez},
editor = {Francesco A. N. Palmieri and
Aurelio Uncini and
Kostas I. Diamantaras and
Jan Larsen},
title = {Detecting trends in twitter time series},
booktitle = {26th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2016, Vietri sul Mare, Salerno, Italy, September
13-16, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/MLSP.2016.7738815},
doi = {10.1109/MLSP.2016.7738815},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/BieLMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KangPLB16,
author = {Bo Kang and
Kai Puolam{\"{a}}ki and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Bettina Berendt and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Gemma C. Garriga and
Pauli Miettinen and
Nikolaj Tatti and
Volker Tresp},
title = {A Tool for Subjective and Interactive Visual Data Exploration},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9853},
pages = {3--7},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46131-1\_1},
doi = {10.1007/978-3-319-46131-1\_1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KangPLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PuolamakiKLB16,
author = {Kai Puolam{\"{a}}ki and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Interactive Visual Data Exploration with Subjective Feedback},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {214--229},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_14},
doi = {10.1007/978-3-319-46227-1\_14},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PuolamakiKLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KontonasiosB15,
author = {Kleanthis{-}Nikolaos Kontonasios and
Tijl De Bie},
title = {Subjectively interesting alternative clusterings},
journal = {Mach. Learn.},
volume = {98},
number = {1-2},
pages = {31--56},
year = {2015},
url = {https://doi.org/10.1007/s10994-013-5333-z},
doi = {10.1007/S10994-013-5333-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KontonasiosB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LijffijtSKB15,
author = {Jefrey Lijffijt and
Eirini Spyropoulou and
Bo Kang and
Tijl De Bie},
title = {P-N-RMiner: {A} generic framework for mining interesting structured
relational patterns},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344837},
doi = {10.1109/DSAA.2015.7344837},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LijffijtSKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/McVicarMLB15,
author = {Matt McVicar and
C{\'{e}}dric Mesnage and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {Interactively Exploring Supply and Demand in the {UK} Independent
Music Scene},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {289--292},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_32},
doi = {10.1007/978-3-319-23461-8\_32},
timestamp = {Wed, 17 Mar 2021 09:50:14 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/McVicarMLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/McVicarMLSB15,
author = {Matt McVicar and
C{\'{e}}dric Mesnage and
Jefrey Lijffijt and
Eirini Spyropoulou and
Tijl De Bie},
editor = {David De Roure and
Pete Burnap and
Susan Halford},
title = {Supply and demand of independent {UK} music artists on the web},
booktitle = {Proceedings of the {ACM} Web Science Conference, WebSci 2015, Oxford,
United Kingdom, June 28 - July 1, 2015},
pages = {48:1--48:2},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2786451.2786488},
doi = {10.1145/2786451.2786488},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/websci/McVicarMLSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2015,
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5},
doi = {10.1007/978-3-319-24465-5},
isbn = {978-3-319-24464-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BieLSK15,
author = {Tijl De Bie and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodriguez and
Bo Kang},
title = {Informative Data Projections: {A} Framework and Two Examples},
journal = {CoRR},
volume = {abs/1511.08762},
year = {2015},
url = {http://arxiv.org/abs/1511.08762},
eprinttype = {arXiv},
eprint = {1511.08762},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BieLSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SpyropoulouBB14,
author = {Eirini Spyropoulou and
Tijl De Bie and
Mario Boley},
title = {Interesting pattern mining in multi-relational data},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {3},
pages = {808--849},
year = {2014},
url = {https://doi.org/10.1007/s10618-013-0319-9},
doi = {10.1007/S10618-013-0319-9},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/SpyropoulouBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/McVicarSNB14,
author = {Matt McVicar and
Ra{\'{u}}l Santos{-}Rodriguez and
Yizhao Ni and
Tijl De Bie},
title = {Automatic Chord Estimation from Audio: {A} Review of the State of
the Art},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {22},
number = {2},
pages = {556--575},
year = {2014},
url = {https://doi.org/10.1109/TASLP.2013.2294580},
doi = {10.1109/TASLP.2013.2294580},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/McVicarSNB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SpyropoulouB14,
author = {Eirini Spyropoulou and
Tijl De Bie},
title = {Mining approximate multi-relational patterns},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {477--483},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058115},
doi = {10.1109/DSAA.2014.7058115},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SpyropoulouB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BieF13,
author = {Tijl De Bie and
Peter A. Flach},
title = {Guest editors' introduction: special section of selected papers from
{ECML-PKDD} 2012},
journal = {Data Min. Knowl. Discov.},
volume = {27},
number = {3},
pages = {442--443},
year = {2013},
url = {https://doi.org/10.1007/s10618-013-0325-y},
doi = {10.1007/S10618-013-0325-Y},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/BieF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BieF13,
author = {Tijl De Bie and
Peter A. Flach},
title = {Guest editors' introduction: special issue of selected papers from
{ECML-PKDD} 2012},
journal = {Mach. Learn.},
volume = {92},
number = {1},
pages = {1--3},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5389-9},
doi = {10.1007/S10994-013-5389-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BieF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/NiMSB13,
author = {Yizhao Ni and
Matt McVicar and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {Understanding Effects of Subjectivity in Measuring Chord Estimation
Accuracy},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {21},
number = {12},
pages = {2607--2615},
year = {2013},
url = {https://doi.org/10.1109/TASL.2013.2280218},
doi = {10.1109/TASL.2013.2280218},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/NiMSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SpyropoulouBB13,
author = {Eirini Spyropoulou and
Tijl De Bie and
Mario Boley},
editor = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier and
Tomoyuki Higuchi},
title = {Mining Interesting Patterns in Multi-relational Data with N-ary Relationships},
booktitle = {Discovery Science - 16th International Conference, {DS} 2013, Singapore,
October 6-9, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8140},
pages = {217--232},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40897-7\_15},
doi = {10.1007/978-3-642-40897-7\_15},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dis/SpyropoulouBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/Bie13,
author = {Tijl De Bie},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Subjective Interestingness in Exploratory Data Mining},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {19--31},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_3},
doi = {10.1007/978-3-642-41398-8\_3},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/Bie13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KontonasiosVB13,
author = {Kleanthis{-}Nikolaos Kontonasios and
Jilles Vreeken and
Tijl De Bie},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Maximum Entropy Models for Iteratively Identifying Subjectively Interesting
Structure in Real-Valued Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {256--271},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_17},
doi = {10.1007/978-3-642-40991-2\_17},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KontonasiosVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BieS13,
author = {Tijl De Bie and
Eirini Spyropoulou},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Theoretical Framework for Exploratory Data Mining: Recent Insights
and Challenges Ahead},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {612--616},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_39},
doi = {10.1007/978-3-642-40994-3\_39},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BieS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/advai/TurchiBGC12,
author = {Marco Turchi and
Tijl De Bie and
Cyril Goutte and
Nello Cristianini},
title = {Learning to Translate: {A} Statistical and Computational Analysis},
journal = {Adv. Artif. Intell.},
volume = {2012},
pages = {484580:1--484580:15},
year = {2012},
url = {https://doi.org/10.1155/2012/484580},
doi = {10.1155/2012/484580},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/advai/TurchiBGC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FysonBC12,
author = {Nick Fyson and
Tijl De Bie and
Nello Cristianini},
title = {The NetCover algorithm for the reconstruction of causal networks},
journal = {Neurocomputing},
volume = {96},
pages = {19--28},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.10.042},
doi = {10.1016/J.NEUCOM.2011.10.042},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/FysonBC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/NiMSB12,
author = {Yizhao Ni and
Matt McVicar and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie},
title = {An End-to-End Machine Learning System for Harmonic Analysis of Music},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {20},
number = {6},
pages = {1771--1783},
year = {2012},
url = {https://doi.org/10.1109/TASL.2012.2188516},
doi = {10.1109/TASL.2012.2188516},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/NiMSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/TurchiBC12,
author = {Marco Turchi and
Tijl De Bie and
Nello Cristianini},
title = {An intelligent Web agent that autonomously learns how to translate},
journal = {Web Intell. Agent Syst.},
volume = {10},
number = {2},
pages = {165--178},
year = {2012},
url = {https://doi.org/10.3233/WIA-2012-0239},
doi = {10.3233/WIA-2012-0239},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wias/TurchiBC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/KontonasiosSB12,
author = {Kleanthis{-}Nikolaos Kontonasios and
Eirini Spyropoulou and
Tijl De Bie},
title = {Knowledge discovery interestingness measures based on unexpectedness},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {2},
number = {5},
pages = {386--399},
year = {2012},
url = {https://doi.org/10.1002/widm.1063},
doi = {10.1002/WIDM.1063},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/KontonasiosSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/AliZBC12,
author = {Omar Ali and
Giovanni Zappella and
Tijl De Bie and
Nello Cristianini},
editor = {Pedro Latorre Carmona and
J. Salvador S{\'{a}}nchez and
Ana L. N. Fred},
title = {An Empirical Comparison of Label Prediction Algorithms on Automatically
Inferred Networks},
booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
Pattern Recognition Applications and Methods, Volume 2, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
pages = {259--268},
publisher = {SciTePress},
year = {2012},
timestamp = {Thu, 26 Jul 2018 12:47:50 +0200},
biburl = {https://dblp.org/rec/conf/icpram/AliZBC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KontonasiosB12,
author = {Kleanthis{-}Nikolaos Kontonasios and
Tijl De Bie},
editor = {Jaakko Hollm{\'{e}}n and
Frank Klawonn and
Allan Tucker},
title = {Formalizing Complex Prior Information to Quantify Subjective Interestingness
of Frequent Pattern Sets},
booktitle = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
{IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7619},
pages = {161--171},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34156-4\_16},
doi = {10.1007/978-3-642-34156-4\_16},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/KontonasiosB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/NiMSB12,
author = {Yizhao Ni and
Matt McVicar and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie},
editor = {Fabien Gouyon and
Perfecto Herrera and
Luis Gustavo Martins and
Meinard M{\"{u}}ller},
title = {Using Hyper-genre Training to Explore Genre Information for Automatic
Chord Estimation},
booktitle = {Proceedings of the 13th International Society for Music Information
Retrieval Conference, {ISMIR} 2012, Mosteiro S.Bento Da Vit{\'{o}}ria,
Porto, Portugal, October 8-12, 2012},
pages = {109--114},
publisher = {{FEUP} Edi{\c{c}}{\~{o}}es},
year = {2012},
url = {http://ismir2012.ismir.net/event/papers/109-ismir-2012.pdf},
timestamp = {Tue, 04 Jan 2022 10:38:10 +0100},
biburl = {https://dblp.org/rec/conf/ismir/NiMSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2012-1,
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3},
doi = {10.1007/978-3-642-33460-3},
isbn = {978-3-642-33459-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2012-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2012-2,
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3},
doi = {10.1007/978-3-642-33486-3},
isbn = {978-3-642-33485-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2012-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Bie11,
author = {Tijl De Bie},
title = {Maximum entropy models and subjective interestingness: an application
to tiles in binary databases},
journal = {Data Min. Knowl. Discov.},
volume = {23},
number = {3},
pages = {407--446},
year = {2011},
url = {https://doi.org/10.1007/s10618-010-0209-3},
doi = {10.1007/S10618-010-0209-3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Bie11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/FysonBC11,
author = {Nick Fyson and
Tijl De Bie and
Nello Cristianini},
editor = {Andrej Dobnikar and
Uros Lotric and
Branko Ster},
title = {Reconstruction of Causal Networks by Set Covering},
booktitle = {Adaptive and Natural Computing Algorithms - 10th International Conference,
{ICANNGA} 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6594},
pages = {196--205},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20267-4\_21},
doi = {10.1007/978-3-642-20267-4\_21},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/icannga/FysonBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KontonasiosVB11,
author = {Kleanthis{-}Nikolaos Kontonasios and
Jilles Vreeken and
Tijl De Bie},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Maximum Entropy Modelling for Assessing Results on Real-Valued Data},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {350--359},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.98},
doi = {10.1109/ICDM.2011.98},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KontonasiosVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SpyropoulouB11,
author = {Eirini Spyropoulou and
Tijl De Bie},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Interesting Multi-relational Patterns},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {675--684},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.82},
doi = {10.1109/ICDM.2011.82},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SpyropoulouB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/McVicarNBS11,
author = {Matt McVicar and
Yizhao Ni and
Tijl De Bie and
Ra{\'{u}}l Santos{-}Rodriguez},
editor = {Anssi Klapuri and
Colby Leider},
title = {Leveraging Noisy Online Databases for Use in Chord Recognition},
booktitle = {Proceedings of the 12th International Society for Music Information
Retrieval Conference, {ISMIR} 2011, Miami, Florida, USA, October 24-28,
2011},
pages = {639--644},
publisher = {University of Miami},
year = {2011},
url = {http://ismir2011.ismir.net/papers/OS8-2.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/McVicarNBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/McVicarFB11,
author = {Matt McVicar and
Tim Freeman and
Tijl De Bie},
editor = {Anssi Klapuri and
Colby Leider},
title = {Mining the Correlation between Lyrical and Audio Features and the
Emergence of Mood},
booktitle = {Proceedings of the 12th International Society for Music Information
Retrieval Conference, {ISMIR} 2011, Miami, Florida, USA, October 24-28,
2011},
pages = {783--788},
publisher = {University of Miami},
year = {2011},
url = {http://ismir2011.ismir.net/papers/OS9-2.pdf},
timestamp = {Sun, 26 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/McVicarFB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SnowsillFBC11,
author = {Tristan Mark Snowsill and
Nick Fyson and
Tijl De Bie and
Nello Cristianini},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Refining causality: who copied from whom?},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {466--474},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020483},
doi = {10.1145/2020408.2020483},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SnowsillFBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Bie11,
author = {Tijl De Bie},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {An information theoretic framework for data mining},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {564--572},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020497},
doi = {10.1145/2020408.2020497},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Bie11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multiclust/Bie11,
author = {Tijl De Bie},
editor = {Emmanuel M{\"{u}}ller and
Stephan G{\"{u}}nnemann and
Ira Assent and
Thomas Seidl},
title = {Subjectively Interesting Alternative Clusters},
booktitle = {Proceedings of the 2nd MultiClust Workshop: Discovering, Summarizing
and Using Multiple Clusterings, Athens, Greece, September 5, 2011,
in conjunction with {ECML/PKDD} 2011},
series = {{CEUR} Workshop Proceedings},
volume = {772},
pages = {43--54},
publisher = {CEUR-WS.org},
year = {2011},
url = {https://ceur-ws.org/Vol-772/multiclust2011-paper6.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/multiclust/Bie11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AliFBC11,
author = {Omar Ali and
Ilias N. Flaounas and
Tijl De Bie and
Nello Cristianini},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Celebrity Watch: Browsing News Content by Exploiting Social Intelligence},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6913},
pages = {613--616},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23808-6\_40},
doi = {10.1007/978-3-642-23808-6\_40},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AliFBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FlaounasATSNBC11,
author = {Ilias N. Flaounas and
Omar Ali and
Marco Turchi and
Tristan Snowsill and
Florent Nicart and
Tijl De Bie and
Nello Cristianini},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {{NOAM:} news outlets analysis and monitoring system},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {1275--1278},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989474},
doi = {10.1145/1989323.1989474},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/FlaounasATSNBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-4475,
author = {Eirini Spyropoulou and
Tijl De Bie},
title = {Interesting Multi-Relational Patterns},
journal = {CoRR},
volume = {abs/1106.4475},
year = {2011},
url = {http://arxiv.org/abs/1106.4475},
eprinttype = {arXiv},
eprint = {1106.4475},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-4475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-4969,
author = {Yizhao Ni and
Matt McVicar and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie},
title = {An end-to-end machine learning system for harmonic analysis of music},
journal = {CoRR},
volume = {abs/1107.4969},
year = {2011},
url = {http://arxiv.org/abs/1107.4969},
eprinttype = {arXiv},
eprint = {1107.4969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-4969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-0420,
author = {Yizhao Ni and
Matt McVicar and
Ra{\'{u}}l Santos{-}Rodriguez and
Tijl De Bie},
title = {Meta-song evaluation for chord recognition},
journal = {CoRR},
volume = {abs/1109.0420},
year = {2011},
url = {http://arxiv.org/abs/1109.0420},
eprinttype = {arXiv},
eprint = {1109.0420},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-0420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BieKS10,
author = {Tijl De Bie and
Kleanthis{-}Nikolaos Kontonasios and
Eirini Spyropoulou},
title = {A framework for mining interesting pattern sets},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {2},
pages = {92--100},
year = {2010},
url = {https://doi.org/10.1145/1964897.1964920},
doi = {10.1145/1964897.1964920},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BieKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/SnowsillNSBC10,
author = {Tristan Snowsill and
Florent Nicart and
Marco Stefani and
Tijl De Bie and
Nello Cristianini},
title = {Finding surprising patterns in textual data streams},
booktitle = {2nd International Workshop on Cognitive Information Processing, {CIP}
2010, Elba, Italy, 14-16 June, 2010},
pages = {405--410},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CIP.2010.5604085},
doi = {10.1109/CIP.2010.5604085},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cogip/SnowsillNSBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LamposBC10,
author = {Vasileios Lampos and
Tijl De Bie and
Nello Cristianini},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Flu Detector - Tracking Epidemics on Twitter},
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 = {599--602},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_42},
doi = {10.1007/978-3-642-15939-8\_42},
timestamp = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LamposBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SnowsillFBC10,
author = {Tristan Snowsill and
Ilias N. Flaounas and
Tijl De Bie and
Nello Cristianini},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Detecting Events in a Million New York Times Articles},
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 = {615--618},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_46},
doi = {10.1007/978-3-642-15939-8\_46},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SnowsillFBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KontonasiosB10,
author = {Kleanthis{-}Nikolaos Kontonasios and
Tijl De Bie},
title = {An Information-Theoretic Approach to Finding Informative Noisy Tiles
in Binary Databases},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {153--164},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.14},
doi = {10.1137/1.9781611972801.14},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KontonasiosB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AliFBMLC10,
author = {Omar Ali and
Ilias N. Flaounas and
Tijl De Bie and
Nick Mosdell and
Justin Lewis and
Nello Cristianini},
editor = {Tom Diethe and
Nello Cristianini and
John Shawe{-}Taylor},
title = {Automating News Content Analysis: An Application to Gender Bias and
Readability},
booktitle = {Proceedings of the First Workshop on Applications of Pattern Analysis,
{WAPA} 2010, Cumberland Lodge, Windsor, UK, September 1-3, 2010},
series = {{JMLR} Proceedings},
volume = {11},
pages = {36--43},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v11/ali10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AliFBMLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-0849,
author = {Nick Fyson and
Tijl De Bie and
Nello Cristianini},
title = {Reconstruction of Causal Networks by Set Covering},
journal = {CoRR},
volume = {abs/1006.0849},
year = {2010},
url = {http://arxiv.org/abs/1006.0849},
eprinttype = {arXiv},
eprint = {1006.0849},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-0849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-3314,
author = {Tijl De Bie},
title = {Maximum entropy models and subjective interestingness: an application
to tiles in binary databases},
journal = {CoRR},
volume = {abs/1008.3314},
year = {2010},
url = {http://arxiv.org/abs/1008.3314},
eprinttype = {arXiv},
eprint = {1008.3314},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-3314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/SunBSFDLVMM09,
author = {Hong Sun and
Tijl De Bie and
Valerie Storms and
Qiang Fu and
Thomas Dhollander and
Karen Lemmens and
Annemieke Verstuyf and
Bart De Moor and
Kathleen Marchal},
title = {ModuleDigger: an itemset mining framework for the detection of \emph{cis}-regulatory
modules},
journal = {{BMC} Bioinform.},
volume = {10},
number = {{S-1}},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-S1-S30},
doi = {10.1186/1471-2105-10-S1-S30},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/SunBSFDLVMM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eamt/TurchiBC09,
author = {Marco Turchi and
Tijl De Bie and
Nello Cristianini},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Harold L. Somers},
title = {Learning to translate: a statistical and computational analysis},
booktitle = {Workshop on Statistical Multilingual Analysis for Retrieval and Translation,
SMART@EAMT 2009, Barcelona, Spain, May 13, 2009},
publisher = {European Association for Machine Translation},
year = {2009},
url = {https://aclanthology.org/2009.eamt-smart.6/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eamt/TurchiBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BieMB09,
author = {Tijl De Bie and
Thiago Turchetti Maia and
Ant{\^{o}}nio de P{\'{a}}dua Braga},
title = {Machine Learning with Labeled and Unlabeled Data},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-3.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BieMB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/TurchiBC09,
author = {Marco Turchi and
Tijl De Bie and
Nello Cristianini},
title = {An Intelligent Agent That Autonomously Learns How to Translate},
booktitle = {Proceedings of the 2009 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, {IAT} 2009, Milan, Italy, 15-18 September
2009},
pages = {12--19},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/WI-IAT.2009.120},
doi = {10.1109/WI-IAT.2009.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/TurchiBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FlaounasTBC09,
author = {Ilias N. Flaounas and
Marco Turchi and
Tijl De Bie and
Nello Cristianini},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Inference and Validation of Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {344--358},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_40},
doi = {10.1007/978-3-642-04180-8\_40},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FlaounasTBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TurchiFABSC09,
author = {Marco Turchi and
Ilias N. Flaounas and
Omar Ali and
Tijl De Bie and
Tristan Snowsill and
Nello Cristianini},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Found in Translation},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {746--749},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_55},
doi = {10.1007/978-3-642-04174-7\_55},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TurchiFABSC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0906-5148,
author = {Tijl De Bie},
title = {Explicit probabilistic models for databases and networks},
journal = {CoRR},
volume = {abs/0906.5148},
year = {2009},
url = {http://arxiv.org/abs/0906.5148},
eprinttype = {arXiv},
eprint = {0906.5148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0906-5148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/DaemenGBDMMH08,
author = {Anneleen Daemen and
Olivier Gevaert and
Tijl De Bie and
Annelies Debucquoy and
Jean{-}Pascal Machiels and
Bart De Moor and
Karin Haustermans},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Tiffany Murray and
Teri E. Klein},
title = {Integrating Microarray and Proteomics Data to Predict the Response
of Cetuximab in Patients with Rectal Cancer},
booktitle = {Biocomputing 2008, Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, 4-8 January 2008},
pages = {166--177},
publisher = {World Scientific},
year = {2008},
url = {http://psb.stanford.edu/psb-online/proceedings/psb08/daeman.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/DaemenGBDMMH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/TurchiBC08,
author = {Marco Turchi and
Tijl De Bie and
Nello Cristianini},
editor = {Chris Callison{-}Burch and
Philipp Koehn and
Christof Monz and
Josh Schroeder and
Cameron S. Fordyce},
title = {Learning Performance of a Machine Translation System: a Statistical
and Computational Analysis},
booktitle = {Proceedings of the Third Workshop on Statistical Machine Translation,
WMT@ACL 2008, Columbus, Ohio, USA, June 19, 2008},
pages = {35--43},
publisher = {Association for Computational Linguistics},
year = {2008},
url = {https://aclanthology.org/W08-0305/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wmt/TurchiBC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BrescoTBC07,
author = {Margherita Bresco and
Marco Turchi and
Tijl De Bie and
Nello Cristianini},
title = {Modeling sequence evolution with kernel methods},
journal = {Comput. Optim. Appl.},
volume = {38},
number = {2},
pages = {281--298},
year = {2007},
url = {https://doi.org/10.1007/s10589-007-9045-9},
doi = {10.1007/S10589-007-9045-9},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/BrescoTBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/RicciBC07,
author = {Elisa Ricci and
Tijl De Bie and
Nello Cristianini},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Discriminative Sequence Labeling by Z-Score Optimization},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {274--285},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_27},
doi = {10.1007/978-3-540-74958-5\_27},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/RicciBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bie07,
author = {Tijl De Bie},
title = {Deploying {SDP} for machine learning},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {205--210},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-72.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bie07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SzedmakBH07,
author = {S{\'{a}}ndor Szedm{\'{a}}k and
Tijl De Bie and
David R. Hardoon},
title = {A metamorphosis of Canonical Correlation Analysis into multivariate
maximum margin learning},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {211--216},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SzedmakBH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RicciBC07,
author = {Elisa Ricci and
Tijl De Bie and
Nello Cristianini},
editor = {Michael R. Berthold and
John Shawe{-}Taylor and
Nada Lavrac},
title = {Learning to Align: {A} Statistical Approach},
booktitle = {Advances in Intelligent Data Analysis VII, 7th International Symposium
on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September
6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4723},
pages = {25--36},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74825-0\_3},
doi = {10.1007/978-3-540-74825-0\_3},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/RicciBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/BieTOM07,
author = {Tijl De Bie and
L{\'{e}}on{-}Charles Tranchevent and
Liesbeth M. M. van Oeffelen and
Yves Moreau},
title = {Kernel-based data fusion for gene prioritization},
booktitle = {Proceedings 15th International Conference on Intelligent Systems for
Molecular Biology {(ISMB)} {\&} 6th European Conference on Computational
Biology (ECCB), Vienna, Austria, July 21-25, 2007},
pages = {125--132},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm187},
doi = {10.1093/BIOINFORMATICS/BTM187},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismb/BieTOM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GalloBC07,
author = {Arianna Gallo and
Tijl De Bie and
Nello Cristianini},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {{MINI:} Mining Informative Non-redundant Itemsets},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {438--445},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_44},
doi = {10.1007/978-3-540-74976-9\_44},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GalloBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BieCDH06,
author = {Tijl De Bie and
Nello Cristianini and
Jeffery P. Demuth and
Matthew W. Hahn},
title = {{CAFE:} a computational tool for the study of gene family evolution},
journal = {Bioinform.},
volume = {22},
number = {10},
pages = {1269--1271},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl097},
doi = {10.1093/BIOINFORMATICS/BTL097},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BieCDH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BieC06,
author = {Tijl De Bie and
Nello Cristianini},
title = {Fast {SDP} Relaxations of Graph Cut Clustering, Transduction, and
Other Combinatorial Problem},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1409--1436},
year = {2006},
url = {http://jmlr.org/papers/v7/debie06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BieC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DoliaBHST06,
author = {Alexander N. Dolia and
Tijl De Bie and
Christopher J. Harris and
John Shawe{-}Taylor and
D. M. Titterington},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {The Minimum Volume Covering Ellipsoid Estimation in Kernel-Defined
Feature Spaces},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {630--637},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_61},
doi = {10.1007/11871842\_61},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/DoliaBHST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/06/BieC06,
author = {Tijl De Bie and
Nello Cristianini},
editor = {Olivier Chapelle and
Bernhard Sch{\"{o}}lkopf and
Alexander Zien},
title = {Semi-Supervised Learning Using Semi-Definite Programming},
booktitle = {Semi-Supervised Learning},
pages = {118--135},
publisher = {The {MIT} Press},
year = {2006},
url = {https://doi.org/10.7551/mitpress/9780262033589.003.0007},
doi = {10.7551/MITPRESS/9780262033589.003.0007},
timestamp = {Mon, 22 Jul 2019 15:58:13 +0200},
biburl = {https://dblp.org/rec/books/mit/06/BieC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/BieMEMCM05,
author = {Tijl De Bie and
Patrick Monsieurs and
Kristof Engelen and
Bart De Moor and
Nello Cristianini and
Kathleen Marchal},
editor = {Russ B. Altman and
Tiffany A. Jung and
Teri E. Klein and
A. Keith Dunker and
Lawrence Hunter},
title = {Discovering Transcriptional Modules from Motif, Chip-Chip and Microarray
Data},
booktitle = {Biocomputing 2005, Proceedings of the Pacific Symposium, Hawaii, USA,
4-8 January 2005},
publisher = {World Scientific},
year = {2005},
url = {http://psb.stanford.edu/psb-online/proceedings/psb05/debie.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/BieMEMCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LanckrietBCJN04,
author = {Gert R. G. Lanckriet and
Tijl De Bie and
Nello Cristianini and
Michael I. Jordan and
William Stafford Noble},
title = {A statistical framework for genomic data fusion},
journal = {Bioinform.},
volume = {20},
number = {16},
pages = {2626--2635},
year = {2004},
url = {https://doi.org/10.1093/bioinformatics/bth294},
doi = {10.1093/BIOINFORMATICS/BTH294},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LanckrietBCJN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/BieC04,
author = {Tijl De Bie and
Nello Cristianini},
editor = {Ana L. N. Fred and
Terry Caelli and
Robert P. W. Duin and
Aur{\'{e}}lio C. Campilho and
Dick de Ridder},
title = {Kernel Methods for Exploratory Pattern Analysis: {A} Demonstration
on Text Data},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2004 and {SPR} 2004, Lisbon,
Portugal, August 18-20, 2004 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3138},
pages = {16--29},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27868-9\_2},
doi = {10.1007/978-3-540-27868-9\_2},
timestamp = {Fri, 27 Mar 2020 08:58:07 +0100},
biburl = {https://dblp.org/rec/conf/sspr/BieC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/BieSM04,
author = {Tijl De Bie and
Johan A. K. Suykens and
Bart De Moor},
editor = {Ana L. N. Fred and
Terry Caelli and
Robert P. W. Duin and
Aur{\'{e}}lio C. Campilho and
Dick de Ridder},
title = {Learning from General Label Constraints},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2004 and {SPR} 2004, Lisbon,
Portugal, August 18-20, 2004 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3138},
pages = {671--679},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27868-9\_73},
doi = {10.1007/978-3-540-27868-9\_73},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/BieSM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BieMC03,
author = {Tijl De Bie and
Michinari Momma and
Nello Cristianini},
editor = {Ricard Gavald{\`{a}} and
Klaus P. Jantke and
Eiji Takimoto},
title = {Efficiently Learning the Metric with Side-Information},
booktitle = {Algorithmic Learning Theory, 14th International Conference, {ALT}
2003, Sapporo, Japan, October 17-19, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2842},
pages = {175--189},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39624-6\_15},
doi = {10.1007/978-3-540-39624-6\_15},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/BieMC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BieC03,
author = {Tijl De Bie and
Nello Cristianini},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Convex Methods for Transduction},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {73--80},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/83691715fdc5baf20ed0742b0b85785b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BieC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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