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ORCIDBibTeX records: Michael Cochez
@inproceedings{DBLP:conf/esws/WangRCB24,
author = {Ruijie Wang and
Luca Rossetto and
Michael Cochez and
Abraham Bernstein},
editor = {Albert Mero{\~{n}}o{-}Pe{\~{n}}uela and
Anastasia Dimou and
Rapha{\"{e}}l Troncy and
Olaf Hartig and
Maribel Acosta and
Mehwish Alam and
Heiko Paulheim and
Pasquale Lisena},
title = {{QAGCN:} Answering Multi-relation Questions via Single-Step Implicit
Reasoning over Knowledge Graphs},
booktitle = {The Semantic Web - 21st International Conference, {ESWC} 2024, Hersonissos,
Crete, Greece, May 26-30, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14664},
pages = {41--58},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-60626-7\_3},
doi = {10.1007/978-3-031-60626-7\_3},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/WangRCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RozanecSCL24,
author = {Joze M. Rozanec and
Beno Sircelj and
Michael Cochez and
Gregor Leban},
title = {Back to the Future: predicting causal relationships influencing oil
prices},
booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR}
2024, Vienna, Austria, May 11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=TqQlYLd52W},
timestamp = {Fri, 26 Jul 2024 10:05:23 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RozanecSCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AlamBCGOR24,
author = {Mehwish Alam and
Davide Buscaldi and
Michael Cochez and
Genet Asefa Gesese and
Francesco Osborne and
Diego Reforgiato Recupero},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Workshop on Deep Learning and Large Language Models for Knowledge
Graphs {(DL4KG)}},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6704--6705},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671491},
doi = {10.1145/3637528.3671491},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AlamBCGOR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nslp/AlivanistosBCH24,
author = {Dimitrios Alivanistos and
Seth van der Bijl and
Michael Cochez and
Frank van Harmelen},
editor = {Georg Rehm and
Stefan Dietze and
Sonja Schimmler and
Frank Kr{\"{u}}ger},
title = {The Effect of Knowledge Graph Schema on Classifying Future Research
Suggestions},
booktitle = {Natural Scientific Language Processing and Research Knowledge Graphs
- First International Workshop, {NSLP} 2024, Hersonissos, Crete, Greece,
May 27, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14770},
pages = {149--170},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-65794-8\_10},
doi = {10.1007/978-3-031-65794-8\_10},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nslp/AlivanistosBCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07639,
author = {Daniel Daza and
Cuong Xuan Chu and
Trung{-}Kien Tran and
Daria Stepanova and
Michael Cochez and
Paul Groth},
title = {Explaining Graph Neural Networks for Node Similarity on Graphs},
journal = {CoRR},
volume = {abs/2407.07639},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07639},
doi = {10.48550/ARXIV.2407.07639},
eprinttype = {arXiv},
eprint = {2407.07639},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05861,
author = {Taewoon Kim and
Vincent Fran{\c{c}}ois{-}Lavet and
Michael Cochez},
title = {Leveraging Knowledge Graph-Based Human-Like Memory Systems to Solve
Partially Observable Markov Decision Processes},
journal = {CoRR},
volume = {abs/2408.05861},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.05861},
doi = {10.48550/ARXIV.2408.05861},
eprinttype = {arXiv},
eprint = {2408.05861},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-05861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/KarimISBLCRD23,
author = {Md. Rezaul Karim and
Tanhim Islam and
Md Shajalal and
Oya Beyan and
Christoph Lange and
Michael Cochez and
Dietrich Rebholz{-}Schuhmann and
Stefan Decker},
title = {Explainable {AI} for Bioinformatics: Methods, Tools and Applications},
journal = {Briefings Bioinform.},
volume = {24},
number = {5},
year = {2023},
url = {https://doi.org/10.1093/bib/bbad236},
doi = {10.1093/BIB/BBAD236},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/KarimISBLCRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biomedsem/DazaAMPCG23,
author = {Daniel Daza and
Dimitrios Alivanistos and
Payal Mitra and
Thom Pijnenburg and
Michael Cochez and
Paul Groth},
title = {BioBLP: a modular framework for learning on multimodal biomedical
knowledge graphs},
journal = {J. Biomed. Semant.},
volume = {14},
number = {1},
pages = {20},
year = {2023},
url = {https://doi.org/10.1186/s13326-023-00301-y},
doi = {10.1186/S13326-023-00301-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biomedsem/DazaAMPCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RenauxTCTNL23,
author = {Alexandre Renaux and
Chlo{\'{e}} Terwagne and
Michael Cochez and
Ilaria Tiddi and
Ann Now{\'{e}} and
Tom Lenaerts},
title = {A knowledge graph approach to predict and interpret disease-causing
gene interactions},
journal = {{BMC} Bioinform.},
volume = {24},
number = {1},
pages = {324},
year = {2023},
url = {https://doi.org/10.1186/s12859-023-05451-5},
doi = {10.1186/S12859-023-05451-5},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/RenauxTCTNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgdk/BiswasKCDJLLMPS23,
author = {Russa Biswas and
Lucie{-}Aim{\'{e}}e Kaffee and
Michael Cochez and
Stefania Dumbrava and
Theis E. Jendal and
Matteo Lissandrini and
Vanessa L{\'{o}}pez and
Eneldo Loza Menc{\'{\i}}a and
Heiko Paulheim and
Harald Sack and
Edlira Vakaj and
Gerard de Melo},
title = {Knowledge Graph Embeddings: Open Challenges and Opportunities},
journal = {{TGDK}},
volume = {1},
number = {1},
pages = {4:1--4:32},
year = {2023},
url = {https://doi.org/10.4230/TGDK.1.1.4},
doi = {10.4230/TGDK.1.1.4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgdk/BiswasKCDJLLMPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgdk/ScherpRBCR23,
author = {Ansgar Scherp and
David Richerby and
Till Blume and
Michael Cochez and
Jannik Rau},
title = {Structural Summarization of Semantic Graphs Using Quotients},
journal = {{TGDK}},
volume = {1},
number = {1},
pages = {12:1--12:25},
year = {2023},
url = {https://doi.org/10.4230/TGDK.1.1.12},
doi = {10.4230/TGDK.1.1.12},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgdk/ScherpRBCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002CFNV23,
author = {Taewoon Kim and
Michael Cochez and
Vincent Fran{\c{c}}ois{-}Lavet and
Mark A. Neerincx and
Piek Vossen},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {A Machine with Short-Term, Episodic, and Semantic Memory Systems},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {48--56},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i1.25075},
doi = {10.1609/AAAI.V37I1.25075},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002CFNV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiongNDC23,
author = {Bo Xiong and
Mojtaba Nayyeri and
Daniel Daza and
Michael Cochez},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {5228--5231},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615294},
doi = {10.1145/3583780.3615294},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XiongNDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/MolanKBTPCIRRVP23,
author = {Martin Molan and
Junaid Ahmed Khan and
Andrea Bartolini and
Roberta Turra and
Giorgio Pedrazzi and
Michael Cochez and
Alexandru Iosup and
Dumitru Roman and
Joze M. Rozanec and
Ana Lucia Varbanescu and
Radu Prodan},
editor = {Hossain Shahriar and
Yuuichi Teranishi and
Alfredo Cuzzocrea and
Moushumi Sharmin and
Dave Towey and
A. K. M. Jahangir Alam Majumder and
Hiroki Kashiwazaki and
Ji{-}Jiang Yang and
Michiharu Takemoto and
Nazmus Sakib and
Ryohei Banno and
Sheikh Iqbal Ahamed},
title = {The Graph-Massivizer Approach Toward a European Sustainable Data Center
Digital Twin},
booktitle = {47th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2023, Torino, Italy, June 26-30, 2023},
pages = {1459--1464},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/COMPSAC57700.2023.00224},
doi = {10.1109/COMPSAC57700.2023.00224},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/MolanKBTPCIRRVP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArakelyanMDCA23,
author = {Erik Arakelyan and
Pasquale Minervini and
Daniel Daza and
Michael Cochez and
Isabelle Augenstein},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Adapting Neural Link Predictors for Data-Efficient Complex Query Answering},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/55c518a17bd17dcb69aa14d69d085994-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ArakelyanMDCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wikidata/DucuC23,
author = {Andrei Mihai Ducu and
Michael Cochez},
editor = {Lucie{-}Aim{\'{e}}e Kaffee and
Simon Razniewski and
Kholoud Alghamdi and
Hiba Arnaout},
title = {Qualifier Recommendation for Wikidata},
booktitle = {Proceedings of the Wikidata Workshop 2023 co-located with 22nd International
Semantic Web Conference {(ISWC} 2023), Athens, Greece, November 13,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3640},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3640/paper11.pdf},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/wikidata/DucuC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wosp/RozanecCBER23,
author = {Joze M. Rozanec and
Michael Cochez and
Ruud van Bakel and
Brian Elves{\ae}ter and
Dumitru Roman},
editor = {Marco Vieira and
Valeria Cardellini and
Antinisca Di Marco and
Petr Tuma},
title = {Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning},
booktitle = {Companion of the 2023 {ACM/SPEC} International Conference on Performance
Engineering, {ICPE} 2023, Coimbra, Portugal, April 15-19, 2023},
pages = {251--252},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3578245.3585338},
doi = {10.1145/3578245.3585338},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wosp/RozanecCBER23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/CochezAABD0MNR23,
author = {Michael Cochez and
Dimitrios Alivanistos and
Erik Arakelyan and
Max Berrendorf and
Daniel Daza and
Mikhail Galkin and
Pasquale Minervini and
Mathias Niepert and
Hongyu Ren},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker and
Aaron Eberhart},
title = {Approximate Answering of Graph Queries},
booktitle = {Compendium of Neurosymbolic Artificial Intelligence},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {369},
pages = {373--386},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230149},
doi = {10.3233/FAIA230149},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/faia/CochezAABD0MNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dl4kg/2023,
editor = {Mehwish Alam and
Michael Cochez},
title = {Proceedings of the Workshop on Deep Learning for Knowledge Graphs
{(DL4KG} 2023) co-located with the 21th International Semantic Web
Conference {(ISWC} 2023), Athens, November 6-10, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3559},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3559},
urn = {urn:nbn:de:0074-3559-5},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dl4kg/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/semweb/2022dl4kg,
editor = {Mehwish Alam and
Michael Cochez},
title = {Proceedings of the Workshop on Deep Learning for Knowledge Graphs
{(DL4KG} 2022) co-located with the 21th International Semantic Web
Conference {(ISWC} 2022), Virtual Conference, online, October 24,
2022},
series = {{CEUR} Workshop Proceedings},
volume = {3342},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3342},
urn = {urn:nbn:de:0074-3342-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semweb/2022dl4kg.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14617,
author = {Hongyu Ren and
Mikhail Galkin and
Michael Cochez and
Zhaocheng Zhu and
Jure Leskovec},
title = {Neural Graph Reasoning: Complex Logical Query Answering Meets Graph
Databases},
journal = {CoRR},
volume = {abs/2303.14617},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14617},
doi = {10.48550/ARXIV.2303.14617},
eprinttype = {arXiv},
eprint = {2303.14617},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11949,
author = {Bo Xiong and
Mojtaba Nayyeri and
Ming Jin and
Yunjie He and
Michael Cochez and
Shirui Pan and
Steffen Staab},
title = {Geometric Relational Embeddings: {A} Survey},
journal = {CoRR},
volume = {abs/2304.11949},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11949},
doi = {10.48550/ARXIV.2304.11949},
eprinttype = {arXiv},
eprint = {2304.11949},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03606,
author = {Daniel Daza and
Dimitrios Alivanistos and
Payal Mitra and
Thom Pijnenburg and
Michael Cochez and
Paul Groth},
title = {BioBLP: {A} Modular Framework for Learning on Multimodal Biomedical
Knowledge Graphs},
journal = {CoRR},
volume = {abs/2306.03606},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03606},
doi = {10.48550/ARXIV.2306.03606},
eprinttype = {arXiv},
eprint = {2306.03606},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06585,
author = {Michael Cochez and
Dimitrios Alivanistos and
Erik Arakelyan and
Max Berrendorf and
Daniel Daza and
Mikhail Galkin and
Pasquale Minervini and
Mathias Niepert and
Hongyu Ren},
title = {Approximate Answering of Graph Queries},
journal = {CoRR},
volume = {abs/2308.06585},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06585},
doi = {10.48550/ARXIV.2308.06585},
eprinttype = {arXiv},
eprint = {2308.06585},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05778,
author = {Azhar Shaikh and
Michael Cochez and
Denis Diachkov and
Michiel de Rijcke and
Sahar Yousefi},
title = {DONUT-hole: {DONUT} Sparsification by Harnessing Knowledge and Optimizing
Learning Efficiency},
journal = {CoRR},
volume = {abs/2311.05778},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05778},
doi = {10.48550/ARXIV.2311.05778},
eprinttype = {arXiv},
eprint = {2311.05778},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02317,
author = {Ruijie Wang and
Luca Rossetto and
Michael Cochez and
Abraham Bernstein},
title = {{GNN2R:} Weakly-Supervised Rationale-Providing Question Answering
over Knowledge Graphs},
journal = {CoRR},
volume = {abs/2312.02317},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02317},
doi = {10.48550/ARXIV.2312.02317},
eprinttype = {arXiv},
eprint = {2312.02317},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/HoganBCdMGKGNNN21,
author = {Aidan Hogan and
Eva Blomqvist and
Michael Cochez and
Claudia d'Amato and
Gerard de Melo and
Claudio Gutierrez and
Sabrina Kirrane and
Jos{\'{e}} Emilio Labra Gayo and
Roberto Navigli and
Sebastian Neumaier and
Axel{-}Cyrille Ngonga Ngomo and
Axel Polleres and
Sabbir M. Rashid and
Anisa Rula and
Lukas Schmelzeisen and
Juan F. Sequeda and
Steffen Staab and
Antoine Zimmermann},
title = {Knowledge Graphs},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {4},
pages = {71:1--71:37},
year = {2022},
url = {https://doi.org/10.1145/3447772},
doi = {10.1145/3447772},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/HoganBCdMGKGNNN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eg/BarthelemyCDKLM22,
author = {Florian Barth{\'{e}}lemy and
Michael Cochez and
Iraklis Dimitriadis and
Naila Karim and
Nikolaos Loutas and
Ioannis Magnisalis and
Lina Molinas Comet and
Vassilios Peristeras and
Brecht Wyns},
title = {Towards a standard-based open data ecosystem: analysis of {DCAT-AP}
use at national and European level},
journal = {Electron. Gov. an Int. J.},
volume = {18},
number = {2},
pages = {137--180},
year = {2022},
url = {https://doi.org/10.1504/EG.2022.121856},
doi = {10.1504/EG.2022.121856},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eg/BarthelemyCDKLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/semweb/AlamBCORS22,
author = {Mehwish Alam and
Davide Buscaldi and
Michael Cochez and
Francesco Osborne and
Diego Reforgiato Recupero and
Harald Sack},
title = {Editorial of the Special Issue on Deep Learning and Knowledge Graphs},
journal = {Semantic Web},
volume = {13},
number = {3},
pages = {293--297},
year = {2022},
url = {https://doi.org/10.3233/SW-223099},
doi = {10.3233/SW-223099},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/semweb/AlamBCORS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/KarimCZSRBD22,
author = {Md. Rezaul Karim and
Michael Cochez and
Achille Zappa and
Ratnesh Sahay and
Dietrich Rebholz{-}Schuhmann and
Oya Beyan and
Stefan Decker},
title = {Convolutional Embedded Networks for Population Scale Clustering and
Bio-Ancestry Inferencing},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {19},
number = {1},
pages = {369--382},
year = {2022},
url = {https://doi.org/10.1109/TCBB.2020.2994649},
doi = {10.1109/TCBB.2020.2994649},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/KarimCZSRBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/ColomboAC22,
author = {Simone Colombo and
Dimitrios Alivanistos and
Michael Cochez},
editor = {Andreas Martin and
Knut Hinkelmann and
Hans{-}Georg Fill and
Aurona Gerber and
Doug Lenat and
Reinhard Stolle and
Frank van Harmelen},
title = {Potential Energy to Improve Link Prediction With Relational Graph
Neural Networks},
booktitle = {Proceedings of the {AAAI} 2022 Spring Symposium on Machine Learning
and Knowledge Engineering for Hybrid Intelligence {(AAAI-MAKE} 2022),
Stanford University, Palo Alto, California, USA, March 21-23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3121},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3121/short2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:39 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/ColomboAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-spnlp/DazaCG22,
author = {Daniel Daza and
Michael Cochez and
Paul Groth},
editor = {Andreas Vlachos and
Priyanka Agrawal and
Andr{\'{e}} F. T. Martins and
Gerasimos Lampouras and
Chunchuan Lyu},
title = {SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning},
booktitle = {Proceedings of the Sixth Workshop on Structured Prediction for NLP,
SPNLP@ACL 2022, Dublin, Ireland, May 27, 2022},
pages = {32--39},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.spnlp-1.4},
doi = {10.18653/V1/2022.SPNLP-1.4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-spnlp/DazaCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AlivanistosBC022,
author = {Dimitrios Alivanistos and
Max Berrendorf and
Michael Cochez and
Mikhail Galkin},
title = {Query Embedding on Hyper-Relational Knowledge Graphs},
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=4rLw09TgRw9},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AlivanistosBC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MinerviniADC22,
author = {Pasquale Minervini and
Erik Arakelyan and
Daniel Daza and
Michael Cochez},
editor = {Luc De Raedt},
title = {Complex Query Answering with Neural Link Predictors (Extended Abstract)},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5309--5313},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/741},
doi = {10.24963/IJCAI.2022/741},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MinerviniADC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbclm/AlivanistosSCKK22,
author = {Dimitrios Alivanistos and
Selene Baez Santamar{\'{\i}}a and
Michael Cochez and
Jan{-}Christoph Kalo and
Emile van Krieken and
Thiviyan Thanapalasingam},
editor = {Sneha Singhania and
Tuan{-}Phong Nguyen and
Simon Razniewski},
title = {Prompting as Probing: Using Language Models for Knowledge Base Construction},
booktitle = {Proceedings of the Semantic Web Challenge on Knowledge Base Construction
from Pre-trained Language Models 2022 co-located with the 21st International
Semantic Web Conference (ISWC2022), Virtual Event, Hanghzou, China,
October 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3274},
pages = {11--34},
publisher = {CEUR-WS.org},
year = {2022},
url = {http://ceur-ws.org/Vol-3274/paper2.pdf},
timestamp = {Wed, 31 Jan 2024 07:43:18 +0100},
biburl = {https://dblp.org/rec/conf/kbclm/AlivanistosSCKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/WangHCH22,
author = {Xu Wang and
Frank van Harmelen and
Michael Cochez and
Zhisheng Huang},
editor = {G{\'{e}}rard Memmi and
Baijian Yang and
Linghe Kong and
Tianwei Zhang and
Meikang Qiu},
title = {Scientific Item Recommendation Using a Citation Network},
booktitle = {Knowledge Science, Engineering and Management - 15th International
Conference, {KSEM} 2022, Singapore, August 6-8, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13369},
pages = {469--484},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-10986-7\_38},
doi = {10.1007/978-3-031-10986-7\_38},
timestamp = {Wed, 09 Nov 2022 07:57:25 +0100},
biburl = {https://dblp.org/rec/conf/ksem/WangHCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiongCNS22,
author = {Bo Xiong and
Michael Cochez and
Mojtaba Nayyeri and
Steffen Staab},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Hyperbolic Embedding Inference for Structured Multi-Label Prediction},
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/d51ab0fc62fe2d777c7569952f518f56-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiongCNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GeneraleBC22,
author = {Alessandro Generale and
Till Blume and
Michael Cochez},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Scaling {R-GCN} Training with Graph Summarization},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {1073--1082},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524719},
doi = {10.1145/3487553.3524719},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GeneraleBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/DeyCK22,
author = {Sumon Kanti Dey and
Michael Cochez and
Md. Rezaul Karim},
title = {Bengali Hate Speech Detection Dataset},
publisher = {{UCI} Machine Learning Repository},
year = {2022},
month = apr,
howpublished = {\url{https://doi.org/10.24432/C5PD07}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5PD07},
doi = {10.24432/C5PD07},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/DeyCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02622,
author = {Alessandro Generale and
Till Blume and
Michael Cochez},
title = {Scaling {R-GCN} Training with Graph Summarization},
journal = {CoRR},
volume = {abs/2203.02622},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02622},
doi = {10.48550/ARXIV.2203.02622},
eprinttype = {arXiv},
eprint = {2203.02622},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01611,
author = {Taewoon Kim and
Michael Cochez and
Vincent Fran{\c{c}}ois{-}Lavet and
Mark A. Neerincx and
Piek Vossen},
title = {A Machine With Human-Like Memory Systems},
journal = {CoRR},
volume = {abs/2204.01611},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01611},
doi = {10.48550/ARXIV.2204.01611},
eprinttype = {arXiv},
eprint = {2204.01611},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01818,
author = {Ruijie Wang and
Luca Rossetto and
Michael Cochez and
Abraham Bernstein},
title = {{QAGCN:} {A} Graph Convolutional Network-based Multi-Relation Question
Answering System},
journal = {CoRR},
volume = {abs/2206.01818},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01818},
doi = {10.48550/ARXIV.2206.01818},
eprinttype = {arXiv},
eprint = {2206.01818},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11057,
author = {Dimitrios Alivanistos and
Selene Baez Santamar{\'{\i}}a and
Michael Cochez and
Jan{-}Christoph Kalo and
Emile van Krieken and
Thiviyan Thanapalasingam},
title = {Prompting as Probing: Using Language Models for Knowledge Base Construction},
journal = {CoRR},
volume = {abs/2208.11057},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11057},
doi = {10.48550/ARXIV.2208.11057},
eprinttype = {arXiv},
eprint = {2208.11057},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02098,
author = {Taewoon Kim and
Michael Cochez and
Vincent Fran{\c{c}}ois{-}Lavet and
Mark A. Neerincx and
Piek Vossen},
title = {A Machine with Short-Term, Episodic, and Semantic Memory Systems},
journal = {CoRR},
volume = {abs/2212.02098},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02098},
doi = {10.48550/ARXIV.2212.02098},
eprinttype = {arXiv},
eprint = {2212.02098},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13261,
author = {Md. Rezaul Karim and
Tanhim Islam and
Oya Beyan and
Christoph Lange and
Michael Cochez and
Dietrich Rebholz{-}Schuhmann and
Stefan Decker},
title = {Explainable {AI} for Bioinformatics: Methods, Tools, and Applications},
journal = {CoRR},
volume = {abs/2212.13261},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13261},
doi = {10.48550/ARXIV.2212.13261},
eprinttype = {arXiv},
eprint = {2212.13261},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2021Hogan,
author = {Aidan Hogan and
Eva Blomqvist and
Michael Cochez and
Claudia d'Amato and
Gerard de Melo and
Claudio Gutierrez and
Sabrina Kirrane and
Jos{\'{e}} Emilio Labra Gayo and
Roberto Navigli and
Sebastian Neumaier and
Axel{-}Cyrille Ngonga Ngomo and
Axel Polleres and
Sabbir M. Rashid and
Anisa Rula and
Lukas Schmelzeisen and
Juan Sequeda and
Steffen Staab and
Antoine Zimmermann},
title = {Knowledge Graphs},
series = {Synthesis Lectures on Data, Semantics, and Knowledge},
publisher = {Morgan {\&} Claypool Publishers},
year = {2021},
url = {https://doi.org/10.2200/S01125ED1V01Y202109DSK022},
doi = {10.2200/S01125ED1V01Y202109DSK022},
isbn = {978-3-031-00790-3},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2021Hogan.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KarimJDCBRD21,
author = {Md. Rezaul Karim and
Jiao Jiao and
Till D{\"{o}}hmen and
Michael Cochez and
Oya Beyan and
Dietrich Rebholz{-}Schuhmann and
Stefan Decker},
title = {DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From
Radiographs and Magnetic Resonance Imaging},
journal = {{IEEE} Access},
volume = {9},
pages = {39757--39780},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3062493},
doi = {10.1109/ACCESS.2021.3062493},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KarimJDCBRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/KarimBZCRCD21,
author = {Md. Rezaul Karim and
Oya Beyan and
Achille Zappa and
Ivan G. Costa and
Dietrich Rebholz{-}Schuhmann and
Michael Cochez and
Stefan Decker},
title = {Deep learning-based clustering approaches for bioinformatics},
journal = {Briefings Bioinform.},
volume = {22},
number = {1},
pages = {393--415},
year = {2021},
url = {https://doi.org/10.1093/bib/bbz170},
doi = {10.1093/BIB/BBZ170},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/KarimBZCRCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/ChakrabartiDCQ21,
author = {Arnab Chakrabarti and
Abhijeet Das and
Michael Cochez and
Christoph Quix},
editor = {Ladjel Bellatreche and
Marlon Dumas and
Panagiotis Karras and
Raimundas Matulevicius},
title = {Unsupervised Feature Selection for Efficient Exploration of High Dimensional
Data},
booktitle = {Advances in Databases and Information Systems - 25th European Conference,
{ADBIS} 2021, Tartu, Estonia, August 24-26, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12843},
pages = {183--197},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82472-3\_14},
doi = {10.1007/978-3-030-82472-3\_14},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/ChakrabartiDCQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/LippGCDAALD21,
author = {Johannes Lipp and
Lars Christoph Gleim and
Michael Cochez and
Iraklis Dimitriadis and
Hussain Ali and
Daniel Hoppe Alvarez and
Christoph Lange and
Stefan Decker},
editor = {Ruben Verborgh and
Anastasia Dimou and
Aidan Hogan and
Claudia d'Amato and
Ilaria Tiddi and
Arne Br{\"{o}}ring and
Simon Maier and
Femke Ongenae and
Riccardo Tommasini and
Mehwish Alam},
title = {Towards Easy Vocabulary Drafts with Neologism 2.0},
booktitle = {The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
6-10, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12739},
pages = {21--26},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80418-3\_4},
doi = {10.1007/978-3-030-80418-3\_4},
timestamp = {Mon, 28 Aug 2023 21:17:38 +0200},
biburl = {https://dblp.org/rec/conf/esws/LippGCDAALD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ArakelyanDMC21,
author = {Erik Arakelyan and
Daniel Daza and
Pasquale Minervini and
Michael Cochez},
title = {Complex Query Answering with Neural Link Predictors},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Mos9F9kDwkz},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ArakelyanDMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DazaCG21,
author = {Daniel Daza and
Michael Cochez and
Paul Groth},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Inductive Entity Representations from Text via Link Prediction},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {798--808},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450141},
doi = {10.1145/3442381.3450141},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DazaCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dl4kg/2021,
editor = {Mehwish Alam and
Davide Buscaldi and
Michael Cochez and
Diego Reforgiato Recupero and
Harald Sack},
title = {Proceedings of the Workshop on Deep Learning for Knowledge Graphs
{(DL4KG} 2021) co-located with the 20th International Semantic Web
Conference {(ISWC} 2021), Virtual Conference, online, October 25,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3034},
publisher = {CEUR-WS.org},
year = {2021},
url = {http://ceur-ws.org/Vol-3034},
urn = {urn:nbn:de:0074-3034-0},
timestamp = {Fri, 26 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dl4kg/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gkr/2020,
editor = {Michael Cochez and
Madalina Croitoru and
Pierre Marquis and
Sebastian Rudolph},
title = {Graph Structures for Knowledge Representation and Reasoning - 6th
International Workshop, {GKR} 2020, Virtual Event, September 5, 2020,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12640},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72308-8},
doi = {10.1007/978-3-030-72308-8},
isbn = {978-3-030-72307-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gkr/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11389,
author = {Ruud van Bakel and
Teodor Aleksiev and
Daniel Daza and
Dimitrios Alivanistos and
Michael Cochez},
title = {Approximate Knowledge Graph Query Answering: From Ranking to Binary
Classification},
journal = {CoRR},
volume = {abs/2102.11389},
year = {2021},
url = {https://arxiv.org/abs/2102.11389},
eprinttype = {arXiv},
eprint = {2102.11389},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00082,
author = {Leandro Eichenberger and
Michael Cochez and
Benjamin Heitmann and
Stefan Decker},
title = {Secure Evaluation of Knowledge Graph Merging Gain},
journal = {CoRR},
volume = {abs/2103.00082},
year = {2021},
url = {https://arxiv.org/abs/2103.00082},
eprinttype = {arXiv},
eprint = {2103.00082},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08166,
author = {Dimitrios Alivanistos and
Max Berrendorf and
Michael Cochez and
Mikhail Galkin},
title = {Query Embedding on Hyper-relational Knowledge Graphs},
journal = {CoRR},
volume = {abs/2106.08166},
year = {2021},
url = {https://arxiv.org/abs/2106.08166},
eprinttype = {arXiv},
eprint = {2106.08166},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10896,
author = {Christopher Wewer and
Florian Lemmerich and
Michael Cochez},
title = {Updating Embeddings for Dynamic Knowledge Graphs},
journal = {CoRR},
volume = {abs/2109.10896},
year = {2021},
url = {https://arxiv.org/abs/2109.10896},
eprinttype = {arXiv},
eprint = {2109.10896},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WangWLCD20,
author = {Ruijie Wang and
Meng Wang and
Jun Liu and
Michael Cochez and
Stefan Decker},
title = {Structured query construction via knowledge graph embedding},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {5},
pages = {1819--1846},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01401-x},
doi = {10.1007/S10115-019-01401-X},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WangWLCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/0001DCBRD20,
author = {Md. Rezaul Karim and
Till D{\"{o}}hmen and
Michael Cochez and
Oya Beyan and
Dietrich Rebholz{-}Schuhmann and
Stefan Decker},
editor = {Taesung Park and
Young{-}Rae Cho and
Xiaohua Hu and
Illhoi Yoo and
Hyun Goo Woo and
Jianxin Wang and
Julio C. Facelli and
Seungyoon Nam and
Mingon Kang},
title = {DeepCOVIDExplainer: Explainable {COVID-19} Diagnosis from Chest X-ray
Images},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2020, Virtual Event, South Korea, December 16-19, 2020},
pages = {1034--1037},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBM49941.2020.9313304},
doi = {10.1109/BIBM49941.2020.9313304},
timestamp = {Fri, 09 Apr 2021 17:11:13 +0200},
biburl = {https://dblp.org/rec/conf/bibm/0001DCBRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001CMC20,
author = {Md. Rezaul Karim and
Bharathi Raja Chakravarthi and
John P. McCrae and
Michael Cochez},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Classification Benchmarks for Under-resourced Bengali Language based
on Multichannel Convolutional-LSTM Network},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {390--399},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00053},
doi = {10.1109/DSAA49011.2020.00053},
timestamp = {Tue, 24 Nov 2020 12:27:16 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/0001CMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/GleimSHPKCD20,
author = {Lars Christoph Gleim and
Rafael Schimassek and
Dominik H{\"{u}}ser and
Maximilian Peters and
Christoph Kr{\"{a}}mer and
Michael Cochez and
Stefan Decker},
editor = {Andreas Harth and
Sabrina Kirrane and
Axel{-}Cyrille Ngonga Ngomo and
Heiko Paulheim and
Anisa Rula and
Anna Lisa Gentile and
Peter Haase and
Michael Cochez},
title = {SchemaTree: Maximum-Likelihood Property Recommendation for Wikidata},
booktitle = {The Semantic Web - 17th International Conference, {ESWC} 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12123},
pages = {179--195},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49461-2\_11},
doi = {10.1007/978-3-030-49461-2\_11},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/GleimSHPKCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/PellegrinoAGRC20,
author = {Maria Angela Pellegrino and
Abdulrahman Altabba and
Martina Garofalo and
Petar Ristoski and
Michael Cochez},
editor = {Andreas Harth and
Sabrina Kirrane and
Axel{-}Cyrille Ngonga Ngomo and
Heiko Paulheim and
Anisa Rula and
Anna Lisa Gentile and
Peter Haase and
Michael Cochez},
title = {GEval: {A} Modular and Extensible Evaluation Framework for Graph Embedding
Techniques},
booktitle = {The Semantic Web - 17th International Conference, {ESWC} 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12123},
pages = {565--582},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49461-2\_33},
doi = {10.1007/978-3-030-49461-2\_33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/PellegrinoAGRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gkr/BakelADAC20,
author = {Ruud van Bakel and
Teodor Aleksiev and
Daniel Daza and
Dimitrios Alivanistos and
Michael Cochez},
editor = {Michael Cochez and
Madalina Croitoru and
Pierre Marquis and
Sebastian Rudolph},
title = {Approximate Knowledge Graph Query Answering: From Ranking to Binary
Classification},
booktitle = {Graph Structures for Knowledge Representation and Reasoning - 6th
International Workshop, {GKR} 2020, Virtual Event, September 5, 2020,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12640},
pages = {107--124},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72308-8\_8},
doi = {10.1007/978-3-030-72308-8\_8},
timestamp = {Sat, 09 Apr 2022 12:41:42 +0200},
biburl = {https://dblp.org/rec/conf/gkr/BakelADAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esws/2020dl4kg,
editor = {Mehwish Alam and
Davide Buscaldi and
Michael Cochez and
Francesco Osborne and
Diego Reforgiato Recupero and
Harald Sack},
title = {Proceedings of the Workshop on Deep Learning for Knowledge Graphs
{(DL4KG2020)} co-located with the 17th Extended Semantic Web Conference
2020 {(ESWC} 2020), Heraklion, Greece, June 02, 2020 - moved online},
series = {{CEUR} Workshop Proceedings},
volume = {2635},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2635},
urn = {urn:nbn:de:0074-2635-1},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esws/2020dl4kg.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esws/2020,
editor = {Andreas Harth and
Sabrina Kirrane and
Axel{-}Cyrille Ngonga Ngomo and
Heiko Paulheim and
Anisa Rula and
Anna Lisa Gentile and
Peter Haase and
Michael Cochez},
title = {The Semantic Web - 17th International Conference, {ESWC} 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12123},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49461-2},
doi = {10.1007/978-3-030-49461-2},
isbn = {978-3-030-49460-5},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esws/2020s,
editor = {Andreas Harth and
Valentina Presutti and
Rapha{\"{e}}l Troncy and
Maribel Acosta and
Axel Polleres and
Javier D. Fern{\'{a}}ndez and
Josiane Xavier Parreira and
Olaf Hartig and
Katja Hose and
Michael Cochez},
title = {The Semantic Web: {ESWC} 2020 Satellite Events - {ESWC} 2020 Satellite
Events, Heraklion, Crete, Greece, May 31 - June 4, 2020, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12124},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62327-2},
doi = {10.1007/978-3-030-62327-2},
isbn = {978-3-030-62326-5},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/2020s.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02406,
author = {Daniel Daza and
Michael Cochez},
title = {Message Passing for Query Answering over Knowledge Graphs},
journal = {CoRR},
volume = {abs/2002.02406},
year = {2020},
url = {https://arxiv.org/abs/2002.02406},
eprinttype = {arXiv},
eprint = {2002.02406},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02320,
author = {Aidan Hogan and
Eva Blomqvist and
Michael Cochez and
Claudia d'Amato and
Gerard de Melo and
Claudio Gutierrez and
Jos{\'{e}} Emilio Labra Gayo and
Sabrina Kirrane and
Sebastian Neumaier and
Axel Polleres and
Roberto Navigli and
Axel{-}Cyrille Ngonga Ngomo and
Sabbir M. Rashid and
Anisa Rula and
Lukas Schmelzeisen and
Juan F. Sequeda and
Steffen Staab and
Antoine Zimmermann},
title = {Knowledge Graphs},
journal = {CoRR},
volume = {abs/2003.02320},
year = {2020},
url = {https://arxiv.org/abs/2003.02320},
eprinttype = {arXiv},
eprint = {2003.02320},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04582,
author = {Md. Rezaul Karim and
Till D{\"{o}}hmen and
Dietrich Rebholz{-}Schuhmann and
Stefan Decker and
Michael Cochez and
Oya Beyan},
title = {DeepCOVIDExplainer: Explainable {COVID-19} Predictions Based on Chest
X-ray Images},
journal = {CoRR},
volume = {abs/2004.04582},
year = {2020},
url = {https://arxiv.org/abs/2004.04582},
eprinttype = {arXiv},
eprint = {2004.04582},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07807,
author = {Md. Rezaul Karim and
Bharathi Raja Chakravarthi and
John P. McCrae and
Michael Cochez},
title = {Classification Benchmarks for Under-resourced Bengali Language based
on Multichannel Convolutional-LSTM Network},
journal = {CoRR},
volume = {abs/2004.07807},
year = {2020},
url = {https://arxiv.org/abs/2004.07807},
eprinttype = {arXiv},
eprint = {2004.07807},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03496,
author = {Daniel Daza and
Michael Cochez and
Paul Groth},
title = {Inductive Entity Representations from Text via Link Prediction},
journal = {CoRR},
volume = {abs/2010.03496},
year = {2020},
url = {https://arxiv.org/abs/2010.03496},
eprinttype = {arXiv},
eprint = {2010.03496},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03459,
author = {Erik Arakelyan and
Daniel Daza and
Pasquale Minervini and
Michael Cochez},
title = {Complex Query Answering with Neural Link Predictors},
journal = {CoRR},
volume = {abs/2011.03459},
year = {2020},
url = {https://arxiv.org/abs/2011.03459},
eprinttype = {arXiv},
eprint = {2011.03459},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/IonitaPCMD19,
author = {Andrei Ionita and
Andr{\'{e}} Pomp and
Michael Cochez and
Tobias Meisen and
Stefan Decker},
title = {Transferring Knowledge from Monitored to Unmonitored Areas for Forecasting
Parking Spaces},
journal = {Int. J. Artif. Intell. Tools},
volume = {28},
number = {6},
pages = {1960003:1--1960003:34},
year = {2019},
url = {https://doi.org/10.1142/S0218213019600030},
doi = {10.1142/S0218213019600030},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijait/IonitaPCMD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/KarimCJUBD19,
author = {Md. Rezaul Karim and
Michael Cochez and
Joao Bosco Jares and
Mamtaz Uddin and
Oya Beyan and
Stefan Decker},
editor = {Xinghua Mindy Shi and
Michael Buck and
Jian Ma and
Pierangelo Veltri},
title = {Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings
and Convolutional-LSTM Network},
booktitle = {Proceedings of the 10th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, {BCB} 2019, Niagara
Falls, NY, USA, September 7-10, 2019},
pages = {113--123},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307339.3342161},
doi = {10.1145/3307339.3342161},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/KarimCJUBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/0001CBD019,
author = {Md. Rezaul Karim and
Michael Cochez and
Oya Beyan and
Stefan Decker and
Christoph Lange},
title = {OncoNetExplainer: Explainable Predictions of Cancer Types Based on
Gene Expression Data},
booktitle = {19th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2019, Athens, Greece, October 28-30, 2019},
pages = {415--422},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBE.2019.00081},
doi = {10.1109/BIBE.2019.00081},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibe/0001CBD019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VakulenkoGPRC19,
author = {Svitlana Vakulenko and
Javier David Fernandez Garcia and
Axel Polleres and
Maarten de Rijke and
Michael Cochez},
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 = {Message Passing for Complex Question Answering over Knowledge Graphs},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1431--1440},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358026},
doi = {10.1145/3357384.3358026},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VakulenkoGPRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WangWLCCD19,
author = {Ruijie Wang and
Meng Wang and
Jun Liu and
Weitong Chen and
Michael Cochez and
Stefan Decker},
editor = {Guoliang Li and
Jun Yang and
Jo{\~{a}}o Gama and
Juggapong Natwichai and
Yongxin Tong},
title = {Leveraging Knowledge Graph Embeddings for Natural Language Question
Answering},
booktitle = {Database Systems for Advanced Applications - 24th International Conference,
{DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11446},
pages = {659--675},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-18576-3\_39},
doi = {10.1007/978-3-030-18576-3\_39},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/WangWLCCD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/PellegrinoCGR19,
author = {Maria Angela Pellegrino and
Michael Cochez and
Martina Garofalo and
Petar Ristoski},
editor = {Pascal Hitzler and
Sabrina Kirrane and
Olaf Hartig and
Victor de Boer and
Maria{-}Esther Vidal and
Maria Maleshkova and
Stefan Schlobach and
Karl Hammar and
Nelia Lasierra and
Steffen Stadtm{\"{u}}ller and
Katja Hose and
Ruben Verborgh},
title = {A Configurable Evaluation Framework for Node Embedding Techniques},
booktitle = {The Semantic Web: {ESWC} 2019 Satellite Events - {ESWC} 2019 Satellite
Events, Portoro{\v{z}}, Slovenia, June 2-6, 2019, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11762},
pages = {156--160},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32327-1\_31},
doi = {10.1007/978-3-030-32327-1\_31},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esws/PellegrinoCGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esws/2019dl4kg,
editor = {Mehwish Alam and
Davide Buscaldi and
Michael Cochez and
Francesco Osborne and
Diego Reforgiato Recupero and
Harald Sack},
title = {Proceedings of the Workshop on Deep Learning for Knowledge Graphs
{(DL4KG2019)} Co-located with the 16th Extended Semantic Web Conference
2019 {(ESWC} 2019), Portoroz, Slovenia, June 2, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2377},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2377},
urn = {urn:nbn:de:0074-2377-1},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esws/2019dl4kg.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12554,
author = {Tayeb Abderrahmani Ghor and
Esha Agrawal and
Mehwish Alam and
Omar Alqawasmeh and
Claudia d'Amato and
Amina Annane and
Amr Azzam and
Andrew Berezovskyi and
Russa Biswas and
Mathias Bonduel and
Quentin Brabant and
Cristina{-}Iulia Bucur and
Elena Camossi and
Valentina Anita Carriero and
Shruthi Chari and
David Chaves{-}Fraga and
Fiorela Ciroku and
Michael Cochez and
Hubert Curien and
Vincenzo Cutrona and
Rahma Dandan and
Danilo Dess{\`{\i}} and
Valerio Di Carlo and
Ahmed El Amine Djebri and
Marieke van Erp and
Faiq Miftakhul Falakh and
Alba Fernndez Izquierdo and
Giuseppe Futia and
Aldo Gangemi and
Simone Gasperoni and
Arnaud Grall and
Lars Heling and
Pierre Henri and
Noura Herradi and
Subhi Issa and
Samaneh Jozashoori and
Nyoman Juniarta and
Lucie{-}Aim{\'{e}}e Kaffee and
Ilkcan Keles and
Prashant Khare and
Viktor Kovtun and
Valentina Leone and
Siying Li and
Sven Lieber and
Pasquale Lisena and
Tatiana Makhalova and
Ludovica Marinucci and
Thomas Minier and
Benjamin Moreau and
Alberto Moya Loustaunau and
Durgesh Nandini and
Sylwia Ozdowska and
Amanda Pacini de Moura and
Swati Padhee and
Guillermo Palma and
Pedro Del Pozo Jimnez and
Valentina Presutti and
Roberto Reda and
Ettore Rizza and
Henry Rosales{-}M{\'{e}}ndez and
Sebastian Rudolph and
Harald Sack and
Luca Sciullo and
Humasak Simanjuntak and
Carlo Stomeo and
Thiviyan Thanapalasingam and
Tabea Tietz and
Dalia Varanka and
Maria{-}Esther Vidal and
Michael Wolowyk and
Maximilian Zocholl},
title = {Linked Open Data Validity - {A} Technical Report from {ISWS} 2018},
journal = {CoRR},
volume = {abs/1903.12554},
year = {2019},
url = {http://arxiv.org/abs/1903.12554},
eprinttype = {arXiv},
eprint = {1903.12554},
timestamp = {Fri, 24 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-12554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01288,
author = {Md. Rezaul Karim and
Michael Cochez and
Joao Bosco Jares and
Mamtaz Uddin and
Oya Beyan and
Stefan Decker},
title = {Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings
and Convolutional-LSTM Network},
journal = {CoRR},
volume = {abs/1908.01288},
year = {2019},
url = {http://arxiv.org/abs/1908.01288},
eprinttype = {arXiv},
eprint = {1908.01288},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-03629,
author = {Andrei Ionita and
Andr{\'{e}} Pomp and
Michael Cochez and
Tobias Meisen and
Stefan Decker},
title = {Transferring knowledge from monitored to unmonitored areas for forecasting
parking spaces},
journal = {CoRR},
volume = {abs/1908.03629},
year = {2019},
url = {http://arxiv.org/abs/1908.03629},
eprinttype = {arXiv},
eprint = {1908.03629},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-03629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06917,
author = {Svitlana Vakulenko and
Javier David Fernandez Garcia and
Axel Polleres and
Maarten de Rijke and
Michael Cochez},
title = {Message Passing for Complex Question Answering over Knowledge Graphs},
journal = {CoRR},
volume = {abs/1908.06917},
year = {2019},
url = {http://arxiv.org/abs/1908.06917},
eprinttype = {arXiv},
eprint = {1908.06917},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02930,
author = {Ruijie Wang and
Meng Wang and
Jun Liu and
Michael Cochez and
Stefan Decker},
title = {Structured Query Construction via Knowledge Graph Embedding},
journal = {CoRR},
volume = {abs/1909.02930},
year = {2019},
url = {http://arxiv.org/abs/1909.02930},
eprinttype = {arXiv},
eprint = {1909.02930},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04169,
author = {Md. Rezaul Karim and
Michael Cochez and
Oya Beyan and
Stefan Decker and
Christoph Lange},
title = {OncoNetExplainer: Explainable Predictions of Cancer Types Based on
Gene Expression Data},
journal = {CoRR},
volume = {abs/1909.04169},
year = {2019},
url = {http://arxiv.org/abs/1909.04169},
eprinttype = {arXiv},
eprint = {1909.04169},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10979,
author = {Michael Ellers and
Michael Cochez and
Tobias Schumacher and
Markus Strohmaier and
Florian Lemmerich},
title = {Privacy Attacks on Network Embeddings},
journal = {CoRR},
volume = {abs/1912.10979},
year = {2019},
url = {http://arxiv.org/abs/1912.10979},
eprinttype = {arXiv},
eprint = {1912.10979},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/KarimCBAD18,
author = {Md. Rezaul Karim and
Michael Cochez and
Oya Deniz Beyan and
Chowdhury Farhan Ahmed and
Stefan Decker},
title = {Mining maximal frequent patterns in transactional databases and dynamic
data streams: {A} spark-based approach},
journal = {Inf. Sci.},
volume = {432},
pages = {278--300},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2017.11.064},
doi = {10.1016/J.INS.2017.11.064},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/KarimCBAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/CochezGLP18,
author = {Michael Cochez and
Martina Garofalo and
J{\'{e}}r{\^{o}}me Len{\ss}en and
Maria Angela Pellegrino},
editor = {Key{-}Sun Choi and
Luis Espinosa Anke and
Thierry Declerck and
Dagmar Gromann and
Jin{-}Dong Kim and
Axel{-}Cyrille Ngonga Ngomo and
Muhammad Saleem and
Ricardo Usbeck},
title = {A First Experiment on Including Text Literals in KGloVe},
booktitle = {Joint proceedings of the 4th Workshop on Semantic Deep Learning (SemDeep-4)
and NLIWoD4: Natural Language Interfaces for the Web of Data {(NLIWOD-4)}
and 9th Question Answering over Linked Data challenge {(QALD-9)} co-located
with 17th International Semantic Web Conference {(ISWC} 2018), Monterey,
California, United States of America, October 8th - 9th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2241},
pages = {103--106},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2241/paper-10.pdf},
timestamp = {Mon, 26 Jun 2023 20:39:39 +0200},
biburl = {https://dblp.org/rec/conf/semweb/CochezGLP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/VakulenkoRCSP18,
author = {Svitlana Vakulenko and
Maarten de Rijke and
Michael Cochez and
Vadim Savenkov and
Axel Polleres},
editor = {Denny Vrandecic and
Kalina Bontcheva and
Mari Carmen Su{\'{a}}rez{-}Figueroa and
Valentina Presutti and
Irene Celino and
Marta Sabou and
Lucie{-}Aim{\'{e}}e Kaffee and
Elena Simperl},
title = {Measuring Semantic Coherence of a Conversation},
booktitle = {The Semantic Web - {ISWC} 2018 - 17th International Semantic Web Conference,
Monterey, CA, USA, October 8-12, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11136},
pages = {634--651},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00671-6\_37},
doi = {10.1007/978-3-030-00671-6\_37},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semweb/VakulenkoRCSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/IonitaPCMD18,
author = {Andrei Ionita and
Andr{\'{e}} Pomp and
Michael Cochez and
Tobias Meisen and
Stefan Decker},
editor = {Rajendra Akerkar and
Mirjana Ivanovic and
Sang{-}Wook Kim and
Yannis Manolopoulos and
Riccardo Rosati and
Milos Savic and
Costin Badica and
Milos Radovanovic},
title = {Where to Park?: Predicting Free Parking Spots in Unmonitored City
Areas},
booktitle = {Proceedings of the 8th International Conference on Web Intelligence,
Mining and Semantics, {WIMS} 2018, Novi Sad, Serbia, June 25-27, 2018},
pages = {22:1--22:12},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3227609.3227648},
doi = {10.1145/3227609.3227648},
timestamp = {Fri, 03 Feb 2023 10:27:08 +0100},
biburl = {https://dblp.org/rec/conf/wims/IonitaPCMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001VDMCKR18,
author = {Jie Tang and
Michalis Vazirgiannis and
Yuxiao Dong and
Fragkiskos D. Malliaros and
Michael Cochez and
Mayank Kejriwal and
Achim Rettinger},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {BigNet 2018 Chairs' Welcome {\&} Organization},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {943--944},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3192293},
doi = {10.1145/3184558.3192293},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/0001VDMCKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esws/2018dl4kgs,
editor = {Michael Cochez and
Thierry Declerck and
Gerard de Melo and
Luis Espinosa Anke and
Besnik Fetahu and
Dagmar Gromann and
Mayank Kejriwal and
Maria Koutraki and
Freddy L{\'{e}}cu{\'{e}} and
Enrico Palumbo and
Harald Sack},
title = {Proceedings of the First Workshop on Deep Learning for Knowledge Graphs
and Semantic Technologies {(DL4KGS)} co-located with the 15th Extended
Semantic Web Conerence {(ESWC} 2018), Heraklion, Crete, Greece, June
4, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2106},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2106},
urn = {urn:nbn:de:0074-2106-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esws/2018dl4kgs.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06609,
author = {Michael Cochez},
title = {On the computation of Shannon Entropy from Counting Bloom Filters},
journal = {CoRR},
volume = {abs/1802.06609},
year = {2018},
url = {http://arxiv.org/abs/1802.06609},
eprinttype = {arXiv},
eprint = {1802.06609},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12218,
author = {Md. Rezaul Karim and
Michael Cochez and
Oya Beyan and
Achille Zappa and
Ratnesh Sahay and
Stefan Decker and
Dietrich Rebholz{-}Schuhmann},
title = {Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity
Prediction},
journal = {CoRR},
volume = {abs/1805.12218},
year = {2018},
url = {http://arxiv.org/abs/1805.12218},
eprinttype = {arXiv},
eprint = {1805.12218},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06411,
author = {Svitlana Vakulenko and
Maarten de Rijke and
Michael Cochez and
Vadim Savenkov and
Axel Polleres},
title = {Measuring Semantic Coherence of a Conversation},
journal = {CoRR},
volume = {abs/1806.06411},
year = {2018},
url = {http://arxiv.org/abs/1806.06411},
eprinttype = {arXiv},
eprint = {1806.06411},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-11761,
author = {Michael Cochez and
Martina Garofalo and
J{\'{e}}r{\^{o}}me Len{\ss}en and
Maria Angela Pellegrino},
title = {A First Experiment on Including Text Literals in KGloVe},
journal = {CoRR},
volume = {abs/1807.11761},
year = {2018},
url = {http://arxiv.org/abs/1807.11761},
eprinttype = {arXiv},
eprint = {1807.11761},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-11761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00434,
author = {Martina Garofalo and
Maria Angela Pellegrino and
Abdulrahman Altabba and
Michael Cochez},
title = {Leveraging Knowledge Graph Embedding Techniques for Industry 4.0 Use
Cases},
journal = {CoRR},
volume = {abs/1808.00434},
year = {2018},
url = {http://arxiv.org/abs/1808.00434},
eprinttype = {arXiv},
eprint = {1808.00434},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcci/CochezTE17,
author = {Michael Cochez and
Vagan Y. Terziyan and
Vadim Ermolayev},
title = {Large Scale Knowledge Matching with Balanced Efficiency-Effectiveness
Using {LSH} Forest},
journal = {Trans. Comput. Collect. Intell.},
volume = {26},
pages = {46--66},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59268-8\_3},
doi = {10.1007/978-3-319-59268-8\_3},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcci/CochezTE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/CochezHD17,
author = {Michael Cochez and
Dominik H{\"{u}}ser and
Stefan Decker},
editor = {Kisung Lee and
Ling Liu},
title = {The Future of the Semantic Web: Prototypes on a Global Distributed
Filesystem},
booktitle = {37th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017},
pages = {1997--2006},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDCS.2017.270},
doi = {10.1109/ICDCS.2017.270},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/CochezHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/CochezRPP17,
author = {Michael Cochez and
Petar Ristoski and
Simone Paolo Ponzetto and
Heiko Paulheim},
editor = {Claudia d'Amato and
Miriam Fern{\'{a}}ndez and
Valentina A. M. Tamma and
Freddy L{\'{e}}cu{\'{e}} and
Philippe Cudr{\'{e}}{-}Mauroux and
Juan F. Sequeda and
Christoph Lange and
Jeff Heflin},
title = {Global {RDF} Vector Space Embeddings},
booktitle = {The Semantic Web - {ISWC} 2017 - 16th International Semantic Web Conference,
Vienna, Austria, October 21-25, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10587},
pages = {190--207},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68288-4\_12},
doi = {10.1007/978-3-319-68288-4\_12},
timestamp = {Tue, 07 Sep 2021 13:48:04 +0200},
biburl = {https://dblp.org/rec/conf/semweb/CochezRPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swat4ls/KarimHGCPGSDOB17,
author = {Md. Rezaul Karim and
Matthias Heinrichs and
Lars Christoph Gleim and
Michael Cochez and
Emily Porter and
Alessandra La Gioia and
Saqib Salahuddin and
Stefan Decker and
Martin O'Halloran and
Oya Beyan},
editor = {Adrian Paschke and
Albert Burger and
Andrea Splendiani and
M. Scott Marshall and
Paolo Romano and
Valentina Presutti},
title = {Towards a {FAIR} Sharing of Scientific Experiments: Improving Discoverability
and Reusability of Dielectric Measurements of Biological Tissues},
booktitle = {Proceedings of the 10th International Conference on Semantic Web Applications
and Tools for Health Care and Life Sciences {(SWAT4LS} 2017), Rome,
Italy, December 4-7, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {2042},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-2042/paper11.pdf},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/swat4ls/KarimHGCPGSDOB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/CochezRPP17,
author = {Michael Cochez and
Petar Ristoski and
Simone Paolo Ponzetto and
Heiko Paulheim},
editor = {Rajendra Akerkar and
Alfredo Cuzzocrea and
Jannong Cao and
Mohand{-}Said Hacid},
title = {Biased graph walks for {RDF} graph embeddings},
booktitle = {Proceedings of the 7th International Conference on Web Intelligence,
Mining and Semantics, {WIMS} 2017, Amantea, Italy, June 19-22, 2017},
pages = {21:1--21:12},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3102254.3102279},
doi = {10.1145/3102254.3102279},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wims/CochezRPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cost/TerziyanGC16,
author = {Vagan Y. Terziyan and
Mariia Golovianko and
Michael Cochez},
editor = {Andrea Cal{\`{\i}} and
Dorian Gorgan and
Mart{\'{\i}}n Ugarte},
title = {TB-Structure: Collective Intelligence for Exploratory Keyword Search},
booktitle = {Semantic Keyword-Based Search on Structured Data Sources - {COST}
Action {IC1302} Second International {KEYSTONE} Conference, {IKC}
2016, Cluj-Napoca, Romania, September 8-9, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10151},
pages = {171--178},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-53640-8\_15},
doi = {10.1007/978-3-319-53640-8\_15},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cost/TerziyanGC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fit/ZafarCQ16,
author = {Bushra Zafar and
Michael Cochez and
Usman Qamar},
title = {Using Distributional Semantics for Automatic Taxonomy Induction},
booktitle = {International Conference on Frontiers of Information Technology, {FIT}
2016, Islamabad, Pakistan, December 19-21, 2016},
pages = {348--353},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/FIT.2016.070},
doi = {10.1109/FIT.2016.070},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fit/ZafarCQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/CochezDP16,
author = {Michael Cochez and
Stefan Decker and
Eric Prud'hommeaux},
editor = {Paul Groth and
Elena Simperl and
Alasdair J. G. Gray and
Marta Sabou and
Markus Kr{\"{o}}tzsch and
Freddy L{\'{e}}cu{\'{e}} and
Fabian Fl{\"{o}}ck and
Yolanda Gil},
title = {Knowledge Representation on the Web Revisited: The Case for Prototypes},
booktitle = {The Semantic Web - {ISWC} 2016 - 15th International Semantic Web Conference,
Kobe, Japan, October 17-21, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9981},
pages = {151--166},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46523-4\_10},
doi = {10.1007/978-3-319-46523-4\_10},
timestamp = {Tue, 07 Sep 2021 13:48:03 +0200},
biburl = {https://dblp.org/rec/conf/semweb/CochezDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CochezDP16,
author = {Michael Cochez and
Stefan Decker and
Eric Prud'hommeaux},
title = {Knowledge Representation on the Web revisited: Tools for Prototype
Based Ontologies},
journal = {CoRR},
volume = {abs/1607.04809},
year = {2016},
url = {http://arxiv.org/abs/1607.04809},
eprinttype = {arXiv},
eprint = {1607.04809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CochezDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cost/CochezTE15,
author = {Michael Cochez and
Vagan Y. Terziyan and
Vadim Ermolayev},
editor = {Jorge Cardoso and
Francesco Guerra and
Geert{-}Jan Houben and
Alexandre Miguel Pinto and
Yannis Velegrakis},
title = {Balanced Large Scale Knowledge Matching Using {LSH} Forest},
booktitle = {Semantic Keyword-Based Search on Structured Data Sources - First {COST}
Action {IC1302} International {KEYSTONE} Conference, {IKC} 2015, Coimbra,
Portugal, September 8-9, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9398},
pages = {36--50},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27932-9\_4},
doi = {10.1007/978-3-319-27932-9\_4},
timestamp = {Tue, 07 May 2024 20:12:51 +0200},
biburl = {https://dblp.org/rec/conf/cost/CochezTE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CochezM15,
author = {Michael Cochez and
Hao Mou},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Twister Tries: Approximate Hierarchical Agglomerative Clustering for
Average Distance in Linear Time},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {505--517},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2751521},
doi = {10.1145/2723372.2751521},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/CochezM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/CochezN15,
author = {Michael Cochez and
Ferrante Neri},
title = {Scalable Hierarchical Clustering: Twister Tries with a Posteriori
Trie Elimination},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
Cape Town, South Africa, December 7-10, 2015},
pages = {756--763},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SSCI.2015.12},
doi = {10.1109/SSCI.2015.12},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/CochezN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/ChernovCR15,
author = {Sergey Chernov and
Michael Cochez and
Tapani Ristaniemi},
title = {Anomaly Detection Algorithms for the Sleeping Cell Detection in {LTE}
Networks},
booktitle = {{IEEE} 81st Vehicular Technology Conference, {VTC} Spring 2015, Glasgow,
United Kingdom, 11-14 May, 2015},
pages = {1--5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/VTCSpring.2015.7145707},
doi = {10.1109/VTCSPRING.2015.7145707},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vtc/ChernovCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icteri/IsomottonenC14,
author = {Ville Isom{\"{o}}tt{\"{o}}nen and
Michael Cochez},
editor = {Vadim Ermolayev and
Heinrich C. Mayr and
Mykola S. Nikitchenko and
Aleksander Spivakovsky and
Grygoriy Zholtkevych},
title = {Challenges and Confusions in Learning Version Control with Git},
booktitle = {Information and Communication Technologies in Education, Research,
and Industrial Applications - 10th International Conference, {ICTERI}
2014, Kherson, Ukraine, June 9-12, 2014, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {469},
pages = {178--193},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13206-8\_9},
doi = {10.1007/978-3-319-13206-8\_9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icteri/IsomottonenC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/Cochez14,
author = {Michael Cochez},
title = {Locality-Sensitive Hashing for Massive String-Based Ontology Matching},
booktitle = {2014 {IEEE/WIC/ACM} International Joint Conferences on Web Intelligence
{(WI)} and Intelligent Agent Technologies (IAT), Warsaw, Poland, August
11-14, 2014 - Volume {II}},
pages = {134--140},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/WI-IAT.2014.26},
doi = {10.1109/WI-IAT.2014.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/Cochez14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icteri/CochezITI13a,
author = {Michael Cochez and
Ville Isom{\"{o}}tt{\"{o}}nen and
Ville Tirronen and
Jonne Itkonen},
editor = {Vadim Ermolayev and
Heinrich C. Mayr and
Mykola S. Nikitchenko and
Aleksander Spivakovsky and
Grygoriy Zholtkevych},
title = {How Do Computer Science Students Use Distributed Version Control Systems?},
booktitle = {Information and Communication Technologies in Education, Research,
and Industrial Applications - 9th International Conference, {ICTERI}
2013, Kherson, Ukraine, June 19-22, 2013, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {412},
pages = {210--228},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03998-5\_11},
doi = {10.1007/978-3-319-03998-5\_11},
timestamp = {Thu, 23 Jun 2022 19:58:17 +0200},
biburl = {https://dblp.org/rec/conf/icteri/CochezITI13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icteri/CochezITI13,
author = {Michael Cochez and
Ville Isom{\"{o}}tt{\"{o}}nen and
Ville Tirronen and
Jonne Itkonen},
editor = {Vadim Ermolayev and
Heinrich C. Mayr and
Mykola S. Nikitchenko and
Aleksander Spivakovsky and
Grygoriy Zholtkevych and
Mikhail Zavileysky and
Hennadiy Kravtsov and
Vitaliy Kobets and
Vladimir S. Peschanenko},
title = {The Use of Distributed Version Control Systems in Advanced Programming
Courses},
booktitle = {Proceedings of the 9th International Conference on {ICT} in Education,
Research and Industrial Applications: Integration, Harmonization and
Knowledge Transfer, Kherson, Ukraine, June 19-22, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1000},
pages = {221--235},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1000/ICTERI-2013-p-221-235.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:15 +0100},
biburl = {https://dblp.org/rec/conf/icteri/CochezITI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/IsomottonenTC13,
author = {Ville Isom{\"{o}}tt{\"{o}}nen and
Ville Tirronen and
Michael Cochez},
editor = {Janet Carter and
Ian Utting and
Alison Clear},
title = {Issues with a course that emphasizes self-direction},
booktitle = {Innovation and Technology in Computer Science Education conference
2013, ITiCSE '13, Canterbury, United Kingdom - July 01 - 03, 2013},
pages = {111--116},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2462476.2462495},
doi = {10.1145/2462476.2462495},
timestamp = {Wed, 10 Mar 2021 13:17:16 +0100},
biburl = {https://dblp.org/rec/conf/iticse/IsomottonenTC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icteri/CochezT12,
author = {Michael Cochez and
Vagan Y. Terziyan},
editor = {Vadim Ermolayev and
Heinrich C. Mayr and
Mykola S. Nikitchenko and
Aleksander Spivakovsky and
Grygoriy Zholtkevych and
Mikhail Zavileysky and
Vitaliy Kobets},
title = {Quality of an Ontology as a Dynamic Optimisation Problem},
booktitle = {Proceedings of the 8th International Conference on {ICT} in Education,
Research and Industrial Applications: Integration, Harmonization and
Knowledge Transfer, Kherson, Ukraine, June 6-10, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {848},
pages = {249--256},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-848/ICTERI-2012-CEUR-WS-DEIS-paper-1-p-249-256.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:15 +0100},
biburl = {https://dblp.org/rec/conf/icteri/CochezT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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