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@article{DBLP:journals/mta/FilhoGN24,
author = {Roberto de Moura Estev{\~{a}}o Filho and
Jos{\'{e}} Gabriel Rodr{\'{\i}}guez Carneiro Gomes and
Leonardo Oliveira Nunes},
title = {Evaluation of visual relationship classifiers with partially annotated
datasets},
journal = {Multim. Tools Appl.},
volume = {83},
number = {6},
pages = {18333--18352},
year = {2024},
url = {https://doi.org/10.1007/s11042-023-15967-w},
doi = {10.1007/S11042-023-15967-W},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/FilhoGN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/HuangTCLH24,
author = {Yixuan Huang and
Nichols Crawford Taylor and
Adam Conkey and
Weiyu Liu and
Tucker Hermans},
title = {Latent Space Planning for Multiobject Manipulation With Environment-Aware
Relational Classifiers},
journal = {{IEEE} Trans. Robotics},
volume = {40},
pages = {1724--1739},
year = {2024},
url = {https://doi.org/10.1109/TRO.2024.3360956},
doi = {10.1109/TRO.2024.3360956},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/trob/HuangTCLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/DuHJ23,
author = {Chunhui Du and
Hao He and
Yaohui Jin},
title = {Contrast with major classifier vectors for federated medical relation
extraction with heterogeneous label distribution},
journal = {Appl. Intell.},
volume = {53},
number = {23},
pages = {28895--28909},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-05040-2},
doi = {10.1007/S10489-023-05040-2},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/DuHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/QiuLCCSZT23,
author = {Jing Qiu and
Yang Lin and
Hao Chen and
Du Cheng and
Muhammad Shafiq and
Lejun Zhang and
Zhihong Tian},
title = {Diverse classifiers with label dependencies for long-tail relation
extraction in big data},
journal = {Comput. Electr. Eng.},
volume = {110},
pages = {108812},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108812},
doi = {10.1016/J.COMPELECENG.2023.108812},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/QiuLCCSZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coling/TangS23,
author = {Zheng Tang and
Mihai Surdeanu},
title = {It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation
and Explanation Classifiers},
journal = {Comput. Linguistics},
volume = {49},
number = {1},
pages = {117--156},
year = {2023},
url = {https://doi.org/10.1162/coli\_a\_00463},
doi = {10.1162/COLI\_A\_00463},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coling/TangS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/ShishaevDPKKS23,
author = {Maksim G. Shishaev and
V. V. Dikovitsky and
Vadim Pimeshkov and
Nikita Kuprikov and
Mikhail Kuprikov and
Viacheslav P. Shkodyrev},
title = {Extracting relations from texts using vector language models and a
neural network classifier},
journal = {PeerJ Comput. Sci.},
volume = {9},
pages = {e1636},
year = {2023},
url = {https://doi.org/10.7717/peerj-cs.1636},
doi = {10.7717/PEERJ-CS.1636},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerj-cs/ShishaevDPKKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JiangLFLC23,
author = {Tian Jiang and
Yunqi Liu and
Yan Feng and
Yuqing Li and
Xiaohui Cui},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Misleading Relation Classifiers by Substituting Words in Texts},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {3770--3785},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.232},
doi = {10.18653/V1/2023.FINDINGS-ACL.232},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JiangLFLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TangS23,
author = {Zheng Tang and
Mihai Surdeanu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Bootstrapping Neural Relation and Explanation Classifiers},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {48--56},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.5},
doi = {10.18653/V1/2023.ACL-SHORT.5},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TangS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XiaW0LCS23,
author = {Heming Xia and
Peiyi Wang and
Tianyu Liu and
Binghuai Lin and
Yunbo Cao and
Zhifang Sui},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Enhancing Continual Relation Extraction via Classifier Decomposition},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {10053--10062},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.638},
doi = {10.18653/V1/2023.FINDINGS-ACL.638},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XiaW0LCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SobczakFHD23,
author = {Lukasz Sobczak and
Katarzyna Filus and
Marzena Halama and
Joanna Domanska},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Visual examination of relations between known classes for deep neural
network classifiers},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {5118--5126},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386987},
doi = {10.1109/BIGDATA59044.2023.10386987},
timestamp = {Fri, 02 Feb 2024 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/SobczakFHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HuangCH23,
author = {Yixuan Huang and
Adam Conkey and
Tucker Hermans},
title = {Planning for Multi-Object Manipulation with Graph Neural Network Relational
Classifiers},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {1822--1829},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10161204},
doi = {10.1109/ICRA48891.2023.10161204},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/HuangCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05376,
author = {Chunhui Du and
Hao He and
Yaohui Jin},
title = {Contrast with Major Classifier Vectors for Federated Medical Relation
Extraction with Heterogeneous Label Distribution},
journal = {CoRR},
volume = {abs/2301.05376},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05376},
doi = {10.48550/ARXIV.2301.05376},
eprinttype = {arXiv},
eprint = {2301.05376},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02291,
author = {Ming Jiang and
Jennifer D'Souza and
S{\"{o}}ren Auer and
J. Stephen Downie},
title = {Evaluating BERT-based Scientific Relation Classifiers for Scholarly
Knowledge Graph Construction on Digital Library Collections},
journal = {CoRR},
volume = {abs/2305.02291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02291},
doi = {10.48550/ARXIV.2305.02291},
eprinttype = {arXiv},
eprint = {2305.02291},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04636,
author = {Heming Xia and
Peiyi Wang and
Tianyu Liu and
Binghuai Lin and
Yunbo Cao and
Zhifang Sui},
title = {Enhancing Continual Relation Extraction via Classifier Decomposition},
journal = {CoRR},
volume = {abs/2305.04636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04636},
doi = {10.48550/ARXIV.2305.04636},
eprinttype = {arXiv},
eprint = {2305.04636},
timestamp = {Fri, 14 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10857,
author = {Yixuan Huang and
Nichols Crawford Taylor and
Adam Conkey and
Weiyu Liu and
Tucker Hermans},
title = {Latent Space Planning for Multi-Object Manipulation with Environment-Aware
Relational Classifiers},
journal = {CoRR},
volume = {abs/2305.10857},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10857},
doi = {10.48550/ARXIV.2305.10857},
eprinttype = {arXiv},
eprint = {2305.10857},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01900,
author = {Isar Nejadgholi and
Svetlana Kiritchenko and
Kathleen C. Fraser and
Esma Balkir},
title = {Concept-Based Explanations to Test for False Causal Relationships
Learned by Abusive Language Classifiers},
journal = {CoRR},
volume = {abs/2307.01900},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01900},
doi = {10.48550/ARXIV.2307.01900},
eprinttype = {arXiv},
eprint = {2307.01900},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jodl/JiangDAD22,
author = {Ming Jiang and
Jennifer D'Souza and
S{\"{o}}ren Auer and
J. Stephen Downie},
title = {Evaluating BERT-based scientific relation classifiers for scholarly
knowledge graph construction on digital library collections},
journal = {Int. J. Digit. Libr.},
volume = {23},
number = {2},
pages = {197--215},
year = {2022},
url = {https://doi.org/10.1007/s00799-021-00313-y},
doi = {10.1007/S00799-021-00313-Y},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jodl/JiangDAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/IshiiIK22,
author = {Yoshie Ishii and
Koki Iwao and
Tsuguki Kinoshita},
title = {A New Rough Set Classifier for Numerical Data Based on Reflexive and
Antisymmetric Relations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {4},
number = {4},
pages = {1065--1087},
year = {2022},
url = {https://doi.org/10.3390/make4040054},
doi = {10.3390/MAKE4040054},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/IshiiIK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/YenkikarBH22,
author = {Anuradha Yenkikar and
C. Narendra Babu and
D. Jude Hemanth},
title = {Semantic relational machine learning model for sentiment analysis
using cascade feature selection and heterogeneous classifier ensemble},
journal = {PeerJ Comput. Sci.},
volume = {8},
pages = {e1100},
year = {2022},
url = {https://doi.org/10.7717/peerj-cs.1100},
doi = {10.7717/PEERJ-CS.1100},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerj-cs/YenkikarBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11424,
author = {Zheng Tang and
Mihai Surdeanu},
title = {It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation
and Explanation Classifiers},
journal = {CoRR},
volume = {abs/2204.11424},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11424},
doi = {10.48550/ARXIV.2204.11424},
eprinttype = {arXiv},
eprint = {2204.11424},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11943,
author = {Yixuan Huang and
Adam Conkey and
Tucker Hermans},
title = {Planning for Multi-Object Manipulation with Graph Neural Network Relational
Classifiers},
journal = {CoRR},
volume = {abs/2209.11943},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11943},
doi = {10.48550/ARXIV.2209.11943},
eprinttype = {arXiv},
eprint = {2209.11943},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SongXPH21,
author = {Dandan Song and
Jing Xu and
Jinhui Pang and
Heyan Huang},
title = {Classifier-adaptation knowledge distillation framework for relation
extraction and event detection with imbalanced data},
journal = {Inf. Sci.},
volume = {573},
pages = {222--238},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.05.045},
doi = {10.1016/J.INS.2021.05.045},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SongXPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HaoZZ21,
author = {Hao Hao and
Aimin Zhou and
Hu Zhang},
title = {An Approximated Domination Relationship based on Binary Classifiers
for Evolutionary Multiobjective Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2021, Krak{\'{o}}w,
Poland, June 28 - July 1, 2021},
pages = {2427--2434},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CEC45853.2021.9504781},
doi = {10.1109/CEC45853.2021.9504781},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/HaoZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/KinnunenNSEWTDY21,
author = {Tomi Kinnunen and
Andreas Nautsch and
Md. Sahidullah and
Nicholas W. D. Evans and
Xin Wang and
Massimiliano Todisco and
H{\'{e}}ctor Delgado and
Junichi Yamagishi and
Kong Aik Lee},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Visualizing Classifier Adjacency Relations: {A} Case Study in Speaker
Verification and Voice Anti-Spoofing},
booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech
Communication Association, Brno, Czechia, 30 August - 3 September
2021},
pages = {4299--4303},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-1522},
doi = {10.21437/INTERSPEECH.2021-1522},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/KinnunenNSEWTDY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/KhanD0ZRW21,
author = {Omar Shahbaz Khan and
Aaron Duane and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Jan Zah{\'{a}}lka and
Stevan Rudinac and
Marcel Worring},
editor = {Cathal Gurrin and
Klaus Schoeffmann and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Duc{-}Tien Dang{-}Nguyen and
Jakub Lokoc and
Minh{-}Triet Tran and
Wolfgang H{\"{u}}rst and
Luca Rossetto and
Graham Healy},
title = {Exquisitor at the Lifelog Search Challenge 2021: Relationships Between
Semantic Classifiers},
booktitle = {Proceedings of the 4th Annual on Lifelog Search Challenge, LSC@ICMR
2021, Taipei, Taiwan, 21 August 2021},
pages = {3--6},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3463948.3469255},
doi = {10.1145/3463948.3469255},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/KhanD0ZRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/KhanJLPKRWZ21,
author = {Omar Shahbaz Khan and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Mathias Dybkj{\ae}r Larsen and
Liam Alex Sonto Poulsen and
Dennis C. Koelma and
Stevan Rudinac and
Marcel Worring and
Jan Zah{\'{a}}lka},
editor = {Jakub Lokoc and
Tom{\'{a}}s Skopal and
Klaus Schoeffmann and
Vasileios Mezaris and
Xirong Li and
Stefanos Vrochidis and
Ioannis Patras},
title = {Exquisitor at the Video Browser Showdown 2021: Relationships Between
Semantic Classifiers},
booktitle = {MultiMedia Modeling - 27th International Conference, {MMM} 2021, Prague,
Czech Republic, June 22-24, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12573},
pages = {410--416},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-67835-7\_37},
doi = {10.1007/978-3-030-67835-7\_37},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/KhanJLPKRWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06362,
author = {Tomi Kinnunen and
Andreas Nautsch and
Md. Sahidullah and
Nicholas W. D. Evans and
Xin Wang and
Massimiliano Todisco and
H{\'{e}}ctor Delgado and
Junichi Yamagishi and
Kong Aik Lee},
title = {Visualizing Classifier Adjacency Relations: {A} Case Study in Speaker
Verification and Voice Anti-Spoofing},
journal = {CoRR},
volume = {abs/2106.06362},
year = {2021},
url = {https://arxiv.org/abs/2106.06362},
eprinttype = {arXiv},
eprint = {2106.06362},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KerrHCM20,
author = {Catherine Kerr and
Terri Hoare and
Paula Carroll and
Jakub Marecek},
title = {Integer programming ensemble of temporal relations classifiers},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {2},
pages = {533--562},
year = {2020},
url = {https://doi.org/10.1007/s10618-019-00671-x},
doi = {10.1007/S10618-019-00671-X},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KerrHCM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/elektrik/OnyeDA20,
author = {Stanley Chika Onye and
Nazife Dimililer and
Arif A. Akkeles},
title = {Chemical disease relation extraction task using genetic algorithm
with two novelvoting methods for classifier subset selection},
journal = {Turkish J. Electr. Eng. Comput. Sci.},
volume = {28},
number = {2},
pages = {1179--1196},
year = {2020},
url = {https://doi.org/10.3906/elk-1906-46},
doi = {10.3906/ELK-1906-46},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/elektrik/OnyeDA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpe/JiaWXCX20,
author = {Minghua Jia and
Xiaodong Wang and
Yue Xu and
Zhanqi Cui and
Ruilin Xie},
title = {Testing Machine Learning Classifiers based on Compositional Metamorphic
Relations},
journal = {Int. J. Perform. Eng.},
volume = {16},
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Xizhao Wang and
Cong Hu and
Ran Wang},
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author = {Esra Adiyeke and
Mustafa G{\"{o}}k{\c{c}}e Baydogan},
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author = {Diogo Moreira and
Ana Paula Furtado and
Sidney C. Nogueira},
title = {Testing acoustic scene classifiers using Metamorphic Relations},
booktitle = {{IEEE} International Conference On Artificial Intelligence Testing,
AITest 2020, Oxford, UK, August 3-6, 2020},
pages = {47--54},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/AITEST49225.2020.00014},
doi = {10.1109/AITEST49225.2020.00014},
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author = {Emanuele Albini and
Antonio Rago and
Pietro Baroni and
Francesca Toni},
editor = {Christian Bessiere},
title = {Relation-Based Counterfactual Explanations for Bayesian Network Classifiers},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {451--457},
publisher = {ijcai.org},
year = {2020},
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author = {Kyeongmin Rim and
Jingxuan Tu and
Kelley Lynch and
James Pustejovsky},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {Reproducing Neural Ensemble Classifier for Semantic Relation Extraction
inScientific Papers},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {5569--5578},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.684/},
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author = {Haiyang Yu and
Ningyu Zhang and
Shumin Deng and
Zonggang Yuan and
Yantao Jia and
Huajun Chen},
title = {The Devil is the Classifier: Investigating Long Tail Relation Classification
with Decoupling Analysis},
journal = {CoRR},
volume = {abs/2009.07022},
year = {2020},
url = {https://arxiv.org/abs/2009.07022},
eprinttype = {arXiv},
eprint = {2009.07022},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
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author = {Limin Wang and
Gaojie Wang and
Zhiyi Duan and
Hua Lou and
Minghui Sun},
title = {Optimizing the Topology of Bayesian Network Classifiers by Applying
Conditional Entropy to Mine Causal Relationships Between Attributes},
journal = {{IEEE} Access},
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author = {Prashanta Saha and
Upulee Kanewala},
title = {Fault Detection Effectiveness of Metamorphic Relations Developed for
Testing Supervised Classifiers},
booktitle = {{IEEE} International Conference On Artificial Intelligence Testing,
AITest 2019, Newark, CA, USA, April 4-9, 2019},
pages = {157--164},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/AITest.2019.00019},
doi = {10.1109/AITEST.2019.00019},
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@inproceedings{DBLP:conf/dsa/LiCLZL19,
author = {Zheng Li and
Zhanqi Cui and
Jianbin Liu and
Liwei Zheng and
Xiulei Liu},
title = {Testing Neural Network Classifiers Based on Metamorphic Relations},
booktitle = {6th International Conference on Dependable Systems and Their Applications,
{DSA} 2019, Harbin, China, January 3-6, 2020},
pages = {389--394},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSA.2019.00060},
doi = {10.1109/DSA.2019.00060},
timestamp = {Thu, 07 May 2020 11:49:40 +0200},
biburl = {https://dblp.org/rec/conf/dsa/LiCLZL19.bib},
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@inproceedings{DBLP:conf/iciap/Orozco-AlzateBB19,
author = {Mauricio Orozco{-}Alzate and
Sisto Baldo and
Manuele Bicego},
editor = {Elisa Ricci and
Samuel Rota Bul{\`{o}} and
Cees Snoek and
Oswald Lanz and
Stefano Messelodi and
Nicu Sebe},
title = {Relation, Transition and Comparison Between the Adaptive Nearest Neighbor
Rule and the Hypersphere Classifier},
booktitle = {Image Analysis and Processing - {ICIAP} 2019 - 20th International
Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11751},
pages = {141--151},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30642-7\_13},
doi = {10.1007/978-3-030-30642-7\_13},
timestamp = {Tue, 21 Mar 2023 21:01:03 +0100},
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author = {Prashanta Saha and
Upulee Kanewala},
title = {Fault Detection Effectiveness of Metamorphic Relations Developed for
Testing Supervised Classifiers},
journal = {CoRR},
volume = {abs/1904.07348},
year = {2019},
url = {http://arxiv.org/abs/1904.07348},
eprinttype = {arXiv},
eprint = {1904.07348},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07348.bib},
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author = {Yun Zhao},
title = {An Auxiliary Classifier Generative Adversarial Framework for Relation
Extraction},
journal = {CoRR},
volume = {abs/1909.05370},
year = {2019},
url = {http://arxiv.org/abs/1909.05370},
eprinttype = {arXiv},
eprint = {1909.05370},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05370.bib},
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author = {K{\'{e}}vin Cousot and
Mehdi Mirzapour and
Waleed Ragheb},
title = {Prediction of Missing Semantic Relations in Lexical-Semantic Network
using Random Forest Classifier},
journal = {CoRR},
volume = {abs/1911.04759},
year = {2019},
url = {http://arxiv.org/abs/1911.04759},
eprinttype = {arXiv},
eprint = {1911.04759},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04759.bib},
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@article{DBLP:journals/sigmod/KimelfeldR18,
author = {Benny Kimelfeld and
Christopher R{\'{e}}},
title = {A Relational Framework for Classifier Engineering},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {1},
pages = {6--13},
year = {2018},
url = {https://doi.org/10.1145/3277006.3277009},
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timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
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author = {Wang{-}Chiew Tan},
title = {Technical Perspective: : {A} Relational Framework for Classifier Engineering},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {1},
pages = {5},
year = {2018},
url = {https://doi.org/10.1145/3277006.3277008},
doi = {10.1145/3277006.3277008},
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biburl = {https://dblp.org/rec/journals/sigmod/Tan18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tods/KimelfeldR18,
author = {Benny Kimelfeld and
Christopher R{\'{e}}},
title = {A Relational Framework for Classifier Engineering},
journal = {{ACM} Trans. Database Syst.},
volume = {43},
number = {3},
pages = {11:1--11:36},
year = {2018},
url = {https://doi.org/10.1145/3268931},
doi = {10.1145/3268931},
timestamp = {Thu, 09 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/KimelfeldR18.bib},
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@inproceedings{DBLP:conf/icccsec/HanYC18,
author = {Hui Han and
Yulong Ying and
Xiang Chen},
editor = {Xingming Sun and
Zhaoqing Pan and
Elisa Bertino},
title = {An Optimized Resolution Coefficient Algorithm of Gray Relation Classifier},
booktitle = {Cloud Computing and Security - 4th International Conference, {ICCCS}
2018, Haikou, China, June 8-10, 2018, Revised Selected Papers, Part
{VI}},
series = {Lecture Notes in Computer Science},
volume = {11068},
pages = {406--417},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00021-9\_37},
doi = {10.1007/978-3-030-00021-9\_37},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icccsec/HanYC18.bib},
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@inproceedings{DBLP:conf/ilp/RaboldSS18,
author = {Johannes Rabold and
Michael Siebers and
Ute Schmid},
editor = {Fabrizio Riguzzi and
Elena Bellodi and
Riccardo Zese},
title = {Explaining Black-Box Classifiers with {ILP} - Empowering {LIME} with
Aleph to Approximate Non-linear Decisions with Relational Rules},
booktitle = {Inductive Logic Programming - 28th International Conference, {ILP}
2018, Ferrara, Italy, September 2-4, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11105},
pages = {105--117},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99960-9\_7},
doi = {10.1007/978-3-319-99960-9\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/RaboldSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/infocom/LinLSW18,
author = {Yun Lin and
Wenxin Li and
Jianguo Sun and
Qidi Wu},
title = {Improving wireless devices identification using gray relationship
classifier to enhance wireless network security},
booktitle = {{IEEE} {INFOCOM} 2018 - {IEEE} Conference on Computer Communications
Workshops, {INFOCOM} Workshops 2018, Honolulu, HI, USA, April 15-19,
2018},
pages = {421--425},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/INFCOMW.2018.8406960},
doi = {10.1109/INFCOMW.2018.8406960},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/infocom/LinLSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/medaded/MaggeSG18,
author = {Arjun Magge and
Matthew Scotch and
Graciela Gonzalez{-}Hernandez},
title = {Clinical {NER} and Relation Extraction using Bi-Char-LSTMs and Random
Forest Classifiers},
booktitle = {Proceedings of the 1st International Workshop on Medication and Adverse
Drug Event Detection, 4 May 2018},
series = {Proceedings of Machine Learning Research},
volume = {90},
pages = {25--30},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v90/magge18a.html},
timestamp = {Fri, 11 Dec 2020 17:15:26 +0100},
biburl = {https://dblp.org/rec/conf/medaded/MaggeSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/semeval/BarikSG18,
author = {Biswanath Barik and
Utpal Kumar Sikdar and
Bj{\"{o}}rn Gamb{\"{a}}ck},
editor = {Marianna Apidianaki and
Saif M. Mohammad and
Jonathan May and
Ekaterina Shutova and
Steven Bethard and
Marine Carpuat},
title = {{NTNU} at SemEval-2018 Task 7: Classifier Ensembling for Semantic
Relation Identification and Classification in Scientific Papers},
booktitle = {Proceedings of The 12th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2018, New Orleans, Louisiana, USA, June 5-6, 2018},
pages = {858--862},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/s18-1138},
doi = {10.18653/V1/S18-1138},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/BarikSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/iasc/ThakkarK17,
author = {Amit Thakkar and
Yogesh P. Kosta},
title = {Improving efficiency of heterogeneous multi relational classification
by choosing efficient classifiers using ratio of success rate and
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volume = {23},
number = {1},
pages = {75--86},
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doi = {10.1080/10798587.2015.1136106},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iasc/ThakkarK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tsg/KuoCCKYL17,
author = {Chao{-}Lin Kuo and
Jian{-}Liung Chen and
Shi{-}Jaw Chen and
Chih{-}Cheng Kao and
Her{-}Terng Yau and
Chia{-}Hung Lin},
title = {Photovoltaic Energy Conversion System Fault Detection Using Fractional-Order
Color Relation Classifier in Microdistribution Systems},
journal = {{IEEE} Trans. Smart Grid},
volume = {8},
number = {3},
pages = {1163--1172},
year = {2017},
url = {https://doi.org/10.1109/TSG.2015.2478855},
doi = {10.1109/TSG.2015.2478855},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/KuoCCKYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cicling/MandyaBCA17,
author = {Angrosh Mandya and
Danushka Bollegala and
Frans Coenen and
Katie Atkinson},
editor = {Alexander F. Gelbukh},
title = {Classifier-Based Pattern Selection Approach for Relation Instance
Extraction},
booktitle = {Computational Linguistics and Intelligent Text Processing - 18th International
Conference, CICLing 2017, Budapest, Hungary, April 17-23, 2017, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10761},
pages = {418--434},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-77113-7\_33},
doi = {10.1007/978-3-319-77113-7\_33},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/cicling/MandyaBCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/pods/KimelfeldR17,
author = {Benny Kimelfeld and
Christopher R{\'{e}}},
editor = {Emanuel Sallinger and
Jan Van den Bussche and
Floris Geerts},
title = {A Relational Framework for Classifier Engineering},
booktitle = {Proceedings of the 36th {ACM} {SIGMOD-SIGACT-SIGAI} Symposium on Principles
of Database Systems, {PODS} 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {5--20},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3034786.3034797},
doi = {10.1145/3034786.3034797},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/KimelfeldR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ranlp/YaoNH17,
author = {Wenlin Yao and
Saipravallika Nettyam and
Ruihong Huang},
editor = {Ruslan Mitkov and
Galia Angelova},
title = {A Weakly Supervised Approach to Train Temporal Relation Classifiers
and Acquire Regular Event Pairs Simultaneously},
booktitle = {Proceedings of the International Conference Recent Advances in Natural
Language Processing, {RANLP} 2017, Varna, Bulgaria, September 2 -
8, 2017},
pages = {803--812},
publisher = {{INCOMA} Ltd.},
year = {2017},
url = {https://doi.org/10.26615/978-954-452-049-6\_103},
doi = {10.26615/978-954-452-049-6\_103},
timestamp = {Fri, 06 Aug 2021 00:39:58 +0200},
biburl = {https://dblp.org/rec/conf/ranlp/YaoNH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/YaoNH17,
author = {Wenlin Yao and
Saipravallika Nettyam and
Ruihong Huang},
title = {A Weakly Supervised Approach to Train Temporal Relation Classifiers
and Acquire Regular Event Pairs Simultaneously},
journal = {CoRR},
volume = {abs/1707.09410},
year = {2017},
url = {http://arxiv.org/abs/1707.09410},
eprinttype = {arXiv},
eprint = {1707.09410},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoNH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/expert/XiaoJHT16,
author = {Jin Xiao and
Xiaoyi Jiang and
Changzheng He and
Ge{-}Er Teng},
title = {Churn Prediction in Customer Relationship Management via GMDH-Based
Multiple Classifiers Ensemble},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {2},
pages = {37--44},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.16},
doi = {10.1109/MIS.2016.16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/XiaoJHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/akbc/BingCDW16,
author = {Lidong Bing and
William W. Cohen and
Bhuwan Dhingra and
Richard C. Wang},
editor = {Jay Pujara and
Tim Rockt{\"{a}}schel and
Danqi Chen and
Sameer Singh},
title = {Using Graphs of Classifiers to Impose Constraints on Semi-supervised
Relation Extraction},
booktitle = {Proceedings of the 5th Workshop on Automated Knowledge Base Construction,
AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016},
pages = {1--6},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-1301},
doi = {10.18653/V1/W16-1301},
timestamp = {Thu, 14 Dec 2023 18:03:42 +0100},
biburl = {https://dblp.org/rec/conf/akbc/BingCDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/conll/KidoA16,
author = {Yusuke Kido and
Akiko Aizawa},
editor = {Nianwen Xue and
Hwee Tou Ng and
Sameer Pradhan and
Attapol Rutherford and
Bonnie L. Webber and
Chuan Wang and
Hongmin Wang},
title = {Discourse Relation Sense Classification with Two-Step Classifiers},
booktitle = {Proceedings of the 20th {SIGNLL} Conference on Computational Natural
Language Learning: Shared Task, CoNLL 2016, Berlin, Germany, August
7-12, 2016},
pages = {129--135},
publisher = {{ACL}},
year = {2016},
url = {https://doi.org/10.18653/v1/k16-2018},
doi = {10.18653/V1/K16-2018},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/KidoA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ieaaie/HidayatiKFO16,
author = {Ratna Hidayati and
Katsutoshi Kanamori and
Ling Feng and
Hayato Ohwada},
editor = {Hamido Fujita and
Moonis Ali and
Ali Selamat and
Jun Sasaki and
Masaki Kurematsu},
title = {Various Classifiers to Investigate the Relationship Between {CSR}
Activities and Corporate Value},
booktitle = {Trends in Applied Knowledge-Based Systems and Data Science - 29th
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, {IEA/AIE} 2016, Morioka, Japan, August
2-4, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9799},
pages = {23--30},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42007-3\_3},
doi = {10.1007/978-3-319-42007-3\_3},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/HidayatiKFO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/semeval/TourilleFNT16,
author = {Julien Tourille and
Olivier Ferret and
Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and
Xavier Tannier},
editor = {Steven Bethard and
Daniel M. Cer and
Marine Carpuat and
David Jurgens and
Preslav Nakov and
Torsten Zesch},
title = {{LIMSI-COT} at SemEval-2016 Task 12: Temporal relation identification
using a pipeline of classifiers},
booktitle = {Proceedings of the 10th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016},
pages = {1136--1142},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/s16-1175},
doi = {10.18653/V1/S16-1175},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/TourilleFNT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/biodatamining/BeckF15,
author = {Daniel Beck and
James A. Foster},
title = {Machine learning classifiers provide insight into the relationship
between microbial communities and bacterial vaginosis},
journal = {BioData Min.},
volume = {8},
pages = {23},
year = {2015},
url = {https://doi.org/10.1186/s13040-015-0055-3},
doi = {10.1186/S13040-015-0055-3},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/BeckF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijcaet/KumarZ15,
author = {G. Suresh Kumar and
G. Zayaraz},
title = {Automatic relation extraction using na{\"{\i}}ve Bayes classifier
for concept relational ontology development},
journal = {Int. J. Comput. Aided Eng. Technol.},
volume = {7},
number = {4},
pages = {421--435},
year = {2015},
url = {https://doi.org/10.1504/IJCAET.2015.072599},
doi = {10.1504/IJCAET.2015.072599},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcaet/KumarZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/itiis/Li15,
author = {Jingchao Li},
title = {A Novel Recognition Algorithm Based on Holder Coefficient Theory and
Interval Gray Relation Classifier},
journal = {{KSII} Trans. Internet Inf. Syst.},
volume = {9},
number = {11},
pages = {4573--4584},
year = {2015},
url = {https://doi.org/10.3837/tiis.2015.11.018},
doi = {10.3837/TIIS.2015.11.018},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/itiis/Li15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jksucis/Kumar015,
author = {G. Suresh Kumar and
G. Zayaraz},
title = {Concept relation extraction using Na{\"{\i}}ve Bayes classifier
for ontology-based question answering systems},
journal = {J. King Saud Univ. Comput. Inf. Sci.},
volume = {27},
number = {1},
pages = {13--24},
year = {2015},
url = {https://doi.org/10.1016/j.jksuci.2014.03.001},
doi = {10.1016/J.JKSUCI.2014.03.001},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jksucis/Kumar015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tfs/WangXLHDP15,
author = {Xizhao Wang and
Hong{-}Jie Xing and
Yan Li and
Qiang Hua and
Chun{-}Ru Dong and
Witold Pedrycz},
title = {A Study on Relationship Between Generalization Abilities and Fuzziness
of Base Classifiers in Ensemble Learning},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {5},
pages = {1638--1654},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2014.2371479},
doi = {10.1109/TFUZZ.2014.2371479},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/WangXLHDP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivic/AlhammamiOT15,
author = {Muhammad Alhammami and
Chee{-}Pun Ooi and
Wooi{-}Haw Tan},
editor = {Halimah Badioze Zaman and
Peter Robinson and
Alan F. Smeaton and
Timothy K. Shih and
Sergio A. Velastin and
Azizah Jaafar and
Nazlena Mohamad Ali},
title = {Violence Recognition Using Harmonic Mean of Distances and Relational
Velocity with K-Nearest Neighbour Classifier},
booktitle = {Advances in Visual Informatics - 4th International Visual Informatics
Conference, {IVIC} 2015, Bangi, Malaysia, November 17-19, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9429},
pages = {132--139},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25939-0\_12},
doi = {10.1007/978-3-319-25939-0\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ivic/AlhammamiOT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GunesCO14,
author = {Ismail G{\"{u}}nes and
Zehra {\c{C}}ataltepe and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
title = {GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier
for evolving heterogeneous networks},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {3},
pages = {670--701},
year = {2014},
url = {https://doi.org/10.1007/s10618-013-0316-z},
doi = {10.1007/S10618-013-0316-Z},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GunesCO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/EndoOK14,
author = {Tomomi Endo and
Kazuhiro Omura and
Mineichi Kudo},
title = {Analysis of Relationship between R{\'{e}}Nyi Entropy and Marginal
Bayes error and its Application to Weighted na{\"{\i}}VE Bayes
Classifiers},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {28},
number = {7},
year = {2014},
url = {https://doi.org/10.1142/S0218001414600064},
doi = {10.1142/S0218001414600064},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/EndoOK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/TohT14,
author = {Kar{-}Ann Toh and
Geok{-}Choo Tan},
title = {Exploiting the relationships among several binary classifiers via
data transformation},
journal = {Pattern Recognit.},
volume = {47},
number = {3},
pages = {1509--1522},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.09.030},
doi = {10.1016/J.PATCOG.2013.09.030},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/TohT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KerrHMC14,
author = {Catherine Kerr and
Terri Hoare and
Jakub Marecek and
Paula Carroll},
title = {Integer Programming Ensemble of Classifiers for Temporal Relations},
journal = {CoRR},
volume = {abs/1412.1866},
year = {2014},
url = {http://arxiv.org/abs/1412.1866},
eprinttype = {arXiv},
eprint = {1412.1866},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KerrHMC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuDW14,
author = {Zhuowen Tu and
Piotr Doll{\'{a}}r and
Yingnian Wu},
title = {Layered Logic Classifiers: Exploring the 'And' and 'Or' Relations},
journal = {CoRR},
volume = {abs/1405.6804},
year = {2014},
url = {http://arxiv.org/abs/1405.6804},
eprinttype = {arXiv},
eprint = {1405.6804},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TuDW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Atashpaz-GargariSBD13,
author = {Esmaeil Atashpaz{-}Gargari and
Chao Sima and
Ulisses M. Braga{-}Neto and
Edward R. Dougherty},
title = {Relationship between the accuracy of classifier error estimation and
complexity of decision boundary},
journal = {Pattern Recognit.},
volume = {46},
number = {5},
pages = {1315--1322},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.10.020},
doi = {10.1016/J.PATCOG.2012.10.020},
timestamp = {Fri, 24 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/Atashpaz-GargariSBD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ManjunathMS13,
author = {Geetha Manjunath and
M. Narasimha Murty and
Dinkar Sitaram},
title = {Combining heterogeneous classifiers for relational databases},
journal = {Pattern Recognit.},
volume = {46},
number = {1},
pages = {317--324},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.06.015},
doi = {10.1016/J.PATCOG.2012.06.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ManjunathMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/SchulteBCBX13,
author = {Oliver Schulte and
Bahareh Bina and
Branden Crawford and
D. Bingham and
Yi Xiong},
title = {A hierarchy of independence assumptions for multi-relational Bayes
net classifiers},
booktitle = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM}
2013, Singapore, 16-19 April, 2013},
pages = {150--159},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIDM.2013.6597230},
doi = {10.1109/CIDM.2013.6597230},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/SchulteBCBX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/NevilleGEW12,
author = {Jennifer Neville and
Brian Gallagher and
Tina Eliassi{-}Rad and
Tao Wang},
title = {Correcting evaluation bias of relational classifiers with network
cross validation},
journal = {Knowl. Inf. Syst.},
volume = {30},
number = {1},
pages = {31--55},
year = {2012},
url = {https://doi.org/10.1007/s10115-010-0373-1},
doi = {10.1007/S10115-010-0373-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/NevilleGEW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/bibm/BiHMMTSW12,
author = {Xia Bi and
Hongzhan Huang and
Sherri Matis{-}Mitchell and
Peter B. McGarvey and
Manabu Torii and
Hagit Shatkay and
Cathy H. Wu},
title = {Building a classifier for identifying sentences pertaining to disease-drug
relationships in tardive dyskinesia},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392615},
doi = {10.1109/BIBM.2012.6392615},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/BiHMMTSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ndt/KhanAQ12,
author = {Sher Afgun Khan and
Muhammad Tanvir Afzal and
Muhammad Abdul Qadir},
editor = {Rachid Benlamri},
title = {Exploiting Title-Keywords Relation to Develop Concept Classifier for
Scientific Community},
booktitle = {Networked Digital Technologies - 4th International Conference, {NDT}
2012, Dubai, UAE, April 24-26, 2012, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {294},
pages = {438--448},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30567-2\_37},
doi = {10.1007/978-3-642-30567-2\_37},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndt/KhanAQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1201-2925,
title = {Combining Heterogeneous Classifiers for Relational Databases},
journal = {CoRR},
volume = {abs/1201.2925},
year = {2012},
note = {Withdrawn.},
url = {http://arxiv.org/abs/1201.2925},
eprinttype = {arXiv},
eprint = {1201.2925},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-2925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/Lin11,
author = {Chia{-}Hung Lin},
title = {Assessment of bilateral photoplethysmography for lower limb peripheral
vascular occlusive disease using color relation analysis classifier},
journal = {Comput. Methods Programs Biomed.},
volume = {103},
number = {3},
pages = {121--131},
year = {2011},
url = {https://doi.org/10.1016/j.cmpb.2010.06.014},
doi = {10.1016/J.CMPB.2010.06.014},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/Lin11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/cmpb/MahmoodabadiABKW11,
author = {Sina Zarei Mahmoodabadi and
Javad Alirezaie and
Paul S. Babyn and
Andrea Kassner and
Elysa Widjaja},
title = {Wavelets and fuzzy relational classifiers: {A} novel diffusion-weighted
image analysis system for pediatric metabolic brain diseases},
journal = {Comput. Methods Programs Biomed.},
volume = {103},
number = {2},
pages = {74--86},
year = {2011},
url = {https://doi.org/10.1016/j.cmpb.2010.06.011},
doi = {10.1016/J.CMPB.2010.06.011},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/MahmoodabadiABKW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aici/DeS11,
author = {Indrajit De and
Jaya Sil},
editor = {Hepu Deng and
Duoqian Miao and
Jingsheng Lei and
Fu Lee Wang},
title = {No Reference Image Quality Assessment Using Fuzzy Relational Classifier},
booktitle = {Artificial Intelligence and Computational Intelligence - Third International
Conference, {AICI} 2011, Taiyuan, China, September 24-25, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7002},
pages = {551--558},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23881-9\_71},
doi = {10.1007/978-3-642-23881-9\_71},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/aici/DeS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/DamasDA11,
author = {Jos{\'{e}} Ignacio Est{\'{e}}vez Damas and
Pedro Antonio Toledo Delgado and
Silvia Alay{\'{o}}n},
title = {Using an induced relational decision tree for rule injection in a
learning classifier system},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2011, New Orleans, LA, USA, 5-8 June, 2011},
pages = {647--654},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CEC.2011.5949680},
doi = {10.1109/CEC.2011.5949680},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/DamasDA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/edm/MostowGT11,
author = {Jack Mostow and
Jos{\'{e}} P. Gonz{\'{a}}lez{-}Brenes and
Bao Hong (Lucas) Tan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Learning Classifiers From a Relational Database of Tutor Logs},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {149--158},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper2\_full\_Mostow.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/MostowGT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gensips/Atashpaz-GargariSBD11,
author = {Esmaeil Atashpaz{-}Gargari and
Chao Sima and
Ulisses M. Braga{-}Neto and
Edward R. Dougherty},
title = {Relationship between the accuracy of classifier error estimation and
distribution complexity},
booktitle = {2011 {IEEE} International Workshop on Genomic Signal Processing and
Statistics, GENSiPS 2011, San Antonio, TX, USA, December 4-6, 2011},
pages = {147--149},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/GENSiPS.2011.6169466},
doi = {10.1109/GENSIPS.2011.6169466},
timestamp = {Fri, 24 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gensips/Atashpaz-GargariSBD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/DeS11,
author = {Indrajit De and
Jaya Sil},
editor = {De{-}Shuang Huang and
Yong Gan and
Prashan Premaratne and
Kyungsook Han},
title = {No Reference Image Quality Assessment by Designing Fuzzy Relational
Classifier Using {MOS} Weight Matrix},
booktitle = {Bio-Inspired Computing and Applications - 7th International Conference
on Intelligent Computing, {ICIC} 2011, Zhengzhou,China, August 11-14.
2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6840},
pages = {361--369},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24553-4\_48},
doi = {10.1007/978-3-642-24553-4\_48},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icic/DeS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icmla/Macskassy11,
author = {Sofus A. Macskassy},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Relational Classifiers in a Non-relational World: Using Homophily
to Create Relations},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {406--411},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.122},
doi = {10.1109/ICMLA.2011.122},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/Macskassy11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/DamasTA11,
author = {Jos{\'{e}} Ignacio Est{\'{e}}vez Damas and
Pedro A. Toledo and
Silvia Alay{\'{o}}n},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Guiding a relational learning agent with a learning classifier system},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {12--17},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121623},
doi = {10.1109/ISDA.2011.6121623},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/DamasTA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GunesCO11,
author = {Ismail G{\"{u}}nes and
Zehra {\c{C}}ataltepe and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
editor = {Petra Perner},
title = {{GA-TVRC:} {A} Novel Relational Time Varying Classifier to Extract
Temporal Information Using Genetic Algorithms},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 7th International
Conference, {MLDM} 2011, New York, NY, USA, August 30 - September
3, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6871},
pages = {568--583},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23199-5\_42},
doi = {10.1007/978-3-642-23199-5\_42},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GunesCO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/LinKH11,
author = {Harris T. Lin and
Neeraj Koul and
Vasant G. Honavar},
editor = {Lora Aroyo and
Chris Welty and
Harith Alani and
Jamie Taylor and
Abraham Bernstein and
Lalana Kagal and
Natasha Fridman Noy and
Eva Blomqvist},
title = {Learning Relational Bayesian Classifiers from {RDF} Data},
booktitle = {The Semantic Web - {ISWC} 2011 - 10th International Semantic Web Conference,
Bonn, Germany, October 23-27, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7031},
pages = {389--404},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25073-6\_25},
doi = {10.1007/978-3-642-25073-6\_25},
timestamp = {Tue, 07 Sep 2021 13:47:52 +0200},
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@article{DBLP:journals/eswa/DuLSC10,
author = {Yi{-}Chun Du and
Chia{-}Hung Lin and
Liang{-}Yu Shyu and
Tainsong Chen},
title = {Portable hand motion classifier for multi-channel surface electromyography
recognition using grey relational analysis},
journal = {Expert Syst. Appl.},
volume = {37},
number = {6},
pages = {4283--4291},
year = {2010},
url = {https://doi.org/10.1016/j.eswa.2009.11.072},
doi = {10.1016/J.ESWA.2009.11.072},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/DuLSC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/fss/MahmoodabadiABKW10,
author = {Sina Zarei Mahmoodabadi and
Javad Alirezaie and
Paul S. Babyn and
Andrea Kassner and
Elysa Widjaja},
title = {Wavelets and fuzzy relational classifiers: {A} novel spectroscopy
analysis system for pediatric metabolic brain diseases},
journal = {Fuzzy Sets Syst.},
volume = {161},
number = {1},
pages = {75--95},
year = {2010},
url = {https://doi.org/10.1016/j.fss.2009.01.018},
doi = {10.1016/J.FSS.2009.01.018},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/MahmoodabadiABKW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/dmin/AtakO10,
author = {Ahmet Aycan Atak and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
editor = {Robert Stahlbock and
Sven F. Crone and
Mahmoud Abou{-}Nasr and
Hamid R. Arabnia and
Nikolaos Kourentzes and
Philippe Lenca and
Wolfram{-}Manfred Lippe and
Gary M. Weiss},
title = {A Framework for Social Spam Detection Based on Relational Bayes Classifier},
booktitle = {Proceedings of The 2010 International Conference on Data Mining, {DMIN}
2010, July 12-15, 2010, Las Vegas, Nevada, {USA}},
pages = {71--77},
publisher = {{CSREA} Press},
year = {2010},
timestamp = {Tue, 07 Dec 2010 10:44:25 +0100},
biburl = {https://dblp.org/rec/conf/dmin/AtakO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ecai/MirroshandelG10,
author = {Seyed Abolghasem Mirroshandel and
Gholamreza Ghassem{-}Sani},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Temporal Relations Learning with a Bootstrapped Cross-document Classifier},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {829--834},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-829},
doi = {10.3233/978-1-60750-606-5-829},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MirroshandelG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ekaw/FernandezSKM10,
author = {Miriam Fern{\'{a}}ndez and
Marta Sabou and
Peter Knoth and
Enrico Motta},
editor = {Johanna V{\"{o}}lker and
{\'{O}}scar Corcho},
title = {Predicting the Quality of Semantic Relations by Applying Machine Learning
Classifiers},
booktitle = {Proceedings of the {EKAW2010} Poster and Demo Track, Lisbon, Portugal,
October 11 - 15, 2010},
series = {{CEUR} Workshop Proceedings},
volume = {674},
publisher = {CEUR-WS.org},
year = {2010},
url = {https://ceur-ws.org/Vol-674/Paper92.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/ekaw/FernandezSKM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/gecco/Toledo-Suarez10,
author = {Carlos D. Toledo{-}Su{\'{a}}rez},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {A first assessment of the use of extended relational alphabets in
accuracy classifier systems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {991--998},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830666},
doi = {10.1145/1830483.1830666},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Toledo-Suarez10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icpr/ManjunathMS10,
author = {Geetha Manjunath and
M. Narasimha Murty and
Dinkar Sitaram},
title = {A Practical Heterogeneous Classifier for Relational Databases},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {3316--3319},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.811},
doi = {10.1109/ICPR.2010.811},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ManjunathMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nime/NymoenGSTJ10,
author = {Kristian Nymoen and
Kyrre Glette and
St{\aa}le Andreas Skogstad and
Jim T{\o}rresen and
Alexander Refsum Jensenius},
title = {Searching for Cross-Individual Relationships between Sound and Movement
Features using an {SVM} Classifier},
booktitle = {10th International Conference on New Interfaces for Musical Expression,
{NIME} 2010, Sydney, Australia, June 15-18, 2010},
pages = {259--262},
publisher = {nime.org},
year = {2010},
url = {https://doi.org/10.5281/zenodo.1177869},
doi = {10.5281/ZENODO.1177869},
timestamp = {Tue, 04 Apr 2023 16:52:05 +0200},
biburl = {https://dblp.org/rec/conf/nime/NymoenGSTJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HsuS10,
author = {Kuo{-}Wei Hsu and
Jaideep Srivastava},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Relationship between Diversity and Correlation in Multi-Classifier
Systems},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {500--506},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_47},
doi = {10.1007/978-3-642-13672-6\_47},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HsuS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/TratzH10,
author = {Stephen Tratz and
Eduard H. Hovy},
editor = {Katrin Erk and
Carlo Strapparava},
title = {{ISI:} Automatic Classification of Relations Between Nominals Using
a Maximum Entropy Classifier},
booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation,
SemEval@ACL 2010, Uppsala University, Uppsala, Sweden, July 15-16,
2010},
pages = {222--225},
publisher = {The Association for Computer Linguistics},
year = {2010},
url = {https://aclanthology.org/S10-1049/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/TratzH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/sofsem/VojtekB10,
author = {Peter Vojtek and
M{\'{a}}ria Bielikov{\'{a}}},
editor = {Jan van Leeuwen and
Anca Muscholl and
David Peleg and
Jaroslav Pokorn{\'{y}} and
Bernhard Rumpe},
title = {Homophily of Neighborhood in Graph Relational Classifier},
booktitle = {{SOFSEM} 2010: Theory and Practice of Computer Science, 36th Conference
on Current Trends in Theory and Practice of Computer Science, Spindleruv
Ml{\'{y}}n, Czech Republic, January 23-29, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5901},
pages = {721--730},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-11266-9\_60},
doi = {10.1007/978-3-642-11266-9\_60},
timestamp = {Sat, 30 Sep 2023 09:57:10 +0200},
biburl = {https://dblp.org/rec/conf/sofsem/VojtekB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tma/FontugneBAF10,
author = {Romain Fontugne and
Pierre Borgnat and
Patrice Abry and
Kensuke Fukuda},
editor = {Fabio Ricciato and
Marco Mellia and
Ernst W. Biersack},
title = {Uncovering Relations between Traffic Classifiers and Anomaly Detectors
via Graph Theory},
booktitle = {Traffic Monitoring and Analysis, Second International Workshop, {TMA}
2010, Zurich, Switzerland, April 7, 2010, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6003},
pages = {101--114},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12365-8\_8},
doi = {10.1007/978-3-642-12365-8\_8},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/tma/FontugneBAF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/eswa/Chiu09,
author = {Nan{-}Hsing Chiu},
title = {An early software-quality classification based on improved grey relational
classifier},
journal = {Expert Syst. Appl.},
volume = {36},
number = {7},
pages = {10727--10734},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.02.064},
doi = {10.1016/J.ESWA.2009.02.064},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Chiu09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jasis/GauchCR09,
author = {Susan Gauch and
Aravind Chandramouli and
Shankar Ranganathan},
title = {Training a hierarchical classifier using inter document relationships},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {60},
number = {1},
pages = {47--58},
year = {2009},
url = {https://doi.org/10.1002/asi.20951},
doi = {10.1002/ASI.20951},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/GauchCR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/kbs/Luukka09,
author = {Pasi Luukka},
title = {Similarity classifier using similarities based on modified probabilistic
equivalence relations},
journal = {Knowl. Based Syst.},
volume = {22},
number = {1},
pages = {57--62},
year = {2009},
url = {https://doi.org/10.1016/j.knosys.2008.06.005},
doi = {10.1016/J.KNOSYS.2008.06.005},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Luukka09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icdm/NevilleGE09,
author = {Jennifer Neville and
Brian Gallagher and
Tina Eliassi{-}Rad},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Evaluating Statistical Tests for Within-Network Classifiers of Relational
Data},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {397--406},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.50},
doi = {10.1109/ICDM.2009.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NevilleGE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ictai/SeliyaKH09,
author = {Naeem Seliya and
Taghi M. Khoshgoftaar and
Jason Van Hulse},
title = {A Study on the Relationships of Classifier Performance Metrics},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {59--66},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.25},
doi = {10.1109/ICTAI.2009.25},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SeliyaKH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcnn/MazurowskiT09,
author = {Maciej A. Mazurowski and
Georgia D. Tourassi},
title = {Evaluating classifiers: Relation between area under the receiver operator
characteristic curve and overall accuracy},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {2045--2049},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178752},
doi = {10.1109/IJCNN.2009.5178752},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MazurowskiT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/micai/Toledo-Suarez09,
author = {Carlos D. Toledo{-}Su{\'{a}}rez},
editor = {Arturo Hern{\'{a}}ndez Aguirre and
Ra{\'{u}}l Monroy Borja and
Carlos A. Reyes Garc{\'{\i}}a},
title = {\emph{st}-Alphabets: On the Feasibility in the Explicit Use of Extended
Relational Alphabets in Classifier Systems},
booktitle = {{MICAI} 2009: Advances in Artificial Intelligence, 8th Mexican International
Conference on Artificial Intelligence, Guanajuato, Mexico, November
9-13, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5845},
pages = {466--477},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05258-3\_41},
doi = {10.1007/978-3-642-05258-3\_41},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/micai/Toledo-Suarez09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/cma/Lin08,
author = {Chia{-}Hung Lin},
title = {Frequency-domain features for {ECG} beat discrimination using grey
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number = {4},
pages = {680--690},
year = {2008},
url = {https://doi.org/10.1016/j.camwa.2007.04.035},
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timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/Lin08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/kais/PreisachS08,
author = {Christine Preisach and
Lars Schmidt{-}Thieme},
title = {Ensembles of relational classifiers},
journal = {Knowl. Inf. Syst.},
volume = {14},
number = {3},
pages = {249--272},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0093-3},
doi = {10.1007/S10115-007-0093-3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
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@article{DBLP:journals/pami/KunchevaH08,
author = {Ludmila Kuncheva and
Zo{\"{e}} Hoare},
title = {Error-Dependency Relationships for the Na{\"{\i}}ve Bayes Classifier
with Binary Features},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {4},
pages = {735--740},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2007.70845},
doi = {10.1109/TPAMI.2007.70845},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KunchevaH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/soco/Hu08,
author = {Yi{-}Chung Hu},
title = {A novel fuzzy classifier with Choquet integral-based grey relational
analysis for pattern classification problems},
journal = {Soft Comput.},
volume = {12},
number = {6},
pages = {523--533},
year = {2008},
url = {https://doi.org/10.1007/s00500-007-0224-5},
doi = {10.1007/S00500-007-0224-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
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@inproceedings{DBLP:conf/bionlp/HornBGKK08,
author = {Pieter Horn and
Bart Bakker and
Gijs Geleijnse and
Jan H. M. Korst and
Sergei Kurkin},
editor = {Dina Demner{-}Fushman and
Sophia Ananiadou and
Kevin Bretonnel Cohen and
John Pestian and
Jun'ichi Tsujii and
Bonnie L. Webber},
title = {Determining causal and non-causal relationships in biomedical text
by classifying verbs using a Naive Bayesian Classifier},
booktitle = {Proceedings of the Workshop on Current Trends in Biomedical Natural
Language Processing, BioNLP 2008, Columbus, Ohio, USA, June 19, 2008},
pages = {112--113},
publisher = {Association for Computational Linguistics},
year = {2008},
url = {https://aclanthology.org/W08-0624/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/HornBGKK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icdm/SharanN08,
author = {Umang Sharan and
Jennifer Neville},
title = {Temporal-Relational Classifiers for Prediction in Evolving Domains},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {540--549},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.125},
doi = {10.1109/ICDM.2008.125},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SharanN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ictai/FerreiraGC08,
author = {Carlos Abreu Ferreira and
Jo{\~{a}}o Gama and
V{\'{\i}}tor Santos Costa},
title = {{RUSE-WARMR:} Rule Selection for Classifier Induction in Multi-relational
Data-Sets},
booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1},
pages = {379--386},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICTAI.2008.73},
doi = {10.1109/ICTAI.2008.73},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/FerreiraGC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcnn/AlippiFR08,
author = {Cesare Alippi and
M. Fuhrman and
Manuel Roveri},
title = {k-NN classifiers: Investigating the k=k(n) relationship},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {3676--3680},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634324},
doi = {10.1109/IJCNN.2008.4634324},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AlippiFR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ispan/ChungHT08,
author = {Yun Sheng Chung and
D. Frank Hsu and
Chuan Yi Tang},
title = {On the Relationships Among Various Diversity Measures in Multiple
Classifier Systems},
booktitle = {9th International Symposium on Parallel Architectures, Algorithms,
and Networks, {ISPAN} 2008, 7-9 May 2008, Sydney, NSW, Australia},
pages = {184--190},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/I-SPAN.2008.46},
doi = {10.1109/I-SPAN.2008.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ispan/ChungHT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {R. Musehane and
F. Netshiongolwe and
Fulufhelo V. Nelwamondo and
Lesedi Melton Masisi and
Tshilidzi Marwala},
title = {Relationship between Diversity and Perfomance of Multiple Classifiers
for Decision Support},
journal = {CoRR},
volume = {abs/0810.3865},
year = {2008},
url = {http://arxiv.org/abs/0810.3865},
eprinttype = {arXiv},
eprint = {0810.3865},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-0810-3865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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Songcan Chen and
Daoqiang Zhang},
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timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/CaiCZ07.bib},
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@inproceedings{DBLP:conf/cidm/IchihashiHKM07,
author = {Hidetomo Ichihashi and
Katsuhiro Honda and
Yasuhiro Kuramoto and
Fumiaki Matsuura},
title = {Fuzzy c-Means Classifier for Relational Data},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2007, part of the {IEEE} Symposium Series
on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April
2007},
pages = {328--334},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CIDM.2007.368892},
doi = {10.1109/CIDM.2007.368892},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/IchihashiHKM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/fuzzIEEE/FadeevFKE07,
author = {Aleksey Fadeev and
Hichem Frigui and
Dae{-}Jin Kim and
Adel Elmaghraby},
title = {Transformation of Relational Features for Use with Conventional Classifiers},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295671},
doi = {10.1109/FUZZY.2007.4295671},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FadeevFKE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icdm/GallagherE07,
author = {Brian Gallagher and
Tina Eliassi{-}Rad},
title = {An Examination of Experimental Methodology for Classifiers of Relational
Data},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {411--416},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.27},
doi = {10.1109/ICDMW.2007.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GallagherE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iwcls/Mellor07,
author = {Drew Mellor},
editor = {Jaume Bacardit and
Ester Bernad{\'{o}}{-}Mansilla and
Martin V. Butz and
Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama},
title = {A Learning Classifier System Approach to Relational Reinforcement
Learning},
booktitle = {Learning Classifier Systems, 10th International Workshop, {IWLCS}
2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop,
{IWLCS} 2007, London, UK, July 8, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4998},
pages = {169--188},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-88138-4\_10},
doi = {10.1007/978-3-540-88138-4\_10},
timestamp = {Sun, 02 Jun 2019 21:10:39 +0200},
biburl = {https://dblp.org/rec/conf/iwcls/Mellor07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mcam/JeongPLL07,
author = {Jin{-}Woo Jeong and
Kyung{-}Wook Park and
Oukseh Lee and
Dong{-}Ho Lee},
editor = {Nicu Sebe and
Yuncai Liu and
Yueting Zhuang and
Thomas S. Huang},
title = {Automatic Extraction of Semantic Relationships from Images Using Ontologies
and {SVM} Classifiers},
booktitle = {Multimedia Content Analysis and Mining, International Workshop, {MCAM}
2007, Weihai, China, June 30 - July 1, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4577},
pages = {184--194},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73417-8\_25},
doi = {10.1007/978-3-540-73417-8\_25},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
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@inproceedings{DBLP:conf/mcs/ChindaroSF07,
author = {Samuel Chindaro and
Konstantinos Sirlantzis and
Michael C. Fairhurst},
editor = {Michal Haindl and
Josef Kittler and
Fabio Roli},
title = {Modelling Multiple-Classifier Relationships Using Bayesian Belief
Networks},
booktitle = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
Prague, Czech Republic, May 23-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4472},
pages = {312--321},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72523-7\_32},
doi = {10.1007/978-3-540-72523-7\_32},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mcs/ChindaroSF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mcs/ChungHT07,
author = {Yun Sheng Chung and
D. Frank Hsu and
Chuan Yi Tang},
editor = {Michal Haindl and
Josef Kittler and
Fabio Roli},
title = {On the Diversity-Performance Relationship for Majority Voting in Classifier
Ensembles},
booktitle = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
Prague, Czech Republic, May 23-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4472},
pages = {407--420},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72523-7\_41},
doi = {10.1007/978-3-540-72523-7\_41},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ChungHT07.bib},
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@article{DBLP:journals/ml/AsscheVBD06,
author = {Anneleen Van Assche and
Celine Vens and
Hendrik Blockeel and
Saso Dzeroski},
title = {First order random forests: Learning relational classifiers with complex
aggregates},
journal = {Mach. Learn.},
volume = {64},
number = {1-3},
pages = {149--182},
year = {2006},
url = {https://doi.org/10.1007/s10994-006-8713-9},
doi = {10.1007/S10994-006-8713-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AsscheVBD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ausai/JungHYK06,
author = {Youngim Jung and
Soonhee Hwang and
Ae{-}sun Yoon and
Hyuk{-}Chul Kwon},
editor = {Abdul Sattar and
Byeong{-}Ho Kang},
title = {Formalization of Ontological Relations of Korean Numeral Classifiers},
booktitle = {{AI} 2006: Advances in Artificial Intelligence, 19th Australian Joint
Conference on Artificial Intelligence, Hobart, Australia, December
4-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4304},
pages = {1106--1110},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11941439\_131},
doi = {10.1007/11941439\_131},
timestamp = {Mon, 04 Nov 2019 12:36:13 +0100},
biburl = {https://dblp.org/rec/conf/ausai/JungHYK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/fuzzIEEE/VisaR06,
author = {Sofia Visa and
Anca L. Ralescu},
title = {On the Relation between Bayes and Fuzzy Classifiers},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2006,
Vancouver, BC, Canada, July 16-21, 2006},
pages = {863--868},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/FUZZY.2006.1681812},
doi = {10.1109/FUZZY.2006.1681812},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VisaR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/otm/JungHYK06,
author = {Youngim Jung and
Soonhee Hwang and
Ae{-}sun Yoon and
Hyuk{-}Chul Kwon},
editor = {Robert Meersman and
Zahir Tari and
Pilar Herrero},
title = {Extracting Ontological Relations of Korean Numeral Classifiers from
Semi-structured Resources Using {NLP} Techniques},
booktitle = {On the Move to Meaningful Internet Systems 2006: {OTM} 2006 Workshops,
{OTM} Confederated International Workshops and Posters, AWeSOMe, CAMS,
COMINF, IS, KSinBIT, MIOS-CIAO, MONET, OnToContent, ORM, PerSys, {OTM}
Academy Doctoral Consortium, RDDS, SWWS, and SeBGIS 2006, Montpellier,
France, October 29 - November 3, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4278},
pages = {1038--1043},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11915072\_5},
doi = {10.1007/11915072\_5},
timestamp = {Thu, 14 Oct 2021 10:28:24 +0200},
biburl = {https://dblp.org/rec/conf/otm/JungHYK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@phdthesis{DBLP:phd/de/Schmidt2006c,
author = {Birka von Schmidt},
title = {Fuzzy classifiers and their relation to cluster analysis and neural
networks},
school = {Braunschweig University of Technology, Germany},
year = {2005},
url = {http://opus.tu-bs.de/opus/volltexte/2006/825/index.html},
urn = {urn:nbn:de:gbv:084-8253},
isbn = {978-3-8325-1463-1},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Schmidt2006c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/gecco/Mellor05a,
author = {Drew Mellor},
editor = {Franz Rothlauf},
title = {Policy transfer with a relational learning classifier system},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Workshop
Proceedings, Washington DC, USA, June 25-26, 2005},
pages = {82--84},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102256.1102273},
doi = {10.1145/1102256.1102273},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Mellor05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcai/GalstyanC05,
author = {Aram Galstyan and
Paul R. Cohen},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Inferring Useful Heuristics from the Dynamics of Iterative Relational
Classifiers},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {708--713},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1637.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GalstyanC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/itcc/ChenHSM05,
author = {Dechang Chen and
Dong Hua and
Konstantinos Sirlantzis and
Xiaobin Ma},
title = {On the Relation Between Dependence and Diversity in Multiple Classifier
Systems},
booktitle = {International Symposium on Information Technology: Coding and Computing
{(ITCC} 2005), Volume 1, 4-6 April 2005, Las Vegas, Nevada, {USA}},
pages = {134--139},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ITCC.2005.214},
doi = {10.1109/ITCC.2005.214},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itcc/ChenHSM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iwlcs/Davis05,
author = {Lawrence Davis},
editor = {Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama and
Pier Luca Lanzi and
Wolfgang Stolzmann and
Stewart W. Wilson},
title = {A Formal Relationship Between Ant Colony Optimizers and Classifier
Systems},
booktitle = {Learning Classifier Systems, International Workshops, {IWLCS} 2003-2005,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4399},
pages = {258--269},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-71231-2\_17},
doi = {10.1007/978-3-540-71231-2\_17},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/iwlcs/Davis05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icaisc/SchererR04,
author = {Rafal Scherer and
Leszek Rutkowski},
editor = {Leszek Rutkowski and
J{\"{o}}rg H. Siekmann and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh},
title = {Neuro-Fuzzy Relational Classifiers},
booktitle = {Artificial Intelligence and Soft Computing - {ICAISC} 2004, 7th International
Conference, Zakopane, Poland, June 7-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3070},
pages = {376--380},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24844-6\_54},
doi = {10.1007/978-3-540-24844-6\_54},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/SchererR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/kes/BoonyanuntaZ04,
author = {Natthaphan Boonyanunta and
Panlop Zeephongsekul},
editor = {Mircea Gh. Negoita and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Predicting the Relationship Between the Size of Training Sample and
the Predictive Power of Classifiers},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 8th
International Conference, {KES} 2004, Wellington, New Zealand, September
20-25, 2004. Proceedings. Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3215},
pages = {529--535},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30134-9\_71},
doi = {10.1007/978-3-540-30134-9\_71},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/kes/BoonyanuntaZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mcs/SvetnikLTW04,
author = {Vladimir Svetnik and
Andy Liaw and
Christopher Tong and
Ting Wang},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {Application of Breiman's Random Forest to Modeling Structure-Activity
Relationships of Pharmaceutical Molecules},
booktitle = {Multiple Classifier Systems, 5th International Workshop, {MCS} 2004,
Cagliari, Italy, June 9-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3077},
pages = {334--343},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_33},
doi = {10.1007/978-3-540-25966-4\_33},
timestamp = {Wed, 21 Dec 2022 22:29:51 +0100},
biburl = {https://dblp.org/rec/conf/mcs/SvetnikLTW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mcs/WindridgePK04,
author = {David Windridge and
Robin Patenall and
Josef Kittler},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {The Relationship between Classifier Factorisation and Performance
in Stochastic Vector Quantisation},
booktitle = {Multiple Classifier Systems, 5th International Workshop, {MCS} 2004,
Cagliari, Italy, June 9-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3077},
pages = {194--203},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_19},
doi = {10.1007/978-3-540-25966-4\_19},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/WindridgePK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/HsingAD03,
author = {Tailen Hsing and
Sanju Attoor and
Edward R. Dougherty},
title = {Relation Between Permutation-Test {P} Values and Classifier Error
Estimates},
journal = {Mach. Learn.},
volume = {52},
number = {1-2},
pages = {11--30},
year = {2003},
url = {https://doi.org/10.1023/A:1023985022691},
doi = {10.1023/A:1023985022691},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HsingAD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ml/KunchevaW03,
author = {Ludmila I. Kuncheva and
Christopher J. Whitaker},
title = {Measures of Diversity in Classifier Ensembles and Their Relationship
with the Ensemble Accuracy},
journal = {Mach. Learn.},
volume = {51},
number = {2},
pages = {181--207},
year = {2003},
url = {https://doi.org/10.1023/A:1022859003006},
doi = {10.1023/A:1022859003006},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KunchevaW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/prl/Oh03,
author = {Sang{-}Bong Oh},
title = {On the relationship between majority vote accuracy and dependency
in multiple classifier systems},
journal = {Pattern Recognit. Lett.},
volume = {24},
number = {1-3},
pages = {359--363},
year = {2003},
url = {https://doi.org/10.1016/S0167-8655(02)00260-X},
doi = {10.1016/S0167-8655(02)00260-X},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Oh03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aiia/CeciAMC03,
author = {Michelangelo Ceci and
Annalisa Appice and
Donato Malerba and
Vincenzo Colonna},
editor = {Amedeo Cappelli and
Franco Turini},
title = {Multi-relational Structural Bayesian Classifier},
booktitle = {AI*IA 2003: Advances in Artificial Intelligence, 8th Congress of the
Italian Association for Artificial Intelligence, Pisa, Italy, September
23-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2829},
pages = {250--261},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39853-0\_21},
doi = {10.1007/978-3-540-39853-0\_21},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/CeciAMC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ausai/WangWZ03,
author = {Zhihai Wang and
Geoffrey I. Webb and
Fei Zheng},
editor = {Tam{\'{a}}s D. Gedeon and
Lance Chun Che Fung},
title = {Adjusting Dependence Relations for Semi-Lazy {TAN} Classifiers},
booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference
on Artificial Intelligence, Perth, Australia, December 3-5, 2003,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2903},
pages = {453--465},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24581-0\_38},
doi = {10.1007/978-3-540-24581-0\_38},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/WangWZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icdm/NevilleJG03,
author = {Jennifer Neville and
David D. Jensen and
Brian Gallagher},
title = {Simple Estimators for Relational Bayesian Classifiers},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {609--612},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250989},
doi = {10.1109/ICDM.2003.1250989},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NevilleJG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/pkdd/CeciAM03,
author = {Michelangelo Ceci and
Annalisa Appice and
Donato Malerba},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Mr-SBC: {A} Multi-relational Na{\"{\i}}ve Bayes Classifier},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {95--106},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_11},
doi = {10.1007/978-3-540-39804-2\_11},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CeciAM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijar/SanchezCCJ02,
author = {Luciano S{\'{a}}nchez and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
title = {Some relationships between fuzzy and random set-based classifiers
and models},
journal = {Int. J. Approx. Reason.},
volume = {29},
number = {2},
pages = {175--213},
year = {2002},
url = {https://doi.org/10.1016/S0888-613X(01)00063-9},
doi = {10.1016/S0888-613X(01)00063-9},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/SanchezCCJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijcss/ErdogmusP02,
author = {Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe},
title = {Insights on the relationship between probability of misclassification
and information transfer through classifiers},
journal = {Int. J. Comput. Syst. Signals},
volume = {3},
number = {1},
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