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@article{DBLP:journals/mms/HuSLZFQHTHL24,
author = {Rui Hu and
Yuqing Song and
Yi Liu and
Yan Zhu and
Nuo Feng and
Chengjian Qiu and
Kai Han and
Qiaoying Teng and
Imran Ul Haq and
Zhe Liu},
title = {Imbalance multiclass problem: a robust feature enhancement-based framework
for liver lesion classification},
journal = {Multim. Syst.},
volume = {30},
number = {2},
pages = {104},
year = {2024},
url = {https://doi.org/10.1007/s00530-024-01291-2},
doi = {10.1007/S00530-024-01291-2},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mms/HuSLZFQHTHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/VogiatzisOCMZ23,
author = {Antonios Vogiatzis and
Stavros Orfanoudakis and
Georgios Chalkiadakis and
Konstantia Moirogiorgou and
Michalis E. Zervakis},
title = {Novel Meta-Learning Techniques for the Multiclass Image Classification
Problem},
journal = {Sensors},
volume = {23},
number = {1},
pages = {9},
year = {2023},
url = {https://doi.org/10.3390/s23010009},
doi = {10.3390/S23010009},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/VogiatzisOCMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmar/MorysMagieraDS23,
author = {Artur Morys{-}Magiera and
Marek Dlugosz and
Pawel Skruch},
title = {Comparison of decision support models - a recruitment case study as
a multiclass classification problem with limited data},
booktitle = {27th International Conference on Methods and Models in Automation
and Robotics, {MMAR} 2023, Miedzyzdroje, Poland, August 22-25, 2023},
pages = {93--98},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MMAR58394.2023.10242525},
doi = {10.1109/MMAR58394.2023.10242525},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmar/MorysMagieraDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/LiJHW23,
author = {Harry X. Li and
Steven Jorgensen and
John T. Holodnak and
Allan B. Wollaber},
title = {ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep
Learning Problems},
booktitle = {2023 {IEEE} Visualization and Visual Analytics (VIS), Melbourne, Australia,
October 21-27, 2023},
pages = {246--250},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VIS54172.2023.00058},
doi = {10.1109/VIS54172.2023.00058},
timestamp = {Tue, 02 Jan 2024 14:32:08 +0100},
biburl = {https://dblp.org/rec/conf/visualization/LiJHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04588,
author = {Harry X. Li and
Steven Jorgensen and
John T. Holodnak and
Allan B. Wollaber},
title = {ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep
Learning Problems},
journal = {CoRR},
volume = {abs/2308.04588},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04588},
doi = {10.48550/ARXIV.2308.04588},
eprinttype = {arXiv},
eprint = {2308.04588},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18128,
author = {Baris Ata and
Ebru Kasikaralar},
title = {Dynamic Scheduling of a Multiclass Queue in the Halfin-Whitt Regime:
{A} Computational Approach for High-Dimensional Problems},
journal = {CoRR},
volume = {abs/2311.18128},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18128},
doi = {10.48550/ARXIV.2311.18128},
eprinttype = {arXiv},
eprint = {2311.18128},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/SenGMC22,
author = {Rikta Sen and
Saptarsi Goswami and
Ashis Kumar Mandal and
Basabi Chakraborty},
title = {An effective feature subset selection approach based on Jeffries-Matusita
distance for multiclass problems},
journal = {J. Intell. Fuzzy Syst.},
volume = {42},
number = {4},
pages = {4173--4190},
year = {2022},
url = {https://doi.org/10.3233/JIFS-202796},
doi = {10.3233/JIFS-202796},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/SenGMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/ButtigiegCS22,
author = {Kurt Dylan Buttigieg and
Mark Anthony Caruana and
David Suda},
editor = {Ana Paula Rocha and
Luc Steels and
H. Jaap van den Herik},
title = {Identifying Problematic Gamblers using Multiclass and Two-stage Binary
Neural Network Approaches},
booktitle = {Proceedings of the 14th International Conference on Agents and Artificial
Intelligence, {ICAART} 2022, Volume 3, Online Streaming, February
3-5, 2022},
pages = {336--342},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010821100003116},
doi = {10.5220/0010821100003116},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/ButtigiegCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/0008S21,
author = {Lei Lei and
Yafei Song},
title = {Weighted Decoding for the Competence Reliability Problem of {ECOC}
Multiclass Classification},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {5583031:1--5583031:11},
year = {2021},
url = {https://doi.org/10.1155/2021/5583031},
doi = {10.1155/2021/5583031},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cin/0008S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/AamirNWM21,
author = {Muhammad Aamir and
Nazri Mohd Nawi and
Fazli Wahid and
Hairulnizam Mahdin},
title = {A deep contractive autoencoder for solving multiclass classification
problems},
journal = {Evol. Intell.},
volume = {14},
number = {4},
pages = {1619--1633},
year = {2021},
url = {https://doi.org/10.1007/s12065-020-00424-6},
doi = {10.1007/S12065-020-00424-6},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/AamirNWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijoris/HasanSA21,
author = {Mohamad K. Hasan and
Mohammad Saoud and
Raed Al{-}Husain},
title = {Supernetwork Representation Formulation of a Multiclass Simultaneous
Transportation Equilibrium Model as a Fixed Demand User Equilibrium
Problem},
journal = {Int. J. Oper. Res. Inf. Syst.},
volume = {12},
number = {3},
pages = {18--33},
year = {2021},
url = {https://doi.org/10.4018/ijoris.20210701.oa2},
doi = {10.4018/IJORIS.20210701.OA2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijoris/HasanSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuDJ21,
author = {Ming Liu and
Minggang Dong and
Chao Jing},
title = {A modified real-value negative selection detector-based oversampling
approach for multiclass imbalance problems},
journal = {Inf. Sci.},
volume = {556},
pages = {160--176},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.058},
doi = {10.1016/J.INS.2020.12.058},
timestamp = {Sat, 20 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiuDJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/Furtado21,
author = {Pedro Furtado},
title = {Testing Segmentation Popular Loss and Variations in Three Multiclass
Medical Imaging Problems},
journal = {J. Imaging},
volume = {7},
number = {2},
pages = {16},
year = {2021},
url = {https://doi.org/10.3390/jimaging7020016},
doi = {10.3390/JIMAGING7020016},
timestamp = {Fri, 30 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jimaging/Furtado21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/YangLWM21,
author = {Long{-}Hao Yang and
Jun Liu and
Ying{-}Ming Wang and
Luis Mart{\'{\i}}nez},
title = {A Micro-Extended Belief Rule-Based System for Big Data Multiclass
Classification Problems},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {1},
pages = {420--440},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2018.2872843},
doi = {10.1109/TSMC.2018.2872843},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/YangLWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/SantosB20,
author = {Silas Garrido Teixeira de Carvalho Santos and
Roberto Souto Maior de Barros},
title = {Online AdaBoost-based methods for multiclass problems},
journal = {Artif. Intell. Rev.},
volume = {53},
number = {2},
pages = {1293--1322},
year = {2020},
url = {https://doi.org/10.1007/s10462-019-09696-6},
doi = {10.1007/S10462-019-09696-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/SantosB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/LiuCWGLM20,
author = {Wenjie Liu and
Junxiu Chen and
Yuxiang Wang and
Peipei Gao and
Zhibin Lei and
Xu Ma},
title = {Quantum-Based Feature Selection for Multiclassification Problem in
Complex Systems with Edge Computing},
journal = {Complex.},
volume = {2020},
pages = {8216874:1--8216874:12},
year = {2020},
url = {https://doi.org/10.1155/2020/8216874},
doi = {10.1155/2020/8216874},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/LiuCWGLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdats/PurwarS20,
author = {Archana Purwar and
Sandeep Kumar Singh},
title = {A novel ensemble classifier by combining sampling and genetic algorithm
to combat multiclass imbalanced problems},
journal = {Int. J. Data Anal. Tech. Strateg.},
volume = {12},
number = {1},
pages = {30--42},
year = {2020},
url = {https://doi.org/10.1504/IJDATS.2020.105154},
doi = {10.1504/IJDATS.2020.105154},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdats/PurwarS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AmaralMR20,
author = {Renan Piazzaroli Finotti Amaral and
Ivan Fabio Mota de Menezes and
Mois{\'{e}}s Vidal Ribeiro},
title = {An extension of the type-1 and singleton fuzzy logic system trained
by scaled conjugate gradient methods for multiclass classification
problems},
journal = {Neurocomputing},
volume = {411},
pages = {149--163},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.05.052},
doi = {10.1016/J.NEUCOM.2020.05.052},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AmaralMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LorenteAS20,
author = {Mar{\'{\i}}a Paz Sesmero Lorente and
Juan Manuel Alonso{-}Weber and
Araceli Sanchis},
title = {{CCE:} An ensemble architecture based on coupled {ANN} for solving
multiclass problems},
journal = {Inf. Fusion},
volume = {58},
pages = {132--152},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2019.12.015},
doi = {10.1016/J.INFFUS.2019.12.015},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/LorenteAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YanevVSK20,
author = {Nicola Yanev and
Ventzeslav Valev and
Karima Ben Suliman and
Adam Krzyzak},
title = {Supervised Classification Using Graph-based Space Partitioning for
Multiclass Problems},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {6486--6492},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412040},
doi = {10.1109/ICPR48806.2021.9412040},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/YanevVSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/GainanovCRC20,
author = {Damir N. Gainanov and
P. F. Chernavin and
V. A. Rasskazova and
N. P. Chernavin},
editor = {Ilias S. Kotsireas and
Panos M. Pardalos},
title = {Convex Hulls in Solving Multiclass Pattern Recognition Problem},
booktitle = {Learning and Intelligent Optimization - 14th International Conference,
{LION} 14, Athens, Greece, May 24-28, 2020, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12096},
pages = {390--401},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-53552-0\_35},
doi = {10.1007/978-3-030-53552-0\_35},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/GainanovCRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/FangKRMG20,
author = {Chih{-}Hao Fang and
Sudhir B. Kylasa and
Fred Roosta and
Michael W. Mahoney and
Ananth Grama},
editor = {Christine Cuicchi and
Irene Qualters and
William T. Kramer},
title = {Newton-ADMM: a distributed GPU-accelerated optimizer for multiclass
classification problems},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2020, Virtual Event / Atlanta,
Georgia, USA, November 9-19, 2020},
pages = {57},
publisher = {{IEEE/ACM}},
year = {2020},
url = {https://doi.org/10.1109/SC41405.2020.00061},
doi = {10.1109/SC41405.2020.00061},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/sc/FangKRMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/MeunierP19,
author = {Fr{\'{e}}d{\'{e}}ric Meunier and
Thomas Pradeau},
title = {Computing solutions of the multiclass network equilibrium problem
with affine cost functions},
journal = {Ann. Oper. Res.},
volume = {274},
number = {1-2},
pages = {447--469},
year = {2019},
url = {https://doi.org/10.1007/s10479-018-2817-z},
doi = {10.1007/S10479-018-2817-Z},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/MeunierP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/Robles-Guerrero19,
author = {Antonio Robles{-}Guerrero and
Tonatiuh Saucedo{-}Anaya and
Efr{\'{e}}n Gonz{\'{a}}lez{-}Ram{\'{e}}rez and
Jos{\'{e}} Ismael de la Rosa Vargas},
title = {Analysis of a multiclass classification problem by Lasso Logistic
Regression and Singular Value Decomposition to identify sound patterns
in queenless bee colonies},
journal = {Comput. Electron. Agric.},
volume = {159},
pages = {69--74},
year = {2019},
url = {https://doi.org/10.1016/j.compag.2019.02.024},
doi = {10.1016/J.COMPAG.2019.02.024},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/Robles-Guerrero19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/Cohen19,
author = {Asaf Cohen},
title = {Brownian Control Problems for a Multiclass {M/M/1} Queueing Problem
with Model Uncertainty},
journal = {Math. Oper. Res.},
volume = {44},
number = {2},
pages = {739--766},
year = {2019},
url = {https://doi.org/10.1287/moor.2018.0944},
doi = {10.1287/MOOR.2018.0944},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/Cohen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ReddyABWL19,
author = {Tharun Kumar Reddy and
Vipul Arora and
Laxmidhar Behera and
Yu{-}Kai Wang and
Chin{-}Teng Lin},
title = {Multiclass Fuzzy Time-Delay Common Spatio-Spectral Patterns With Fuzzy
Information Theoretic Optimization for EEG-Based Regression Problems
in Brain-Computer Interface {(BCI)}},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {10},
pages = {1943--1951},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2019.2892921},
doi = {10.1109/TFUZZ.2019.2892921},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/ReddyABWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/AlbuquerqueA19,
author = {Rafael da Silva Albuquerque and
Jo{\~{a}}o F. L. Alc{\^{a}}ntara},
title = {A Rough Sets-Based Method with Belief Merging Operators for Multiclass
Classification Problems},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {30--35},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00015},
doi = {10.1109/BRACIS.2019.00015},
timestamp = {Thu, 09 Jan 2020 12:36:19 +0100},
biburl = {https://dblp.org/rec/conf/bracis/AlbuquerqueA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FeldmanFH19,
author = {Vitaly Feldman and
Roy Frostig and
Moritz Hardt},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Open Problem: How fast can a multiclass test set be overfit?},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {3185--3189},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/feldman19b.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/FeldmanFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/StudentPLWBF19,
author = {Sebastian Student and
Alicja Pluciennik and
Krzysztof Lakomiec and
Agata Wilk and
Wojciech Bensz and
Krzysztof Fujarewicz},
editor = {Sanjay Misra and
Osvaldo Gervasi and
Beniamino Murgante and
Elena N. Stankova and
Vladimir Korkhov and
Carmelo Maria Torre and
Ana Maria A. C. Rocha and
David Taniar and
Bernady O. Apduhan and
Eufemia Tarantino},
title = {Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass
Classification Problem},
booktitle = {Computational Science and Its Applications - {ICCSA} 2019 - 19th International
Conference, Saint Petersburg, Russia, July 1-4, 2019, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11623},
pages = {602--612},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-24308-1\_48},
doi = {10.1007/978-3-030-24308-1\_48},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/StudentPLWBF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icseb/KaewnooS19,
author = {Phatcharaporn Kaewnoo and
Twittie Senivongse},
title = {Identification of Software Problem Report Types Using Multiclass Classification},
booktitle = {{ICSEB} 2019: The 3rd International Conference on Software and e-Business,
Tokyo, Japan, December, 2019},
pages = {104--109},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3374549.3374570},
doi = {10.1145/3374549.3374570},
timestamp = {Thu, 09 Mar 2023 09:31:49 +0100},
biburl = {https://dblp.org/rec/conf/icseb/KaewnooS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HirasawaKYKGSI19,
author = {Shigeichi Hirasawa and
Gendo Kumoi and
Hideki Yagi and
Manabu Kobayashi and
Masayuki Goto and
Tetsuya Sakai and
Hiroshige Inazumi},
title = {System Evaluation of Ternary Error-Correcting Output Codes for Multiclass
Classification Problems},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {2893--2898},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8914295},
doi = {10.1109/SMC.2019.8914295},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/HirasawaKYKGSI19.bib},
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author = {Attila Tiba and
Andr{\'{a}}s Hajdu and
Gy{\"{o}}rgy Terdik and
Henrietta Tom{\'{a}}n},
title = {Optimizing Majority Voting Based Systems Under a Resource Constraint
for Multiclass Problems},
journal = {CoRR},
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eprinttype = {arXiv},
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author = {Jessica Lanini and
Hamed Razavi and
Julen Urain and
Auke Jan Ijspeert},
title = {Human Intention Detection as a Multiclass Classification Problem:
Application in Physical Human-Robot Interaction While Walking},
journal = {{IEEE} Robotics Autom. Lett.},
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author = {Dalton Ndirangu and
Waweru Mwangi and
Lawrence Nderu},
title = {An ensemble outlier detection method for multiclass classification
problem in data mining},
booktitle = {Proceedings of the 2018 International Conference on Data Science and
Information Technology, {DSIT} 2018, Singapore, July 20-22, 2018},
pages = {38--42},
publisher = {{ACM}},
year = {2018},
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author = {Alejandro Rosales{-}P{\'{e}}rez and
Andr{\'{e}}s Eduardo Guti{\'{e}}rrez{-}Rodr{\'{\i}}guez and
Salvador Garc{\'{\i}}a and
Hugo Terashima{-}Mar{\'{\i}}n and
Carlos A. Coello Coello and
Francisco Herrera},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Cooperative multi-objective evolutionary support vector machines for
multiclass problems},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {513--520},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205524},
doi = {10.1145/3205455.3205524},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Rosales-PerezGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Bikash Joshi},
title = {Scalable algorithms for large-scale machine learning problems : Application
to multiclass classification and asynchronous distributed optimization.
(Algorithmes d'apprentissage pour les grandes masses de donn{\'{e}}es
: Application {\`{a}} la classification multi-classes et {\`{a}} l'optimisation
distribu{\'{e}}e asynchrone)},
school = {Grenoble Alpes University, France},
year = {2017},
url = {https://tel.archives-ouvertes.fr/tel-02402056},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Joshi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Laura Moran{-}Fernandez and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos},
title = {On the use of different base classifiers in multiclass problems},
journal = {Prog. Artif. Intell.},
volume = {6},
number = {4},
pages = {315--323},
year = {2017},
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doi = {10.1007/S13748-017-0126-4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pai/Moran-Fernandez17.bib},
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author = {Tuanfei Zhu and
Yaping Lin and
Yonghe Liu},
title = {Synthetic minority oversampling technique for multiclass imbalance
problems},
journal = {Pattern Recognit.},
volume = {72},
pages = {327--340},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.07.024},
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timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhuLL17.bib},
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@inproceedings{DBLP:conf/esann/LauriolaDA17,
author = {Ivano Lauriola and
Michele Donini and
Fabio Aiolli},
title = {Learning dot-product polynomials for multiclass problems},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LauriolaDA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/gecco/Korns17,
author = {Michael F. Korns},
editor = {Peter A. N. Bosman},
title = {Evolutionary linear discriminant analysis for multiclass classification
problems},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {233--234},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3075964},
doi = {10.1145/3067695.3075964},
timestamp = {Tue, 06 Nov 2018 11:06:39 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Korns17.bib},
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}
@article{DBLP:journals/chinaf/ZhouYZX16,
author = {Jindeng Zhou and
Yun Yang and
Mingjie Zhang and
Haibo Xing},
title = {Constructing {ECOC} based on confusion matrix for multiclass learning
problems},
journal = {Sci. China Inf. Sci.},
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number = {1},
pages = {1--14},
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timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/ZhouYZX16.bib},
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@article{DBLP:journals/jifs/BarchinezhadE15,
author = {Soheila Barchinezhad and
Mahdi Eftekhari},
title = {Unsupervised feature selection method based on sensitivity and correlation
concepts for multiclass problems},
journal = {J. Intell. Fuzzy Syst.},
volume = {30},
number = {5},
pages = {2883--2895},
year = {2016},
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doi = {10.3233/IFS-151736},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/BarchinezhadE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jonathan Ortigosa{-}Hern{\'{a}}ndez and
I{\~{n}}aki Inza and
Jos{\'{e}} Antonio Lozano},
title = {Semisupervised Multiclass Classification Problems With Scarcity of
Labeled Data: {A} Theoretical Study},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
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number = {12},
pages = {2602--2614},
year = {2016},
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author = {Thaise M. Quiterio and
Ana Carolina Lorena},
title = {Determining the Structure of Decision Directed Acyclic Graphs for
Multiclass Classification Problems},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {115--120},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.031},
doi = {10.1109/BRACIS.2016.031},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
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author = {Xiao{-}Xia Yin and
Sillas Hadjiloucas and
Jing He and
Yanchun Zhang and
Y. Wang and
David Dapeng Zhang},
title = {Application of complex extreme learning machine to multiclass classification
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author = {Daniel F. Otero and
Raha Akhavan{-}Tabatabaei},
title = {A stochastic dynamic pricing model for the multiclass problems in
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author = {Wojciech Marian Czarnecki},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Adaptive Active Learning with Ensemble of Learners and Multiclass
Problems},
booktitle = {Artificial Intelligence and Soft Computing - 14th International Conference,
{ICAISC} 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9119},
pages = {415--426},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19324-3\_38},
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author = {Bikash Joshi and
Massih{-}Reza Amini and
Ioannis Partalas and
Liva Ralaivola and
Nicolas Usunier and
{\'{E}}ric Gaussier},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {On Binary Reduction of Large-Scale Multiclass Classification Problems},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {132--144},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_12},
doi = {10.1007/978-3-319-24465-5\_12},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/JoshiAPRUG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lavneet Singh and
Girija Chetty},
title = {{RANSAC} Multi Model Response Regression based Pruned Extreme Learning
Machines for Multiclass problems},
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number = {2},
year = {2014},
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author = {Javier Mart{\'{\i}}nez and
Carla Iglesias and
Jos{\'{e}} M. Mat{\'{\i}}as and
Jos{\'{e}} Taboada and
Mar{\'{\i}}a Ara{\'{u}}jo},
title = {Solving the slate tile classification problem using a {DAGSVM} multiclassification
algorithm based on {SVM} binary classifiers with a one-versus-all
approach},
journal = {Appl. Math. Comput.},
volume = {230},
pages = {464--472},
year = {2014},
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timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amc/MartinezIMTA14.bib},
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@article{DBLP:journals/apin/MezherA14,
author = {Mohammad A. Mezher and
Maysam F. Abbod},
title = {Genetic folding for solving multiclass {SVM} problems},
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number = {2},
pages = {464--472},
year = {2014},
url = {https://doi.org/10.1007/s10489-014-0533-1},
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author = {Zhicong Zhang and
Na Li and
Shuai Li and
Xiaohui Yan and
Jianwen Guo},
title = {An {SMDP} model for a multiclass multi-server queueing control problem
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author = {Vera Sazonova and
Stan Matwin},
title = {Combining Binary Classifiers for a Multiclass Problem with Differential
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@inproceedings{DBLP:conf/colt/DanielyS14,
author = {Amit Daniely and
Shai Shalev{-}Shwartz},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Optimal learners for multiclass problems},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {287--316},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/daniely14b.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/DanielyS14.bib},
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author = {Harish G. Ramaswamy and
Balaji Srinivasan Babu and
Shivani Agarwal and
Robert C. Williamson},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {On the Consistency of Output Code Based Learning Algorithms for Multiclass
Learning Problems},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {885--902},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/ramaswamy14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/RamaswamyBAW14.bib},
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@inproceedings{DBLP:conf/icml/ChenLL14,
author = {Shang{-}Tse Chen and
Hsuan{-}Tien Lin and
Chi{-}Jen Lu},
title = {Boosting with Online Binary Learners for the Multiclass Bandit Problem},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
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publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/chenb14.html},
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author = {Ayon Sen and
Md. Monirul Islam and
Kazuyuki Murase},
title = {An algorithmic framework based on the binarization approach for supervised
and semi-supervised multiclass problems},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {175--182},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889793},
doi = {10.1109/IJCNN.2014.6889793},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SenIM14.bib},
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author = {Sunho Park and
TaeHyun Hwang and
Seungjin Choi},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Convex Optimization for Binary Classifier Aggregation in Multiclass
Problems},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {280--288},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.32},
doi = {10.1137/1.9781611973440.32},
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author = {Amit Daniely and
Shai Shalev{-}Shwartz},
title = {Optimal Learners for Multiclass Problems},
journal = {CoRR},
volume = {abs/1405.2420},
year = {2014},
url = {http://arxiv.org/abs/1405.2420},
eprinttype = {arXiv},
eprint = {1405.2420},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DanielyS14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Fr{\'{e}}d{\'{e}}ric Meunier and
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title = {Computing solutions of the multiclass network equilibrium problem
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journal = {CoRR},
volume = {abs/1412.6496},
year = {2014},
url = {http://arxiv.org/abs/1412.6496},
eprinttype = {arXiv},
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author = {Sunho Park and
TaeHyun Hwang and
Seungjin Choi},
title = {Convex Optimization for Binary Classifier Aggregation in Multiclass
Problems},
journal = {CoRR},
volume = {abs/1401.4143},
year = {2014},
url = {http://arxiv.org/abs/1401.4143},
eprinttype = {arXiv},
eprint = {1401.4143},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkHC14.bib},
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Sam Kwong and
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author = {Lida Abdi and
Sattar Hashemi},
editor = {Ali Selamat and
Ngoc Thanh Nguyen and
Habibollah Haron},
title = {{GAB-EPA:} {A} {GA} Based Ensemble Pruning Approach to Tackle Multiclass
Imbalanced Problems},
booktitle = {Intelligent Information and Database Systems - 5th Asian Conference,
{ACIIDS} 2013, Kuala Lumpur, Malaysia, March 18-20, 2013, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7802},
pages = {246--254},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-36546-1\_26},
doi = {10.1007/978-3-642-36546-1\_26},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
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author = {Fr{\'{e}}d{\'{e}}ric Meunier and
Thomas Pradeau},
editor = {Yiling Chen and
Nicole Immorlica},
title = {A Lemke-Like Algorithm for the Multiclass Network Equilibrium Problem},
booktitle = {Web and Internet Economics - 9th International Conference, {WINE}
2013, Cambridge, MA, USA, December 11-14, 2013, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8289},
pages = {363--376},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-45046-4\_30},
doi = {10.1007/978-3-642-45046-4\_30},
timestamp = {Thu, 12 Aug 2021 18:47:48 +0200},
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author = {Shuo Wang and
Xin Yao},
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author = {Kim{-}Anh L{\^{e}} Cao and
Simon Boitard and
Philippe Besse},
title = {Sparse {PLS} Discriminant Analysis: biologically relevant feature
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author = {Mireille Tohm{\'{e}} and
R{\'{e}}gis Lengell{\'{e}}},
title = {Maximum Margin One Class Support Vector Machines for multiclass problems},
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@inproceedings{DBLP:conf/icann/AhumadaGG11,
author = {Hern{\'{a}}n Ahumada and
Guillermo L. Grinblat and
Pablo M. Granitto},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Unsupervized Data-Driven Partitioning of Multiclass Problems},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {117--125},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_15},
doi = {10.1007/978-3-642-21735-7\_15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
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@inproceedings{DBLP:journals/procedia/GeorgievVG11,
author = {George Georgiev and
Iren Valova and
Natacha Gueorguieva},
editor = {Cihan H. Dagli},
title = {Feature Selection for Multiclass Problems Based on Information Weights},
booktitle = {Proceedings of the Complex Adaptive Systems 2011 Conference, Chicago,
Illinois, USA, October 31-November 2, 2011},
series = {Procedia Computer Science},
volume = {6},
pages = {189--194},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.08.036},
doi = {10.1016/J.PROCS.2011.08.036},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
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@article{DBLP:journals/sigpro/ZengLZC10,
author = {Wen{-}Jun Zeng and
Xi{-}Lin Li and
Xian{-}Da Zhang and
En Cheng},
title = {Kernel-based nonlinear discriminant analysis using minimum squared
errors criterion for multiclass and undersampled problems},
journal = {Signal Process.},
volume = {90},
number = {8},
pages = {2333--2343},
year = {2010},
url = {https://doi.org/10.1016/j.sigpro.2009.06.002},
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timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
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@article{DBLP:journals/tnn/CaballeroMHG10,
author = {Juan Carlos Fern{\'{a}}ndez Caballero and
Francisco Jos{\'{e}} Mart{\'{\i}}nez and
C{\'{e}}sar Herv{\'{a}}s and
Pedro Antonio Guti{\'{e}}rrez},
title = {Sensitivity versus accuracy in multiclass problems using memetic Pareto
evolutionary neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {5},
pages = {750--770},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2041468},
doi = {10.1109/TNN.2010.2041468},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CaballeroMHG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icpr/LuoN10,
author = {Yurong Luo and
Kayvan Najarian},
title = {Employing Decoding of Specific Error Correcting Codes as a New Classification
Criterion in Multiclass Learning Problems},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {4238--4241},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.1030},
doi = {10.1109/ICPR.2010.1030},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LuoN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/aepia/GranittoB09,
author = {Pablo M. Granitto and
Andr{\'{e}}s Burgos},
title = {Feature selection on wide multiclass problems using {OVA-RFE}},
journal = {Inteligencia Artif.},
volume = {13},
number = {44},
pages = {27--34},
year = {2009},
url = {http://journal.iberamia.org/index.php/ia/article/view/621/article\%20\%281\%29.pdf},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aepia/GranittoB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/mor/AtarMS09,
author = {Rami Atar and
Avi Mandelbaum and
Gennady Shaikhet},
title = {Simplified Control Problems for Multiclass Many-Server Queueing Systems},
journal = {Math. Oper. Res.},
volume = {34},
number = {4},
pages = {795--812},
year = {2009},
url = {https://doi.org/10.1287/moor.1090.0404},
doi = {10.1287/MOOR.1090.0404},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/AtarMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/orl/MarcotteZ09,
author = {Patrice Marcotte and
Daoli Zhu},
title = {Existence and computation of optimal tolls in multiclass network equilibrium
problems},
journal = {Oper. Res. Lett.},
volume = {37},
number = {3},
pages = {211--214},
year = {2009},
url = {https://doi.org/10.1016/j.orl.2009.01.006},
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timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/orl/MarcotteZ09.bib},
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@inproceedings{DBLP:conf/esann/JradGB09,
author = {Nisrine Jrad and
Edith Grall{-}Ma{\"{e}}s and
Pierre Beauseroy},
title = {Gaussian Mixture Models for multiclass problems with performance constraints},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-68.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JradGB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/hais/FernandezHMGC09,
author = {Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s and
Francisco Jos{\'{e}} Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Manuel Cruz},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Memetic Pareto Differential Evolution for Designing Artificial Neural
Networks in Multiclassification Problems Using Cross-Entropy Versus
Sensitivity},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {433--441},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_52},
doi = {10.1007/978-3-642-02319-4\_52},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/hais/FernandezHMGC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icannga/SilvaR09,
author = {Catarina Silva and
Bernardete Ribeiro},
editor = {Mikko Kolehmainen and
Pekka J. Toivanen and
Bartlomiej Beliczynski},
title = {Improving Visualization, Scalability and Performance of Multiclass
Problems with {SVM} Manifold Learning},
booktitle = {Adaptive and Natural Computing Algorithms, 9th International Conference,
{ICANNGA} 2009, Kuopio, Finland, April 23-25, 2009, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {5495},
pages = {370--379},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04921-7\_38},
doi = {10.1007/978-3-642-04921-7\_38},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/icannga/SilvaR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/qtna/Hirayama09,
author = {Tetsuji Hirayama},
editor = {Winston Seah},
title = {Analysis of multiclass feedback queues and its application to a packet
scheduling problem},
booktitle = {Proceedings of the 4th International Conference on Queueing Theory
and Network Applications, {QTNA} '09, Fusionopolis, Singapore, July
29-31, 2009},
pages = {15:1--15:8},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1626553.1626568},
doi = {10.1145/1626553.1626568},
timestamp = {Fri, 18 Mar 2022 09:31:26 +0100},
biburl = {https://dblp.org/rec/conf/qtna/Hirayama09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/air/LorenaCG08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jo{\~{a}}o Gama},
title = {A review on the combination of binary classifiers in multiclass problems},
journal = {Artif. Intell. Rev.},
volume = {30},
number = {1-4},
pages = {19--37},
year = {2008},
url = {https://doi.org/10.1007/s10462-009-9114-9},
doi = {10.1007/S10462-009-9114-9},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/LorenaCG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijait/PimentaGC08,
author = {Edgar Pimenta and
Jo{\~{a}}o Gama and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {The Dimension of Ecocs for Multiclass Classification Problems},
journal = {Int. J. Artif. Intell. Tools},
volume = {17},
number = {3},
pages = {433--447},
year = {2008},
url = {https://doi.org/10.1142/S0218213008003984},
doi = {10.1142/S0218213008003984},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijait/PimentaGC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijon/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Evolutionary tuning of {SVM} parameter values in multiclass problems},
journal = {Neurocomputing},
volume = {71},
number = {16-18},
pages = {3326--3334},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.01.031},
doi = {10.1016/J.NEUCOM.2008.01.031},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/neco/TakenouchiEMK08,
author = {Takashi Takenouchi and
Shinto Eguchi and
Noboru Murata and
Takafumi Kanamori},
title = {Robust Boosting Algorithm Against Mislabeling in Multiclass Problems},
journal = {Neural Comput.},
volume = {20},
number = {6},
pages = {1596--1630},
year = {2008},
url = {https://doi.org/10.1162/neco.2007.11-06-400},
doi = {10.1162/NECO.2007.11-06-400},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TakenouchiEMK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/prl/El-YanivPY08,
author = {Ran El{-}Yaniv and
Dmitry Pechyony and
Elad Yom{-}Tov},
title = {Better multiclass classification via a margin-optimized single binary
problem},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {14},
pages = {1954--1959},
year = {2008},
url = {https://doi.org/10.1016/j.patrec.2008.06.012},
doi = {10.1016/J.PATREC.2008.06.012},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/El-YanivPY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tac/Pietrabissa08,
author = {Antonio Pietrabissa},
title = {An Alternative {LP} Formulation of the Admission Control Problem in
Multiclass Networks},
journal = {{IEEE} Trans. Autom. Control.},
volume = {53},
number = {3},
pages = {839--845},
year = {2008},
url = {https://doi.org/10.1109/TAC.2008.919516},
doi = {10.1109/TAC.2008.919516},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/Pietrabissa08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tec/Garcia-PedrajasF08,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Colin Fyfe},
title = {Evolving Output Codes for Multiclass Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {1},
pages = {93--106},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2007.894201},
doi = {10.1109/TEVC.2007.894201},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/Garcia-PedrajasF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/his/BravoLWL08,
author = {Cristi{\'{a}}n Bravo and
Jose Luis Lobato and
Richard Weber and
Gaston L'Huillier},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {A Hybrid System for Probability Estimation in Multiclass Problems
Combining SVMs and Neural Networks},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {649--654},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.112},
doi = {10.1109/HIS.2008.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/BravoLWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icmla/JradGB08,
author = {Nisrine Jrad and
Edith Grall{-}Ma{\"{e}}s and
Pierre Beauseroy},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {A Supervised Decision Rule for Multiclass Problems Minimizing a Loss
Function},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {48--53},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.44},
doi = {10.1109/ICMLA.2008.44},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JradGB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/sbrn/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Marley Maria Bernardes Rebuzzi Vellasco and
Marc{\'{\i}}lio Carlos Pereira de Souto and
J{\'{e}}s Jesus Fiais Cerqueira},
title = {Tree Decomposition of Multiclass Problems},
booktitle = {10th Brazilian Symposium on Neural Networks {(SBRN} 2008), Salvador,
Bahia, Brazil, October 26-30, 2008},
pages = {189--194},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/SBRN.2008.43},
doi = {10.1109/SBRN.2008.43},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@incollection{DBLP:series/springer/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Oded Maimon and
Lior Rokach},
title = {evolutionary Design of Code-matrices for Multiclass Problems},
booktitle = {Soft Computing for Knowledge Discovery and Data Mining},
pages = {153--184},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-69935-6\_7},
doi = {10.1007/978-0-387-69935-6\_7},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/springer/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ramasubramanian Sundararajan and
Asim K. Pal},
editor = {Vladan Devedzic},
title = {Rejection schemes for graded multiclass problems},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 25th Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 12-14, 2007},
pages = {434--439},
publisher = {{IASTED/ACTA} Press},
year = {2007},
timestamp = {Wed, 19 Sep 2007 13:26:17 +0200},
biburl = {https://dblp.org/rec/conf/aia/SundararajanP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/flairs/PimentaGC07,
author = {Edgar Pimenta and
Jo{\~{a}}o Gama and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {David Wilson and
Geoff Sutcliffe},
title = {Pursuing the Best {ECOC} Dimension for Multiclass Problems},
booktitle = {Proceedings of the Twentieth International Florida Artificial Intelligence
Research Society Conference, May 7-9, 2007, Key West, Florida, {USA}},
pages = {622--627},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/FLAIRS/2007/flairs07-121.php},
timestamp = {Wed, 26 Oct 2022 08:35:25 +0200},
biburl = {https://dblp.org/rec/conf/flairs/PimentaGC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/foci/TakenouchiI07,
author = {Takashi Takenouchi and
Shin Ishii},
title = {Multiclass classification as a decoding problem},
booktitle = {Proceedings of the {IEEE} Symposium on Foundations of Computational
Intelligence, {FOCI} 2007, part of the {IEEE} Symposium Series on
Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April
2007},
pages = {470--475},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FOCI.2007.371514},
doi = {10.1109/FOCI.2007.371514},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/foci/TakenouchiI07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/eor/AdemG06,
author = {Jan Adem and
Willy Gochet},
title = {Mathematical programming based heuristics for improving LP-generated
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Chia{-}Wei Hsu},
title = {A Linear Feature Extraction for Multiclass Classification Problems
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author = {Alicia Guerrero{-}Curieses and
Roc{\'{\i}}o Ala{\'{\i}}z{-}Rodr{\'{\i}}guez and
Jes{\'{u}}s Cid{-}Sueiro},
title = {Loss functions to combine learning and decision in multiclass problems},
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author = {Jonatan G{\'{o}}mez and
Arturo Garcia and
Camilo Silva},
title = {{COFRE:} a fuzzy rule coevolutionary approach for multiclass classification
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2005, 2-4 September 2005, Edinburgh, {UK}},
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publisher = {{IEEE}},
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author = {William D. Smart and
Mengjie Zhang},
editor = {Maarten Keijzer and
Andrea Tettamanzi and
Pierre Collet and
Jano I. van Hemert and
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title = {Using Genetic Programming for Multiclass Classification by Simultaneously
Solving Component Binary Classification Problems},
booktitle = {Genetic Programming, 8th European Conference, EuroGP2005, Lausanne,
Switzerland, March 30 - April 1, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3447},
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publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-31989-4\_20},
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Henri Prade},
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title = {Coping with exceptions in multiclass {ILP} problems using possibilistic
logic},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1761},
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author = {Christoph K{\"{o}}nig and
Giuseppina C. Gini and
Marian Viorel Craciun and
Emilio Benfenati},
title = {Multiclass Classifier From {A} Combination Of Local Experts: Toward
Distributed Computation For Real-Problem Classifiers},
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url = {https://doi.org/10.1142/S0218001404003423},
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author = {Patrice Marcotte and
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title = {A New Look at the Multiclass Network Equilibrium Problem},
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author = {Shigeo Abe},
title = {Fuzzy LP-SVMs for Multiclass Problems},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {429--434},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-29.pdf},
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author = {Jaepil Ko and
Eunju Kim and
Hyeran Byun},
title = {Improved N-Division Output Coding for Multiclass Learning Problems},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {470--473},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334568},
doi = {10.1109/ICPR.2004.1334568},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
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author = {Suju Rajan and
Joydeep Ghosh},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {An Empirical Comparison of Hierarchical vs. Two-Level Approaches to
Multiclass Problems},
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 = {283--292},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_28},
doi = {10.1007/978-3-540-25966-4\_28},
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author = {Fabio Aiolli and
Alessandro Sperduti},
title = {Learning Preferences for Multiclass Problems},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {17--24},
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timestamp = {Mon, 16 May 2022 15:41:51 +0200},
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@inproceedings{DBLP:conf/pricai/KuglerMI04,
author = {Mauricio Kugler and
Hiroshi Matsuo and
Akira Iwata},
editor = {Chengqi Zhang and
Hans W. Guesgen and
Wai{-}Kiang Yeap},
title = {A New Approach for Applying Support Vector Machines in Multiclass
Problems Using Class Groupings and Truth Tables},
booktitle = {{PRICAI} 2004: Trends in Artificial Intelligence, 8th Pacific Rim
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Zealand, August 9-13, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3157},
pages = {1013--1014},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28633-2\_140},
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author = {Koby Crammer and
Yoram Singer},
title = {Ultraconservative Online Algorithms for Multiclass Problems},
journal = {J. Mach. Learn. Res.},
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pages = {951--991},
year = {2003},
url = {http://jmlr.org/papers/v3/crammer03a.html},
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author = {Daisuke Tsujinishi and
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title = {Fuzzy least squares support vector machines for multiclass problems},
journal = {Neural Networks},
volume = {16},
number = {5-6},
pages = {785--792},
year = {2003},
url = {https://doi.org/10.1016/S0893-6080(03)00110-2},
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author = {Jaepil Ko and
Hyeran Byun},
editor = {Josef Kittler and
Mark S. Nixon},
title = {Combining {SVM} Classifiers for Multiclass Problem: Its Application
to Face Recognition},
booktitle = {Audio-and Video-Based Biometrie Person Authentication, 4th International
Conference, {AVBPA} 2003, Guildford, UK, June 9-11, 2003 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2688},
pages = {531--539},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44887-X\_63},
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author = {Bing{-}Yu Sun and
De{-}Shuang Huang},
title = {Support vector clustering for multiclass classification problems},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {1480--1485},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299845},
doi = {10.1109/CEC.2003.1299845},
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author = {Jinwook Go and
Chulhee Lee},
title = {Optimality of decision boundary feature extraction for multiclass
problems},
booktitle = {2003 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2003, Toulouse, France, July 21-15, 2003},
pages = {2051--2053},
publisher = {{IEEE}},
year = {2003},
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biburl = {https://dblp.org/rec/conf/igarss/GoL03.bib},
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@inproceedings{DBLP:conf/nnsp/Guerrero-Curieses03,
author = {Alicia Guerrero{-}Curieses and
Jes{\'{u}}s Cid{-}Sueiro},
title = {Loss functions to combine learning and decision in multiclass problems},
booktitle = {{NNSP} 2003, {IEEE} {XIII} Workshop on Neural Networks for Signal
Processing, Toulouse, France, September 17-19, 2003},
pages = {319--328},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/NNSP.2003.1318031},
doi = {10.1109/NNSP.2003.1318031},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/Guerrero-Curieses03.bib},
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author = {Marc Sebban and
Richard Nock and
St{\'{e}}phane Lallich},
title = {Stopping Criterion for Boosting-Based Data Reduction Techniques: from
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year = {2002},
url = {http://jmlr.org/papers/v3/sebban02a.html},
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author = {Koby Crammer and
Yoram Singer},
title = {On the Learnability and Design of Output Codes for Multiclass Problems},
journal = {Mach. Learn.},
volume = {47},
number = {2-3},
pages = {201--233},
year = {2002},
url = {https://doi.org/10.1023/A:1013637720281},
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timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CrammerS02.bib},
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author = {Brian Whitman and
Ryan M. Rifkin},
title = {Musical query-by-description as a multiclass learning problem},
booktitle = {{IEEE} 5th Workshop on Multimedia Signal Processing, {MMSP} 2002,
St. Thomas, Virgin Islands, USA, December 9-11, 2002},
pages = {153--156},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/MMSP.2002.1203270},
doi = {10.1109/MMSP.2002.1203270},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/IEEEmsp/WhitmanR02.bib},
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author = {Andrea Passerini and
Massimiliano Pontil and
Paolo Frasconi},
editor = {Frank van Harmelen},
title = {From Margins to Probabilities in Multiclass Learning Problems},
booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence,
ECAI'2002, Lyon, France, July 2002},
pages = {400--404},
publisher = {{IOS} Press},
year = {2002},
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author = {Shigeo Abe and
Takuya Inoue},
editor = {Michel Verleysen},
title = {Fuzzy support vector machines for multiclass problems},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, {ESANN} 2002,
Bruges, Belgium, April 24-26, 2002, Proceedings},
pages = {113--118},
year = {2002},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2002-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
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author = {Terry Windeatt and
Gholamreza Ardeshir},
editor = {Fabio Roli and
Josef Kittler},
title = {Boosted Tree Ensembles for Solving Multiclass Problems},
booktitle = {Multiple Classifier Systems, Third International Workshop, {MCS} 2002,
Cagliari, Italy, June 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2364},
pages = {42--51},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45428-4\_4},
doi = {10.1007/3-540-45428-4\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/WindeattA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Wolfgang Utschick and
Werner Weichselberger},
title = {Stochastic Organization of Output Codes in Multiclass Learning Problems},
journal = {Neural Comput.},
volume = {13},
number = {5},
pages = {1065--1102},
year = {2001},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Euisun Choi and
Chulhee Lee},
title = {Optimizing feature extraction for multiclass problems},
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pages = {521--528},
year = {2001},
url = {https://doi.org/10.1109/36.911110},
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author = {Koby Crammer and
Yoram Singer},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Ultraconservative Online Algorithms for Multiclass Problems},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {99--115},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_7},
doi = {10.1007/3-540-44581-1\_7},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/CrammerS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Paul Dupuis and
Kavita Ramanan},
title = {A Multiclass Feedback Queueing Network with a Regular Skorokhod Problem},
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pages = {327--349},
year = {2000},
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author = {Koby Crammer and
Yoram Singer},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {On the Learnability and Design of Output Codes for Multiclass Problems},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {35--46},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 20 Jun 2018 17:06:15 +0200},
biburl = {https://dblp.org/rec/conf/colt/CrammerS00.bib},
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author = {Chulhee Lee and
Euisun Choi},
title = {Optimizing Feature Extraction for Multiclass Problems},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2402--2405},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906097},
doi = {10.1109/ICPR.2000.906097},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LeeC00.bib},
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author = {Francesco Masulli and
Giorgio Valentini},
editor = {Josef Kittler and
Fabio Roli},
title = {Effectiveness of Error Correcting Output Codes in Multiclass Learning
Problems},
booktitle = {Multiple Classifier Systems, First International Workshop, {MCS} 2000,
Cagliari, Italy, June 21-23, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1857},
pages = {107--116},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45014-9\_10},
doi = {10.1007/3-540-45014-9\_10},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/MasulliV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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