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@article{DBLP:journals/bdr/SridharA24, author = {S. Sridhar and S. Anusuya}, title = {A dual algorithmic approach to deal with multiclass imbalanced classification problems}, journal = {Big Data Res.}, volume = {38}, pages = {100484}, year = {2024}, url = {https://doi.org/10.1016/j.bdr.2024.100484}, doi = {10.1016/J.BDR.2024.100484}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bdr/SridharA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@inproceedings{DBLP:conf/colt/AsilisDDST24a, author = {Julian Asilis and Siddartha Devic and Shaddin Dughmi and Vatsal Sharan and Shang{-}Hua Teng}, editor = {Shipra Agrawal and Aaron Roth}, title = {Open Problem: Can Local Regularization Learn All Multiclass Problems?}, booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 - July 3, 2023, Edmonton, Canada}, series = {Proceedings of Machine Learning Research}, volume = {247}, pages = {5301--5305}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v247/asilis24b.html}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/AsilisDDST24a.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 = {Thu, 22 Aug 2024 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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-04360, 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}, volume = {abs/1904.04360}, year = {2019}, url = {http://arxiv.org/abs/1904.04360}, eprinttype = {arXiv}, eprint = {1904.04360}, timestamp = {Wed, 23 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-04360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ral/LaniniRUI18, 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.}, volume = {3}, number = {4}, pages = {4171--4178}, year = {2018}, url = {https://doi.org/10.1109/LRA.2018.2864351}, doi = {10.1109/LRA.2018.2864351}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ral/LaniniRUI18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsit/NdiranguMN18, 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}, url = {https://doi.org/10.1145/3239283.3239303}, doi = {10.1145/3239283.3239303}, timestamp = {Fri, 28 Jun 2019 14:56:18 +0200}, biburl = {https://dblp.org/rec/conf/dsit/NdiranguMN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/Rosales-PerezGG18, 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 = {Fri, 02 Aug 2024 15:50:42 +0200}, biburl = {https://dblp.org/rec/conf/gecco/Rosales-PerezGG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Joshi17, 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} }
@article{DBLP:journals/pai/Moran-Fernandez17, 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}, url = {https://doi.org/10.1007/s13748-017-0126-4}, 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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhuLL17, 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}, doi = {10.1016/J.PATCOG.2017.07.024}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhuLL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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.}, volume = {59}, number = {1}, pages = {1--14}, year = {2016}, url = {https://doi.org/10.1007/s11432-015-5321-y}, doi = {10.1007/S11432-015-5321-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/chinaf/ZhouYZX16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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}, url = {https://doi.org/10.3233/IFS-151736}, 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} }
@article{DBLP:journals/tnn/Ortigosa-Hernandez16, 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.}, volume = {27}, number = {12}, pages = {2602--2614}, year = {2016}, url = {https://doi.org/10.1109/TNNLS.2015.2498525}, doi = {10.1109/TNNLS.2015.2498525}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/Ortigosa-Hernandez16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/QuiterioL16, 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}, biburl = {https://dblp.org/rec/conf/bracis/QuiterioL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dsp/YinHHZWZ15, 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 problems with high dimensionality: {A} THz spectra classification problem}, journal = {Digit. Signal Process.}, volume = {40}, pages = {40--52}, year = {2015}, url = {https://doi.org/10.1016/j.dsp.2015.01.007}, doi = {10.1016/J.DSP.2015.01.007}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dsp/YinHHZWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/OteroA15, author = {Daniel F. Otero and Raha Akhavan{-}Tabatabaei}, title = {A stochastic dynamic pricing model for the multiclass problems in the airline industry}, journal = {Eur. J. Oper. Res.}, volume = {242}, number = {1}, pages = {188--200}, year = {2015}, url = {https://doi.org/10.1016/j.ejor.2014.09.038}, doi = {10.1016/J.EJOR.2014.09.038}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eor/OteroA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaisc/Czarnecki15, 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}, doi = {10.1007/978-3-319-19324-3\_38}, timestamp = {Tue, 14 May 2019 10:00:55 +0200}, biburl = {https://dblp.org/rec/conf/icaisc/Czarnecki15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/JoshiAPRUG15, 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} }
@article{DBLP:journals/ajiips/SinghC14, author = {Lavneet Singh and Girija Chetty}, title = {{RANSAC} Multi Model Response Regression based Pruned Extreme Learning Machines for Multiclass problems}, journal = {Aust. J. Intell. Inf. Process. Syst.}, volume = {14}, number = {2}, year = {2014}, url = {http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1279}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ajiips/SinghC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amc/MartinezIMTA14, 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}, url = {https://doi.org/10.1016/j.amc.2013.12.087}, doi = {10.1016/J.AMC.2013.12.087}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amc/MartinezIMTA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/MezherA14, author = {Mohammad A. Mezher and Maysam F. Abbod}, title = {Genetic folding for solving multiclass {SVM} problems}, journal = {Appl. Intell.}, volume = {41}, number = {2}, pages = {464--472}, year = {2014}, url = {https://doi.org/10.1007/s10489-014-0533-1}, doi = {10.1007/S10489-014-0533-1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/apin/MezherA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/rairo/ZhangLLYG14, 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 considering conversion times}, journal = {{RAIRO} Oper. Res.}, volume = {48}, number = {4}, pages = {615--639}, year = {2014}, url = {https://doi.org/10.1051/ro/2014021}, doi = {10.1051/RO/2014021}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/rairo/ZhangLLYG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdp/SazonovaM14, author = {Vera Sazonova and Stan Matwin}, title = {Combining Binary Classifiers for a Multiclass Problem with Differential Privacy}, journal = {Trans. Data Priv.}, volume = {7}, number = {1}, pages = {51--70}, year = {2014}, url = {http://www.tdp.cat/issues11/abs.a172a14.php}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tdp/SazonovaM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/RamaswamyBAW14, 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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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}, pages = {342--350}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/chenb14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChenLL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SenIM14, 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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ParkHC14, 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}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ParkHC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DanielyS14a, 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} }
@article{DBLP:journals/corr/MeunierP14, author = {Fr{\'{e}}d{\'{e}}ric Meunier and Thomas Pradeau}, title = {Computing solutions of the multiclass network equilibrium problem with affine cost functions}, journal = {CoRR}, volume = {abs/1412.6496}, year = {2014}, url = {http://arxiv.org/abs/1412.6496}, eprinttype = {arXiv}, eprint = {1412.6496}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MeunierP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ParkHC14, 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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/WangKCC13, author = {Ran Wang and Sam Kwong and Degang Chen and Jingjing Cao}, title = {A vector-valued support vector machine model for multiclass problem}, journal = {Inf. Sci.}, volume = {235}, pages = {174--194}, year = {2013}, url = {https://doi.org/10.1016/j.ins.2013.02.001}, doi = {10.1016/J.INS.2013.02.001}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/WangKCC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tie/JianG13, author = {Ling Jian and Chuanhou Gao}, title = {Binary Coding SVMs for the Multiclass Problem of Blast Furnace System}, journal = {{IEEE} Trans. Ind. Electron.}, volume = {60}, number = {9}, pages = {3846--3856}, year = {2013}, url = {https://doi.org/10.1109/TIE.2012.2206336}, doi = {10.1109/TIE.2012.2206336}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tie/JianG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aciids/AbdiH13, 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}, biburl = {https://dblp.org/rec/conf/aciids/AbdiH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/MeunierP13, 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}, biburl = {https://dblp.org/rec/conf/wine/MeunierP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/WangY12, author = {Shuo Wang and Xin Yao}, title = {Multiclass Imbalance Problems: Analysis and Potential Solutions}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}}, volume = {42}, number = {4}, pages = {1119--1130}, year = {2012}, url = {https://doi.org/10.1109/TSMCB.2012.2187280}, doi = {10.1109/TSMCB.2012.2187280}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/WangY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/CaoBB11, author = {Kim{-}Anh L{\^{e}} Cao and Simon Boitard and Philippe Besse}, title = {Sparse {PLS} Discriminant Analysis: biologically relevant feature selection and graphical displays for multiclass problems}, journal = {{BMC} Bioinform.}, volume = {12}, pages = {253}, year = {2011}, url = {https://doi.org/10.1186/1471-2105-12-253}, doi = {10.1186/1471-2105-12-253}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/CaoBB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/TohmeL11, author = {Mireille Tohm{\'{e}} and R{\'{e}}gis Lengell{\'{e}}}, title = {Maximum Margin One Class Support Vector Machines for multiclass problems}, journal = {Pattern Recognit. Lett.}, volume = {32}, number = {13}, pages = {1652--1658}, year = {2011}, url = {https://doi.org/10.1016/j.patrec.2011.06.021}, doi = {10.1016/J.PATREC.2011.06.021}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/TohmeL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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}, biburl = {https://dblp.org/rec/conf/icann/AhumadaGG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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}, biburl = {https://dblp.org/rec/journals/procedia/GeorgievVG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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}, doi = {10.1016/J.SIGPRO.2009.06.002}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/ZengLZC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@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} }
@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} }
@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} }
@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}, doi = {10.1016/J.ORL.2009.01.006}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/orl/MarcotteZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@inproceedings{DBLP:conf/aia/SundararajanP07, 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/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} }
@article{DBLP:journals/eor/AdemG06, author = {Jan Adem and Willy Gochet}, title = {Mathematical programming based heuristics for improving LP-generated classifiers for the multiclass supervised classification problem}, journal = {Eur. J. Oper. Res.}, volume = {168}, number = {1}, pages = {181--199}, year = {2006}, url = {https://doi.org/10.1016/j.ejor.2004.04.031}, doi = {10.1016/J.EJOR.2004.04.031}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eor/AdemG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/HsiehWH06, author = {Pi{-}Fuei Hsieh and Deng{-}Shiang Wang and Chia{-}Wei Hsu}, title = {A Linear Feature Extraction for Multiclass Classification Problems Based on Class Mean and Covariance Discriminant Information}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {28}, number = {2}, pages = {223--235}, year = {2006}, url = {https://doi.org/10.1109/TPAMI.2006.26}, doi = {10.1109/TPAMI.2006.26}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/HsiehWH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/ijon/Guerrero-CuriesesAC05, 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}, journal = {Neurocomputing}, volume = {69}, number = {1-3}, pages = {3--17}, year = {2005}, url = {https://doi.org/10.1016/j.neucom.2005.02.011}, doi = {10.1016/J.NEUCOM.2005.02.011}, timestamp = {Wed, 14 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/Guerrero-CuriesesAC05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/GomezGS05, author = {Jonatan G{\'{o}}mez and Arturo Garcia and Camilo Silva}, title = {{COFRE:} a fuzzy rule coevolutionary approach for multiclass classification problems}, booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC} 2005, 2-4 September 2005, Edinburgh, {UK}}, pages = {1637--1644}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/CEC.2005.1554885}, doi = {10.1109/CEC.2005.1554885}, timestamp = {Thu, 16 Dec 2021 13:59:05 +0100}, biburl = {https://dblp.org/rec/conf/cec/GomezGS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eurogp/SmartZ05, author = {William D. Smart and Mengjie Zhang}, editor = {Maarten Keijzer and Andrea Tettamanzi and Pierre Collet and Jano I. van Hemert and Marco Tomassini}, 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}, pages = {227--239}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/978-3-540-31989-4\_20}, doi = {10.1007/978-3-540-31989-4\_20}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eurogp/SmartZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/SerrurierP05, author = {Mathieu Serrurier and Henri Prade}, editor = {Leslie Pack Kaelbling and Alessandro Saffiotti}, 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}, publisher = {Professional Book Center}, year = {2005}, url = {http://ijcai.org/Proceedings/05/Papers/post-0373.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:29 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/SerrurierP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@inproceedings{DBLP:conf/icpr/KoKB04a, 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}, biburl = {https://dblp.org/rec/conf/icpr/KoKB04a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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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 International Conference on Artificial Intelligence, Auckland, New 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}, doi = {10.1007/978-3-540-28633-2\_140}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/KuglerMI04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@inproceedings{DBLP:conf/cec/SunH03, 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}, timestamp = {Thu, 16 Dec 2021 11:43:24 +0100}, biburl = {https://dblp.org/rec/conf/cec/SunH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/GoL03, 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}, url = {https://doi.org/10.1109/IGARSS.2003.1294336}, doi = {10.1109/IGARSS.2003.1294336}, timestamp = {Fri, 07 May 2021 10:04:02 +0200}, biburl = {https://dblp.org/rec/conf/igarss/GoL03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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