- Amit Daniely, Shai Shalev-Shwartz:
Optimal Learners for Multiclass Problems. CoRR abs/1405.2420 (2014) - Frédéric Meunier, Thomas Pradeau:
Computing solutions of the multiclass network equilibrium problem with affine cost functions. CoRR abs/1412.6496 (2014) - Sunho Park, TaeHyun Hwang, Seungjin Choi:
Convex Optimization for Binary Classifier Aggregation in Multiclass Problems. CoRR abs/1401.4143 (2014) - 2013
- Ran Wang, Sam Kwong, Degang Chen, Jingjing Cao:
A vector-valued support vector machine model for multiclass problem. Inf. Sci. 235: 174-194 (2013) - Ling Jian, Chuanhou Gao:
Binary Coding SVMs for the Multiclass Problem of Blast Furnace System. IEEE Trans. Ind. Electron. 60(9): 3846-3856 (2013) - Lida Abdi, Sattar Hashemi:
GAB-EPA: A GA Based Ensemble Pruning Approach to Tackle Multiclass Imbalanced Problems. ACIIDS (1) 2013: 246-254 - Frédéric Meunier, Thomas Pradeau:
A Lemke-Like Algorithm for the Multiclass Network Equilibrium Problem. WINE 2013: 363-376 - 2012
- Shuo Wang, Xin Yao:
Multiclass Imbalance Problems: Analysis and Potential Solutions. IEEE Trans. Syst. Man Cybern. Part B 42(4): 1119-1130 (2012) - 2011
- Kim-Anh Lê Cao, Simon Boitard, Philippe Besse:
Sparse PLS Discriminant Analysis: biologically relevant feature selection and graphical displays for multiclass problems. BMC Bioinform. 12: 253 (2011) - Mireille Tohmé, Régis Lengellé:
Maximum Margin One Class Support Vector Machines for multiclass problems. Pattern Recognit. Lett. 32(13): 1652-1658 (2011) - Hernán Ahumada, Guillermo L. Grinblat, Pablo M. Granitto:
Unsupervized Data-Driven Partitioning of Multiclass Problems. ICANN (1) 2011: 117-125 - George Georgiev, Iren Valova, Natacha Gueorguieva:
Feature Selection for Multiclass Problems Based on Information Weights. Complex Adaptive Systems 2011: 189-194 - 2010
- Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, En Cheng:
Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems. Signal Process. 90(8): 2333-2343 (2010) - Juan Carlos Fernández Caballero, Francisco José Martínez, César Hervás, Pedro Antonio Gutiérrez:
Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks. IEEE Trans. Neural Networks 21(5): 750-770 (2010) - Yurong Luo, Kayvan Najarian:
Employing Decoding of Specific Error Correcting Codes as a New Classification Criterion in Multiclass Learning Problems. ICPR 2010: 4238-4241 - 2009
- Pablo M. Granitto, Andrés Burgos:
Feature selection on wide multiclass problems using OVA-RFE. Inteligencia Artif. 13(44): 27-34 (2009) - Rami Atar, Avi Mandelbaum, Gennady Shaikhet:
Simplified Control Problems for Multiclass Many-Server Queueing Systems. Math. Oper. Res. 34(4): 795-812 (2009) - Patrice Marcotte, Daoli Zhu:
Existence and computation of optimal tolls in multiclass network equilibrium problems. Oper. Res. Lett. 37(3): 211-214 (2009) - Nisrine Jrad, Edith Grall-Maës, Pierre Beauseroy:
Gaussian Mixture Models for multiclass problems with performance constraints. ESANN 2009 - Juan Carlos Fernández, César Hervás, Francisco José Martínez, Pedro Antonio Gutiérrez, Manuel Cruz:
Memetic Pareto Differential Evolution for Designing Artificial Neural Networks in Multiclassification Problems Using Cross-Entropy Versus Sensitivity. HAIS 2009: 433-441 - Catarina Silva, Bernardete Ribeiro:
Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning. ICANNGA 2009: 370-379 - Tetsuji Hirayama:
Analysis of multiclass feedback queues and its application to a packet scheduling problem. QTNA 2009: 15:1-15:8 - 2008
- Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
A review on the combination of binary classifiers in multiclass problems. Artif. Intell. Rev. 30(1-4): 19-37 (2008) - Edgar Pimenta, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho:
The Dimension of Ecocs for Multiclass Classification Problems. Int. J. Artif. Intell. Tools 17(3): 433-447 (2008) - Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho:
Evolutionary tuning of SVM parameter values in multiclass problems. Neurocomputing 71(16-18): 3326-3334 (2008) - Takashi Takenouchi, Shinto Eguchi, Noboru Murata, Takafumi Kanamori:
Robust Boosting Algorithm Against Mislabeling in Multiclass Problems. Neural Comput. 20(6): 1596-1630 (2008) - Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov:
Better multiclass classification via a margin-optimized single binary problem. Pattern Recognit. Lett. 29(14): 1954-1959 (2008) - Antonio Pietrabissa:
An Alternative LP Formulation of the Admission Control Problem in Multiclass Networks. IEEE Trans. Autom. Control. 53(3): 839-845 (2008) - Nicolás García-Pedrajas, Colin Fyfe:
Evolving Output Codes for Multiclass Problems. IEEE Trans. Evol. Comput. 12(1): 93-106 (2008) - Cristián Bravo, Jose Luis Lobato, Richard Weber, Gaston L'Huillier:
A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks. HIS 2008: 649-654