Cited by 29
A Quadratic Loss Multi-Class SVM for which a Radius–Margin Bound Applies

2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI)
Seyyedeh Marziyeh Hamedi, Hossein Ebrahimpour Komleh
Conference  (2015), p. 897
2018 15th International Multi-Conference on Systems, Signals & Devices (SSD)
Hendel Mounia, Hendel Fatiha
Conference  (2018), p. 486
A Fisher consistent multiclass loss function with variable margin on positive examples
Irene Rodriguez-Lujan, Ramon Huerta
Journal  Electronic Journal of Statistics Volume 9, Issue 2 (2015)
A Generic Approach to Biological Sequence Segmentation Problems: Application to Protein Secondary Structure Prediction
Yann Guermeur, Fabien Lauer
Book  (2015), p. 114
A MULTI-CLASS SUPPORT VECTOR MACHINE: THEORY AND MODEL
MINGHE SUN
Journal  International Journal of Information Technology & Decision Making Volume 12, Issue 06 (2013), p. 1175
Cascading Discriminant and Generative Models for Protein Secondary Structure Prediction
Fabienne Thomarat, Fabien Lauer, Yann Guermeur
Book  Lecture Notes in Computer Science (Pattern Recognition in Bioinformatics) Volume 7632 (2012), p. 166
Classification
Fabien Lauer, Gérard Bloch
Book  Lecture Notes in Control and Information Sciences (Hybrid System Identification) Volume 478 (2019), p. 59
Clinical and Biomedical Spectroscopy and Imaging IV
F. Abdat, M. Amouroux, Y. Guermeur, W. Blondel
Conference  (2015), p. 95370F
Combining Multi-class SVMs with Linear Ensemble Methods that Estimate the Class Posterior Probabilities
Yann Guermeur
Journal  Communications in Statistics - Theory and Methods Volume 42, Issue 16 (2013), p. 3011
Comments on: Support Vector Machines Maximizing Geometric Margins for Multi-class Classification
Yann Guermeur
Journal  TOP Volume 22, Issue 3 (2014), p. 844
Effect of simple ensemble methods on protein secondary structure prediction
Hafida Bouziane, Belhadri Messabih, Abdallah Chouarfia
Journal  Soft Computing Volume 19, Issue 6 (2015), p. 1663
Efficient Optimization of Multi-class Support Vector Machines with MSVMpack
Emmanuel Didiot, Fabien Lauer
Book  Advances in Intelligent Systems and Computing (Modelling, Computation and Optimization in Information Systems and Management Sciences) Volume 360 (2015), p. 23
Estimating the Class Posterior Probabilities in Protein Secondary Structure Prediction
Yann Guermeur, Fabienne Thomarat
Book  Lecture Notes in Computer Science (Pattern Recognition in Bioinformatics) Volume 7036 (2011), p. 260
Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine
Chuanze Kang, Yanhao Huo, Lihui Xin, Baoguang Tian, Bin Yu
Journal  Journal of Theoretical Biology Volume 463 (2019), p. 77
Feature selection for multiclass support vector machines
F.Z. Aazi, R. Abdesselam, B. Achchab, A. Elouardighi
Journal  AI Communications Volume 29, Issue 5 (2016), p. 583
Hybrid feature selection and SVM-based classification for mouse skin precancerous stages diagnosis from bimodal spectroscopy
F. Abdat, M. Amouroux, Y. Guermeur, W. Blondel
Journal  Optics Express Volume 20, Issue 1 (2012), p. 228
Hybrid self organizing map and probabilistic quadratic loss multi-class support vector machine for mental tasks classification
Mounia Hendel, Abdelkader Benyettou, Fatiha Hendel
Journal  Informatics in Medicine Unlocked Volume 4 (2016), p. 1
Intelligent emotion and behavior based on topological consciousness and adaptive resonance theory in a companion robot
Sakmongkon Chumkamon, Eiji Hayashi, Masato Koike
Journal  Biologically Inspired Cognitive Architectures Volume 18 (2016), p. 51
MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines
Alejandro Rosales-Perez, Salvador Garcia, Hugo Terashima-Marin, Carlos A. Coello Coello, Francisco Herrera
Journal  IEEE Computational Intelligence Magazine Volume 13, Issue 2 (2018), p. 18
Model Selection for the ℓ2-SVM by Following the Regularization Path
Rémi Bonidal, Samy Tindel, Yann Guermeur
Book  Lecture Notes in Computer Science (Transactions on Computational Intelligence XIII) Volume 8342 (2014), p. 83
Multiclass optimal classification trees with SVM-splits
Víctor Blanco, Alberto Japón, Justo Puerto
Journal  Machine Learning Volume 112, Issue 12 (2023), p. 4905
Network Intrusion Detection Based on Multi-Class Support Vector Machine
Anh Vu Le, Hoai An Le Thi, Manh Cuong Nguyen, Ahmed Zidna
Book  Lecture Notes in Computer Science (Computational Collective Intelligence. Technologies and Applications) Volume 7653 (2012), p. 536
Optimal arrangements of hyperplanes for SVM-based multiclass classification
Víctor Blanco, Alberto Japón, Justo Puerto
Journal  Advances in Data Analysis and Classification Volume 14, Issue 1 (2020), p. 175
Reinforced Angle-Based Multicategory Support Vector Machines
Chong Zhang, Yufeng Liu, Junhui Wang, Hongtu Zhu
Journal  Journal of Computational and Graphical Statistics Volume 25, Issue 3 (2016), p. 806
Robust multicategory support vector machines using difference convex algorithm
Chong Zhang, Minh Pham, Sheng Fu, Yufeng Liu
Journal  Mathematical Programming Volume 169, Issue 1 (2018), p. 277
SVM-based multi-state-mapping approach for multi-class classification
Bo Liu, Yanshan Xiao, Longbing Cao
Journal  Knowledge-Based Systems Volume 129 (2017), p. 79
Simplex-Based Proximal Multicategory Support Vector Machine
Sheng Fu, Piao Chen, Zhisheng Ye
Journal  IEEE Transactions on Information Theory Volume 69, Issue 4 (2023), p. 2427
Using Generic Direct M-SVM Model Improved by Kohonen Map and Dempster–Shafer Theory to Enhance Power Transformers Diagnostic
Mounia Hendel, Fethi Meghnefi, Mohamed El Amine Senoussaoui, Issouf Fofana, Mostefa Brahami
Journal  Sustainability Volume 15, Issue 21 (2023), p. 15453
Using Probabilistic Direct Multi-class Support Vector Machines to Improve Mental States Based-Brain Computer Interface
Mounia Hendel, Fatiha Hendel
Book  Smart Innovation, Systems and Technologies (Information Systems and Technologies to Support Learning) Volume 111 (2019), p. 321