The soft-margin Support Vector Machine with ordered weighted average

A robust SVM-based approach with feature selection and outliers detection for classification problems

(2021) Marta Baldomero-Naranjo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comprehensive survey on support vector machine classification: Applications, challenges and trends

(2020) Jair Cervantes et al.   NEUROCOMPUTING

Tightening big Ms in integer programming formulations for support vector machines with ramp loss

(2020) Marta Baldomero-Naranjo et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A mixed integer linear programming support vector machine for cost-effective feature selection

(2020) In Gyu Lee et al.   KNOWLEDGE-BASED SYSTEMS

A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification

(2020) Asunción Jiménez-Cordero et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IOWA-SVM: A Density-Based Weighting Strategy for SVM Classification via OWA Operators

(2019) Sebastian Maldonado et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification

(2018) Sebastián Maldonado et al.   APPLIED SOFT COMPUTING

Redefining support vector machines with the ordered weighted average

(2018) Sebastián Maldonado et al.   KNOWLEDGE-BASED SYSTEMS

Mixed integer linear programming for feature selection in support vector machine

(2018) Martine Labbé et al.   DISCRETE APPLIED MATHEMATICS

Revisiting several problems and algorithms in continuous location with $$\ell _\tau $$ ℓ τ norms

(2014) Victor Blanco et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Ordered weighted average combinatorial optimization: Formulations and their properties

(2014) Elena Fernández et al.   DISCRETE APPLIED MATHEMATICS

Feature selection for Support Vector Machines via Mixed Integer Linear Programming

(2014) Sebastián Maldonado et al.   INFORMATION SCIENCES

Similarity classifier with ordered weighted averaging operators

(2012) Pasi Luukka et al.   EXPERT SYSTEMS WITH APPLICATIONS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Support Vector Machines with the Ramp Loss and the Hard Margin Loss

(2011) J. Paul Brooks   OPERATIONS RESEARCH