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

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

(2020) Jair Cervantes et al.   NEUROCOMPUTING

A feature selection algorithm for intrusion detection system based on Pigeon Inspired Optimizer

(2020) Hadeel Alazzam et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Optimal arrangements of hyperplanes for SVM-based multiclass classification

(2019) Víctor Blanco et al.   Advances in Data Analysis and Classification

Simultaneous Feature Selection and Heterogeneity Control for SVM Classification: An Application to Mental Workload Assessment

(2019) Sebastián Maldonado et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection in SVM via polyhedral k-norm

(2019) Manlio Gaudioso et al.   Optimization Letters

The Use of Artificial Intelligence as a Tool Supporting Sustainable Development Local Policy

(2019) Maria Mrówczyńska et al.   Sustainability

Integrating Qualitative Comparative Analysis and Support Vector Machine Methods to Reduce Passengers’ Resistance to Biometric E-Gates for Sustainable Airport Operations

(2019) Cheong Kim et al.   Sustainability

Use of support vector machines with a parallel local search algorithm for data classification and feature selection

(2019) Tunchan Cura   EXPERT SYSTEMS WITH APPLICATIONS

High dimensional data classification and feature selection using support vector machines

(2018) Bissan Ghaddar et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

An anomaly-based intrusion detection system in presence of benign outliers with visualization capabilities

(2018) Amin Karami   EXPERT SYSTEMS WITH APPLICATIONS

A novel statistical technique for intrusion detection systems

(2018) Enamul Kabir et al.   Future Generation Computer Systems-The International Journal of eScience

Current and future applications of statistical machine learning algorithms for agricultural machine vision systems

(2018) Tanzeel U. Rehman et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mixed integer linear programming for feature selection in support vector machine

(2018) Martine Labbé et al.   DISCRETE APPLIED MATHEMATICS

Adaptive Kernel Search: A heuristic for solving Mixed Integer linear Programs

(2017) G. Guastaroba et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Cost-based feature selection for Support Vector Machines: An application in credit scoring

(2017) Sebastián Maldonado et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Robust support vector machines based on the rescaled hinge loss function

(2017) Guibiao Xu et al.   PATTERN RECOGNITION

On handling indicator constraints in mixed integer programming

(2016) Pietro Belotti et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Feature selection for support vector machines using Generalized Benders Decomposition

(2015) Haldun Aytug   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

ACCPndn: Adaptive Congestion Control Protocol in Named Data Networking by learning capacities using optimized Time-Lagged Feedforward Neural Network

(2015) Amin Karami   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A hybrid multiobjective RBF-PSO method for mitigating DoS attacks in Named Data Networking

(2015) Amin Karami et al.   NEUROCOMPUTING

A fuzzy anomaly detection system based on hybrid PSO-Kmeans algorithm in content-centric networks

(2015) Amin Karami et al.   NEUROCOMPUTING

Feature selection for Support Vector Machines via Mixed Integer Linear Programming

(2014) Sebastián Maldonado et al.   INFORMATION SCIENCES

Heuristic approaches for support vector machines with the ramp loss

(2013) Emilio Carrizosa et al.   Optimization Letters

Support Vector Machines for crop/weeds identification in maize fields

(2012) J.M. Guerrero et al.   EXPERT SYSTEMS WITH APPLICATIONS

Kernel search for the capacitated facility location problem

(2012) G. Guastaroba et al.   JOURNAL OF HEURISTICS

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

(2011) J. Paul Brooks   OPERATIONS RESEARCH

Kernel search: A general heuristic for the multi-dimensional knapsack problem

(2010) Enrico Angelelli et al.   COMPUTERS & OPERATIONS RESEARCH

Optimal feature selection for support vector machines

(2009) Minh Hoai Nguyen et al.   PATTERN RECOGNITION

Classification model selection via bilevel programming

(2008) G. Kunapuli et al.   OPTIMIZATION METHODS & SOFTWARE