Time-weighted Fuzzy Support Vector Machines for classification in changing environments

Artículo

2021

Julio López Luis

Simultaneous model construction and noise reduction for hierarchical time series via Support Vector Regression

Artículo

2021

Julio López Luis

Synchronized feature selection for Support Vector Machines with twin hyperplanes

Artículo

2017

Julio López Luis

Support vector machine under uncertainty: An application for hydroacoustic classification of fish-schools in Chile

Artículo

2013

Julio López Luis

Hugo Robotham Vargas

Simultaneous preference estimation and heterogeneity control for choice-based conjoint via support vector machines

Artículo

2017

Julio López Luis

Robust twin support vector regression via second-order cone programming

Artículo

2018

Julio López Luis

Robust nonparallel support vector machines via second-order cone programming

Artículo

2019

Julio López Luis

Regularized minimax probability machine

Artículo

2019

Julio López Luis

Robust feature selection for multiclass Support Vector Machines using second-order cone programming

Artículo

2015

Julio López Luis

Robust kernel-based multiclass support vector machines via second-order cone programming

Artículo

2017

Julio López Luis

Redefining nearest neighbor classification in high-dimensional settings

Artículo

2018

Julio López Luis

Profit-based credit scoring based on robust optimization and feature selection

Artículo

2019

Julio López Luis

Multi-class second-order cone programming support vector machines

Artículo

2016

Julio López Luis

Mining EEG with SVM for Understanding Cognitive Underpinnings of Math Problem Solving Strategies

Artículo

2018

Julio López Luis

Interior proximal bundle algorithm with variable metric for nonsmooth convex symmetric cone programming

Artículo

2016

Julio López Luis

Imbalanced data classification using second-order cone programming support vector machines

Artículo

2014

Julio López Luis

Integrated framework for profit-based feature selection and SVM classification in credit scoring

Artículo

2018

Julio López Luis

Group-penalized feature selection and robust twin SVM classification via second-order cone programming

Artículo

2017

Julio López Luis

Ellipsoidal support vector regression based on second-order cone programming

Artículo

2018

Julio López Luis

Embedded heterogeneous feature selection for conjoint analysis: A SVM approach using L1 penalty

Artículo

2017

Julio López Luis

Epsilon-nonparallel support vector regression

Artículo

2019

Julio López Luis

Double regularization methods for robust feature selection and SVM classification via DC programming

Artículo

2018

Julio López Luis

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

Artículo

2018

Julio López Luis

Construction of proximal distances over symmetric cones

Artículo

2017

Julio López Luis

Application of the sequential parametric convex approximation method to the design of robust trusses

Artículo

2017

Julio López Luis

An alternative SMOTE oversampling strategy for high-dimensional datasets

Artículo

2019

Julio López Luis

An embedded feature selection approach for support vector classification via second-order cone programming

Artículo

2016

Julio López Luis

Alternative second-order cone programming formulations for support vector classification

Artículo

2014

Julio López Luis

A second-order cone programming formulation for nonparallel hyperplane support vector machine

Artículo

2016

Julio López Luis

A second-order cone programming formulation for twin support vector machines

Artículo

2016

Julio López Luis

A Note on the Paper “Linear Complementarity Problems Over Symmetric Cones: Characterization of Qb-Transformations and Existence Results”

Artículo

2014

Julio López Luis

A novel multi-class SVM model using second-order cone constraints

Artículo

2016

Julio López Luis

A robust formulation for twin multiclass support vector machine

Artículo

2017

Julio López Luis

A multi-class SVM approach based on the l(1)-norm minimization of the distances between the reduced convex hulls

Artículo

2015

Julio López Luis

A new method for reliability analysis and reliability-based design optimization

Artículo

2019

Julio López Luis

A feasible direction algorithm for nonlinear second-order cone programs

Artículo

2019

Julio López Luis