Julio López - RankMe

45 papers Journal 45

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayes-optimal minimax probability machines. Pattern Recognit. Sebastián Maldonado, Julio López, Miguel Carrasco, Paul Bosch
2025	J	`jnl`	Embedded feature selection for robust probability learning machines. Pattern Recognit. Miguel Carrasco, Benjamin Ivorra, Julio López, Angel Manuel Ramos
2025	J	`jnl`	FDIPA-SOC: A MATLAB Package for Nonlinear Second-Order Cone Programs. Comput. Appl. Math. Alfredo Canelas, Miguel Carrasco, Julio López, Esteban Paduro
2023	J	`jnl`	OWAdapt: An adaptive loss function for deep learning using OWA operators. CoRR Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López
2023	J	`jnl`	OWAdapt: An adaptive loss function for deep learning using OWA operators. Knowl. Based Syst. Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López
2023	J	`jnl`	Pooling information across levels in hierarchical time series forecasting via Kernel methods. Expert Syst. Appl. Juan Pablo Karmy, Julio López, Sebastián Maldonado
2022	J	`jnl`	Out-of-time cross-validation strategies for classification in the presence of dataset shift. Appl. Intell. Sebastián Maldonado, Julio López, Andrés Iturriaga
2022	J	`jnl`	The Cobb-Douglas Learning Machine. Pattern Recognit. Sebastián Maldonado, Julio López, Miguel Carrasco
2021	J	`jnl`	Simultaneous model construction and noise reduction for hierarchical time series via Support Vector Regression. Knowl. Based Syst. Juan Pablo Karmy, Julio López, Sebastián Maldonado
2021	J	`jnl`	Time-weighted Fuzzy Support Vector Machines for classification in changing environments. Inf. Sci. Sebastián Maldonado, Julio López, Carla Vairetti
2020	J	`jnl`	Profit-based churn prediction based on Minimax Probability Machines. Eur. J. Oper. Res. Sebastián Maldonado, Julio López, Carla Vairetti
2020	J	`jnl`	Simultaneous feature selection and heterogeneity control for SVM classification: An application to mental workload assessment. Expert Syst. Appl. Sebastián Maldonado, Julio López, Angel Jiménez Molina, Hernan Lira
2019	J	`jnl`	A feasible direction algorithm for nonlinear second-order cone programs. Optim. Methods Softw. Alfredo Canelas, Miguel Carrasco, Julio López
2019	J	`jnl`	An alternative SMOTE oversampling strategy for high-dimensional datasets. Appl. Soft Comput. Sebastián Maldonado, Julio López, Carla Vairetti
2019	J	`jnl`	Epsilon-nonparallel support vector regression. Appl. Intell. Miguel Carrasco, Julio López, Sebastián Maldonado
2019	J	`jnl`	Profit-based credit scoring based on robust optimization and feature selection. Inf. Sci. Julio López, Sebastián Maldonado
2019	J	`jnl`	Regularized minimax probability machine. Knowl. Based Syst. Sebastián Maldonado, Miguel Carrasco, Julio López
2019	J	`jnl`	Robust nonparallel support vector machines via second-order cone programming. Neurocomputing Julio López, Sebastián Maldonado, Miguel Carrasco
2018	J	`jnl`	Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification. Appl. Soft Comput. Sebastián Maldonado, Julio López
2018	J	`jnl`	Double regularization methods for robust feature selection and SVM classification via DC programming. Inf. Sci. Julio López, Sebastián Maldonado, Miguel Carrasco
2018	J	`jnl`	Ellipsoidal support vector regression based on second-order cone programming. Neurocomputing Sebastián Maldonado, Julio López
2018	J	`jnl`	Redefining nearest neighbor classification in high-dimensional settings. Pattern Recognit. Lett. Julio López, Sebastián Maldonado
2018	J	`jnl`	Robust twin support vector regression via second-order cone programming. Knowl. Based Syst. Julio López, Sebastián Maldonado
2017	J	`jnl`	A robust formulation for twin multiclass support vector machine. Appl. Intell. Julio López, Sebastián Maldonado, Miguel Carrasco
2017	J	`jnl`	Application of the sequential parametric convex approximation method to the design of robust trusses. J. Glob. Optim. Alfredo Canelas, Miguel Carrasco, Julio López
2017	J	`jnl`	Embedded heterogeneous feature selection for conjoint analysis: A SVM approach using L1 penalty. Appl. Intell. Sebastián Maldonado, Ricardo Montoya, Julio López
2017	J	`jnl`	Group-penalized feature selection and robust twin SVM classification via second-order cone programming. Neurocomputing Julio López, Sebastián Maldonado
2017	J	`jnl`	Integrated framework for profit-based feature selection and SVM classification in credit scoring. Decis. Support Syst. Sebastián Maldonado, Cristián Bravo, Julio López, Juan Pérez
2017	J	`jnl`	Robust kernel-based multiclass support vector machines via second-order cone programming. Appl. Intell. Sebastián Maldonado, Julio López
2017	J	`jnl`	Simultaneous preference estimation and heterogeneity control for choice-based conjoint via support vector machines. J. Oper. Res. Soc. Julio López, Sebastián Maldonado, Ricardo Montoya
2017	J	`jnl`	Synchronized feature selection for Support Vector Machines with twin hyperplanes. Knowl. Based Syst. Sebastián Maldonado, Julio López
2016	J	`jnl`	A novel multi-class SVM model using second-order cone constraints. Appl. Intell. Julio López, Sebastián Maldonado, Miguel Carrasco
2016	J	`jnl`	A second-order cone programming formulation for nonparallel hyperplane support vector machine. Expert Syst. Appl. Miguel Carrasco, Julio López, Sebastián Maldonado
2016	J	`jnl`	A second-order cone programming formulation for twin support vector machines. Appl. Intell. Sebastián Maldonado, Julio López, Miguel Carrasco
2016	J	`jnl`	Multi-class second-order cone programming support vector machines. Inf. Sci. Julio López, Sebastián Maldonado
2015	J	`jnl`	A multi-class SVM approach based on the l Pattern Recognit. Miguel Carrasco, Julio López, Sebastián Maldonado
2015	J	`jnl`	An embedded feature selection approach for support vector classification via second-order cone programming. Intell. Data Anal. Sebastián Maldonado, Julio López
2015	J	`jnl`	Robust feature selection for multiclass Support Vector Machines using second-order cone programming. Intell. Data Anal. Julio López, Sebastián Maldonado
2014	J	`jnl`	A Note on the Paper "Linear Complementarity Problems Over Symmetric Cones: Characterization of Qb-Transformations and Existence Results". J. Optim. Theory Appl. Julio López, Rúben López, Héctor Ramírez
2014	J	`jnl`	Alternative second-order cone programming formulations for support vector classification. Inf. Sci. Sebastián Maldonado, Julio López
2014	J	`jnl`	Imbalanced data classification using second-order cone programming support vector machines. Pattern Recognit. Sebastián Maldonado, Julio López
2013	J	`jnl`	Linear Complementarity Problems over Symmetric Cones: Characterization of Q b -transformations and Existence Results. J. Optim. Theory Appl. Julio López, Rúben López, Héctor Ramírez
2013	J	`jnl`	Support vector machine under uncertainty: An application for hydroacoustic classification of fish-schools in Chile. Expert Syst. Appl. Paul Bosch, Julio López, Héctor Ramírez Cabrera, Hugo Robotham
2010	J	`jnl`	Interior proximal algorithm with variable metric for second-order cone programming: applications to structural optimization and support vector machines. Optim. Methods Softw. Felipe Alvarez, Julio López, Héctor Ramírez Cabrera
2010	J	`jnl`	On the Central Paths and Cauchy Trajectories in Semidefinite Programming. Kybernetika Julio López, Héctor Ramírez Cabrera