Julio López
Orcid: 0000-0001-9138-5302Affiliations:
- Universidad Diego Portales, Facultad de Ingeniería y Ciencias, Santiago, Chile
According to our database1,
Julio López
authored at least 42 papers
between 2010 and 2023.
Collaborative distances:
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Bibliography
2023
Knowl. Based Syst., November, 2023
Pooling information across levels in hierarchical time series forecasting via Kernel methods.
Expert Syst. Appl., 2023
2022
Out-of-time cross-validation strategies for classification in the presence of dataset shift.
Appl. Intell., 2022
2021
Simultaneous model construction and noise reduction for hierarchical time series via Support Vector Regression.
Knowl. Based Syst., 2021
Time-weighted Fuzzy Support Vector Machines for classification in changing environments.
Inf. Sci., 2021
2020
Simultaneous feature selection and heterogeneity control for SVM classification: An application to mental workload assessment.
Expert Syst. Appl., 2020
Eur. J. Oper. Res., 2020
Proceedings of the ICMSSP 2020: 5th International Conference on Multimedia Systems and Signal Processing, 2020
2019
Optim. Methods Softw., 2019
Inf. Sci., 2019
Neurocomputing, 2019
Appl. Soft Comput., 2019
2018
Pattern Recognit. Lett., 2018
Knowl. Based Syst., 2018
Double regularization methods for robust feature selection and SVM classification via DC programming.
Inf. Sci., 2018
Neurocomputing, 2018
Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification.
Appl. Soft Comput., 2018
2017
Knowl. Based Syst., 2017
Simultaneous preference estimation and heterogeneity control for choice-based conjoint via support vector machines.
J. Oper. Res. Soc., 2017
Application of the sequential parametric convex approximation method to the design of robust trusses.
J. Glob. Optim., 2017
Group-penalized feature selection and robust twin SVM classification via second-order cone programming.
Neurocomputing, 2017
Integrated framework for profit-based feature selection and SVM classification in credit scoring.
Decis. Support Syst., 2017
Embedded heterogeneous feature selection for conjoint analysis: A SVM approach using L1 penalty.
Appl. Intell., 2017
Robust kernel-based multiclass support vector machines via second-order cone programming.
Appl. Intell., 2017
2016
A second-order cone programming formulation for nonparallel hyperplane support vector machine.
Expert Syst. Appl., 2016
Appl. Intell., 2016
Appl. Intell., 2016
2015
A multi-class SVM approach based on the l<sub>1</sub>-norm minimization of the distances between the reduced convex hulls.
Pattern Recognit., 2015
An embedded feature selection approach for support vector classification via second-order cone programming.
Intell. Data Anal., 2015
Robust feature selection for multiclass Support Vector Machines using second-order cone programming.
Intell. Data Anal., 2015
2014
Imbalanced data classification using second-order cone programming support vector machines.
Pattern Recognit., 2014
A Note on the Paper "Linear Complementarity Problems Over Symmetric Cones: Characterization of Qb-Transformations and Existence Results".
J. Optim. Theory Appl., 2014
Alternative second-order cone programming formulations for support vector classification.
Inf. Sci., 2014
2013
Linear Complementarity Problems over Symmetric Cones: Characterization of Q b -transformations and Existence Results.
J. Optim. Theory Appl., 2013
Support vector machine under uncertainty: An application for hydroacoustic classification of fish-schools in Chile.
Expert Syst. Appl., 2013
2010
Interior proximal algorithm with variable metric for second-order cone programming: applications to structural optimization and support vector machines.
Optim. Methods Softw., 2010
Kybernetika, 2010