Víctor Adrián Sosa-Hernández

18 papers A 1C 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evolutionary Neural Architecture Search for Super-Resolution: Benchmarking SynFlow and model-based predictors.
Swarm Evol. Comput.
Sergio M. Sarmiento-Rosales, Víctor Adrián Sosa-Hernández, Raúl Monroy
2025 J jnl
Beyond Performance: Designing a Super-Resolution Architecture Search Space and a Hybrid Multi-Objective Approach for Neural Architecture Optimization.
IEEE Access
Jesús Leopoldo Llano García, Raúl Monroy, Víctor Adrián Sosa-Hernández, Kalyanmoy Deb
2025 — conf
Comparative Analysis of Performance Predictors in Multi-objective Neural Architecture Search for Single Image Super-Resolution: XGBoost Regressor and SynFlow.
IJCCI (2)
Sergio M. Sarmiento-Rosales, Jesús Leopoldo Llano García, Jesper Michiel Janssen, Jesús Guillermo Falcón-Cardona, Raúl Monroy, Víctor Adrián Sosa-Hernández
2025 J jnl
GSMT: An explainable semi-supervised multi-label method based on Gower distance.
Array
Jose Carlos Mondragon, Andres Eduardo Gutierrez-Rodriguez, Víctor Adrián Sosa-Hernández
2025 J jnl
Toward the Use of Neural Architecture Search: A Baseline Approach for Solving the Authorship Verification Problem.
SN Comput. Sci.
Luis Ignacio Ferro Salinas, Esteban Castillo, Víctor Adrián Sosa-Hernández
2024 J jnl
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art.
Neurocomputing
Jesús L. Llano García, Raúl Monroy, Víctor Adrián Sosa-Hernández
2024 C conf
Surrogate Modeling for Efficient Evolutionary Multi-Objective Neural Architecture Search in Super Resolution Image Restoration.
IJCCI
Sergio M. Sarmiento-Rosales, Jesús Leopoldo Llano García, Jesús Guillermo Falcón-Cardona, Raúl Monroy, Manuel Iván Casillas del Llano, Víctor Adrián Sosa-Hernández
2023 — conf
An Experimental Protocol for Neural Architecture Search in Super-Resolution.
ICCV (Workshops)
Jesús Leopoldo Llano García, Raúl Monroy, Víctor Adrián Sosa-Hernández
2022 J jnl
A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities.
ACM Comput. Surv.
Víctor Adrián Sosa-Hernández, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Herrera
2021 J jnl
COARSE-EMOA: An indicator-based evolutionary algorithm for solving equality constrained multi-objective optimization problems.
Swarm Evol. Comput.
Jesús L. Llano García, Raúl Monroy, Víctor Adrián Sosa-Hernández, Carlos A. Coello Coello
2020 J jnl
The Set-Based Hypervolume Newton Method for Bi-Objective Optimization.
IEEE Trans. Cybern.
Víctor Adrián Sosa-Hernández, Oliver Schütze, Hao Wang, André H. Deutz, Michael Emmerich
2019 J jnl
On the choice of neighborhood sampling to build effective search operators for constrained MOPs.
Memetic Comput.
Adriana Lara, Lourdes Uribe, Sergio Alvarado, Víctor Adrián Sosa-Hernández, Honggang Wang, Oliver Schütze
2016 — conf
An effective mutation operator to deal with multi-objective constrained problems: SPM.
CCE
Sergio Alvarado, Adriana Lara, Víctor Adrián Sosa-Hernández, Oliver Schütze
2016 J jnl
The hypervolume based directed search method for multi-objective optimization problems.
J. Heuristics
Oliver Schütze, Víctor Adrián Sosa-Hernández, Heike Trautmann, Günter Rudolph
2015 — conf
On the Behavior of Stochastic Local Search Within Parameter Dependent MOPs.
EMO (2)
Víctor Adrián Sosa-Hernández, Oliver Schütze, Heike Trautmann, Günter Rudolph
2015 — conf
The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems.
NEO
Víctor Adrián Sosa-Hernández, Adriana Lara, Heike Trautmann, Günter Rudolph, Oliver Schütze
2014 A conf
Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem.
PPSN
Saúl Zapotecas Martínez, Víctor Adrián Sosa-Hernández, Hernán E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello
2013 — conf
Directed search method for indicator-based multi-objective evolutionary algorithms.
GECCO (Companion)
Víctor Adrián Sosa-Hernández, Oliver Schütze, Günter Rudolph, Heike Trautmann