José Carlos Ortíz-Bayliss

Tecnológico de Monterrey

16H指数

119论文数

1.1K被引数

收录论文 32

发表时间

Autism Spectrum Disorder Detection Using a Weighted-Average Ensemble of Deep Convolutional Neural Networks on Eye-Tracking Images 在眼动图像上使用深度卷积神经网络的加权平均集成进行自闭症谱系障碍检测

Machine Learning and Knowledge Extraction

IF6

2026-07-27

OAAI

Masroor Ahmed; Sadam Hussain; Ivan Amaya; José Carlos Ortiz-Bayliss

Optimizing microgrid controllers for enhanced power quality using metaheuristic approaches 采用元启发式方法优化微电网控制器以提高电能质量

Applied Soft Computing

IF6.6

2026-05-05

PREAI

Gerardo Humberto Valencia-Rivera; Juan Gabriel Avina-Cervantes; José Carlos Ortiz-Bayliss; Ivan Amaya

Benchmarking Molecular Mutation Operators for Evolutionary Drug Design 分子变异算子用于进化药物设计的基准测试

International Journal of Molecular Sciences

IF4.9

2026-03-04

OAAI

Raúl Acosta Murillo; Patricio Adrián Zapata-Morin; José Carlos Ortiz-Bayliss

Heuristic selection through neural networks: an extended analysis on the pod allocation problem within robotic mobile fulfillment systems 基于神经网络的启发式选择：对机器人移动履行系统中Pod分配问题的扩展分析

Neural Computing and Applications

IF4.5

2026-02-13

PREAI

Maria Torcoroma Benavides-Robles; Jorge M. Cruz-Duarte; Ivan Amaya; José Carlos Ortiz-Bayliss

Automated Design and Selection of Metaheuristics for PID Control in Power Electronics 功率电子中PID控制的元启发式算法的自动化设计与选择

IEEE Access

IF3.6

2026-01-01

PREAI

Zambrano-Gutierrez, Daniel F.; Ortiz-Bayliss, Jose Carlos; Amaya, Ivan; Rodriguez-Nieto, Maricela; Avina-Cervantes, Juan Gabriel; Cruz-Duarte, Jorge M.

Machine-learning-based hyper-heuristics for solving the Knapsack Problem 基于机器学习的超启发式算法求解背包问题

Pattern Recognition Letters

IF3.3

2025-03-13

PREAI

José Eduardo Zárate-Aranda; José C. Ortiz-Bayliss

Hyper-Heuristics and Scheduling Problems: Strategies, Application Areas, and Performance Metrics

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Vela, Alonso; Valencia-Rivera, Gerardo Humberto; Cruz-Duarte, Jorge M.; Ortiz-Bayliss, Jose Carlos; Amaya, Ivan

Algorithm Selection for Allocating Pods Within Robotic Mobile Fulfillment Systems: A Hyper-Heuristic Approach

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Benavides-Robles, Maria Torcoroma; Cruz-Duarte, Jorge M.; Ortiz-Bayliss, Jose Carlos; Amaya, Ivan

Analysing hyper-heuristics based on Neural Networks for the automatic design of population-based metaheuristics in continuous optimisation problems 基于神经网络的超启发式分析在连续优化问题中自动设计基于种群的元启发式

SWARM AND EVOLUTIONARY COMPUTATION

IF8.5

2024-08-01

PREAI

Tapia-Avitia, Jose M.; Cruz-Duarte, Jorge M.; Amaya, Ivan; Ortiz-Bayliss, Jose Carlos; Terashima-Marin, Hugo; Pillay, Nelishia

Optimal hybrid resonant current controller for microgrids connected to an unbalanced IEEE test distribution network

HELIYON

IF3.6

2024-07-01

OAAI

Valencia-Rivera, Gerardohumberto; Amaya, Ivan; Cruz-Duarte, JorgeM.; Ortiz-Bayliss, Jose Carlos; Tapia-Tinoco, Guillermo; Avina-Cervantes, Juan Gabriel

A systematic review of metaheuristic algorithms in electric power systems optimization

APPLIED SOFT COMPUTING

IF6.6

2024-01-01

PREAI

Valencia-Rivera, Gerardo Humberto; Benavides-Robles, Maria Torcoroma; Morales, Alonso Vela; Amaya, Ivan; Cruz-Duarte, Jorge M.; Ortiz-Bayliss, Jose Carlos; Avina-Cervantes, Juan Gabriel

A Generalist Reinforcement Learning Agent for Compressing Multiple Convolutional Networks Using Singular Value Decomposition

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Gonzalez-Sahagun, Gabriel; Conant-Pablos, Santiago Enrique; Ortiz-Bayliss, Jose Carlos; Cruz-Duarte, Jorge M.

A Generalist Reinforcement Learning Agent for Compressing Convolutional Neural Networks

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Gonzalez-Sahagun, Gabriel; Conant-Pablos, Santiago Enrique; Ortiz-Bayliss, Jose Carlos; Cruz-Duarte, Jorge M.

Automatic Selection of Machine Learning Models for Armed People Identification

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Javier Amado-Garfias, Alonso; Conant-Pablos, Santiago Enrique; Ortiz-Bayliss, Jose Carlos; Terashima-Marin, Hugo

Improving Armed People Detection on Video Surveillance Through Heuristics and Machine Learning Models

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Amado-Garfias, Alonso Javier; Conant-Pablos, Santiago Enrique; Ortiz-Bayliss, Jose Carlos; Terashima-Marin, Hugo

Robotic Mobile Fulfillment System: A Systematic Review

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Benavides-Robles, Maria Torcoroma; Valencia-Rivera, Gerardo Humberto; Cruz-Duarte, Jorge M.; Amaya, Ivan; Ortiz-Bayliss, Jose Carlos

Forecasting PM2.5 concentration levels using shallow machine learning models on the Monterrey Metropolitan Area in Mexico

ATMOSPHERIC POLLUTION RESEARCH

IF3.5

2023-11-01

PREAI

Pozo-Luyo, Cesar Alejandro; Cruz-Duarte, Jorge M.; Amaya, Ivan; Ortiz-Bayliss, Jose Carlos

Automatic Design of Metaheuristics for Practical Engineering Applications

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Zambrano-Gutierrez, Daniel F.; Cruz-Duarte, Jorge Mario; Avina-Cervantes, Juan Gabriel; Ortiz-Bayliss, Jose Carlos; Yanez-Borjas, Jesus Joaquin; Amaya, Ivan

Engagement and Social Impact in Tech-Based Citizen Science Initiatives for Achieving the SDGs: A Systematic Literature Review with a Perspective on Complex Thinking

SUSTAINABILITY

IF3.3

2022-09-02

OAAI

Sanabria-Z, Jorge; Alfaro-Ponce, Berenice; Gonzalez Pena, Omar Israel; Terashima-Marin, Hugo; Carlos Ortiz-Bayliss, Jose

Beyond Hyper-Heuristics: A Squared Hyper-Heuristic Model for Solving Job Shop Scheduling Problems 超越超启发式: 解决车间调度问题的平方超启发式模型

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Vela, Alonso; Cruz-Duarte, Jorge M.; Carlos Ortiz-Bayliss, Jose; Amaya, Ivan

研究方向