Iván Amaya - Publications, H-index & Citations

Iván Amaya

Tecnológico de Monterrey

16H指数

159论文数

1.0K被引数

收录论文 26

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

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

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

Designing Heuristic-Based Tuners for Fractional-Order PID Controllers in Automatic Voltage Regulator Systems Using a Hyper-Heuristic Approach

FRACTAL AND FRACTIONAL

IF3.3

2024-04-12

OAAI

Zambrano-Gutierrez, Daniel Fernando; Valencia-Rivera, Gerardo Humberto; Avina-Cervantes, Juan Gabriel; Amaya, Ivan; Cruz-Duarte, Jorge Mario

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

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

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

Hyper-Heuristics to customise metaheuristics for continuous optimisation 超启发式自定义元启发式以进行连续优化

SWARM AND EVOLUTIONARY COMPUTATION

IF8.5

2021-10-01

PREAI

Cruz-Duarte, Jorge M.; Amaya, Ivan; Ortiz-Bayliss, Jose C.; Conant-Pablos, Santiago E.; Terashima-Marin, Hugo; Shi, Yong

Solving microelectronic thermal management problems using a generalized spiral optimization algorithm

APPLIED INTELLIGENCE

IF3.5

2021-01-13

PREAI

Cruz-Duarte, Jorge M.; Amaya, Ivan; Ortiz-Bayliss, Jose Carlos; Correa, Rodrigo

Sequence-Based Selection Hyper-Heuristic Model via MAP-Elites

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Sanchez, Melissa; Cruz-Duarte, Jorge M.; Ortiz-Bayliss, Jose C.; Amaya, Ivan

Tailoring Job Shop Scheduling Problem Instances Through Unified Particle Swarm Optimization 基于统一粒子群算法的车间调度问题实例裁剪

IEEE ACCESS

IF3.6

2021-01-01

OAAI

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

A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Sanchez, Melissa; Cruz-Duarte, Jorge M.; Carlos Ortiz-Bayliss, Jose; Ceballos, Hector; Terashima-Marin, Hugo; Amaya, Ivan

Evolutionary-based tailoring of synthetic instances for the Knapsack problem

SOFT COMPUTING

IF2.5

2019-02-09

OAAI

Fernando Plata-Gonzalez, Luis; Amaya, Ivan; Carlos Ortiz-Bayliss, Jose; Enrique Conant-Pablos, Santiago; Terashima-Marin, Hugo; Coello Coello, Carlos A.

An Experimental Study on Ant Colony Optimization Hyper-Heuristics for Solving the Knapsack Problem

PATTERN RECOGNITION

IF7.6

2018-05-25

PREAI

Duhart, Bronson; Camarena, Fernando; Carlos Ortiz-Bayliss, Jose; Amaya, Ivan; Terashima-Marin, Hugo

研究方向