Publications in collaboration with researchers from Instituto Tecnológico y de Estudios Superiores de Monterrey (11)

2024

  1. Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI

    Proceedings of Machine Learning Research

2022

  1. A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization

    International Journal of Machine Learning and Cybernetics, Vol. 13, Núm. 12, pp. 3743-3772

  2. An optimized Kernel Extreme Learning Machine for the classification of the autism spectrum disorder by using gaze tracking images

    Applied Soft Computing, Vol. 120

  3. Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms

    2022 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

  4. Improving the Convergence and Diversity in Differential Evolution Through a Stock Market Criterion

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Population-based self-adaptive Generalised Masi Entropy for image segmentation: A novel representation

    Knowledge-Based Systems, Vol. 245

2021

  1. An innovative waste management system in a smart city under stochastic optimization using vehicle routing problem

    Soft Computing, Vol. 25, Núm. 8, pp. 6707-6727

2020

  1. Fuzzy simheuristics: Solving optimization problems under stochastic and uncertainty scenarios

    Mathematics, Vol. 8, Núm. 12, pp. 1-19

  2. Improving image thresholding by the type II fuzzy entropy and a hybrid optimization algorithm

    Soft Computing, Vol. 24, Núm. 19, pp. 14885-14905

  3. Use of Deep Learning for Bird Detection to Reduction of Collateral Damage in Fruit Fields

    Advances in Intelligent Systems and Computing

2012

  1. The impact of the model blended learning in the ITTLA

    62nd IIE Annual Conference and Expo 2012