Dr. DIEGO ALBERTO OLIVA NAVARRO
Resumen curricular:
En el 2007 obtuvo el grado de Ingeniero en Electronica y Computación por el Centro de Enseñanza Técnica Industrial (CETI) en Guadalajara, México. En el año 2010 se graduó como Maestro en Ciencias en Ingeniería Electronica y Computación en el Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI) de la Universidad de Guadalajara (UDG), en México. En el año 2015 obtuvo el grado de Doctor en Ingeniería Informática por la Universidad Complutense de Madrid (UCM) en España. Desde el 2008 ha centrado sus investigaciones en el desarrollo, implementación y diseño de algoritmos metaheurísticos. Ha publicado diversos trabajos en revistas internacionales, en temas referentes a la optimización y sus implementaciones. Desde el 2015 es miembro de la Academia Mexicana de Computación (AMEXCOMP) y del Instituto de Ingenieros Eléctricos y Electrónicos (IEEE). Desde el 2017 es miembro del Sistema Nacional de Investigadores (SNI) de México, donde en el 2019 obtuvo la distinción de Nivel II. Ha sido editor y autor de diversos libros en editoriales internacionales, es editor asociado y editor invitado para diversas revistas especializadas de alto factor de impacto. Actualmente se desempeña como profesor e investigador en la Universidad de Guadalajara (CUCEI). Además, colabora con universidades mexicanas y extranjeras en diversos proyectos de investigación. Sus principales temas de estudio son: inteligencia artificial, algoritmos de optimización metaheurísticos, optimización multiobjetivo, estimación de parámetros en ingeniería, procesamiento de imágenes y señales digitales.
Enlaces
Perfil de Investigador SNII:
Perfil PRODEP:
Bases de datos bibliográficas:
Publicaciones del académico:
- Machine and deep learning in facial expression recognition: a survey based on facial action units
- An Overlooked Baseline Artifact in Comparing Specialized and Pooled Classifiers
- Learning Differential Evolution Mutation Strategies via Performance-Driven Large Language Models
- Explainable Glaucoma Screening via Optic Disc Localization and Comparative Class Activation Map-Based Analysis
- Jalak Bali Optimization Algorithm: a novel metaheuristic algorithm for Solving Engineering Optimization Problems
- Cendrawasih Bird Optimization Algorithm: A nature-inspired metaheuristic
- Adaptive metaheuristic design using Savage’s minimum regret criterion: a case study in differential evolution
- Motorcycle Parking Availability Monitoring Using YOLOv5 and Mobile-Based Systems
- PySOA: a novel bio-inspired python snake optimization algorithm
- Particle swarm optimization: A survey of innovations over the last 10 years
- ILrLSUMM+: A NER-infused Multi-objective Paradigm to Summarize News in Low-resource Indian Languages
- Power sharing based on starfish optimization algorithm in DC microgrid
- Initialization and Diversity in Optimization Algorithms
- MPLUM: A LLM-Assisted Multi-Objective Prompt Learning for High-Quality English–Urdu Summarization
- MPLUM: A LLM-Assisted Multi-Objective Prompt Learning for High-Quality English–Urdu Summarization
- Editorial: Deep learning for computer vision and measurement systems
- Harnessing the Potential of Artificial Intelligence to Promote Environmental Sustainability
- Design Power System Stabilizer Based on a Novel Improved Red-Tailed Hawk Algorithm
- A Lightweight Neural Network with Replicator-Enhanced Attention Modules for Thermographic Breast Cancer Screening
- Sustainable Energy Management in Smart Cities: Optimizing Smart Grids Using Metaheuristic Algorithms
- Nonlinear Controller Design and its Optimization for Real-Time Implementation for a Servo Motor Drive
- Prompting Evolution: Leveraging LLMs for Automated Mutation Strategy Design in Differential Evolution
- Salp Swarm Algorithm Using Lens Opposition Based Learning and Local Search Algorithm
- Salp Swarm Algorithm Using Lens Opposition Based Learning and Local Search Algorithm
- MPLUM: A LLM-Assisted Multi-Objective Prompt Learning for High-Quality English-Urdu Summarization
- Salp Swarm Algorithm Using Lens Opposition Based Learning and Local Search Algorithm
- Coati Optimization Algorithm
- MPLUM: A LLM-Assisted Multi-Objective Prompt Learning for High-Quality English–Urdu Summarization
- Visual enhancement of chest X-ray scans through metaheuristic-based optimization of Gamma correction and CLAHE
- Power System Stabilizer Optimization Based on Modified Black-Winged Kite Algorithm
- Artificial Intelligence and Machine Learning Algorithms for Engineering Applications
- An Enhanced Position Updating Strategy for Salp Swarm Algorithm to Solve Global Optimization Problems
- Enhancing photovoltaic parameters based on modified puma optimizer
- Multi-population estimation of distribution algorithm for multilevel thresholding in image segmentation
- Evolutionary optimization in VANET services: a comprehensive survey, challenges and futuristic approach
- Pareto-Based Multiobjective Optimisation for JPEG Image Compression
- Evolutionary Self-Adjusting Masi Entropy Thresholding
- Enhancing Neural Network Generalisation with Improved Differential Evolution
- Dynamic comprehensive learning-based dung beetle optimizer using triangular mutation for polyps image segmentation
- Asynchronous Differential Evolution with Lissajous Mutation for Efficient Energy Management of Plug-In Electric Vehicles
- Robust ECG signal classification using spiking neural networks with axonal delays
- Adversarial game optimization: A game-theoretic metaheuristic for efficient complex optimization and engineering applications
- Metaheuristic Algorithm for Smart Grids Problems: A Brief Review
- Non-invasive anemia detection from conjunctiva and sclera images using vision transformer with attention map explainability
- Enhanced differential evolution through chaotic and Euclidean models for solving flexible process planning
- Inaugural Editorial of the Transactions on Swarm and Evolutionary Learning
- Enhanced Flatfoot Classification with Transformer Encoders and Bayesian Optimized SVM Parameters
- Chaotic red-tailed hawk algorithm to optimize parameter power system stabilizer.
- Advanced feature selection approach with Halton-based enhanced adaptive dung beetle algorithm
- Effect of Foot Type on Plantar Pressure Distribution in Healthy Mexicans: Static and Dynamic Pressure Analysis