Autonomous Particles Groups for Synchronous-Asynchronous Particle Swarm Optimization. - Arturo Valdivia-Gonzalez; Itzel N. Aranguren-Navarro (LA-CCI, 2018)

An improved Simulated Annealing algorithm based on ancient metallurgy techniques. - Bernardo Morales-Castañeda; Daniel Zaldivar 001; Erik Cuevas; Oscar Maciel-Castillo; Itzel Aranguren; Fernando Fausto (Appl. Soft Comput., 2019)

Improving the segmentation of magnetic resonance brain images using the LSHADE optimization algorithm. - Itzel Aranguren; Arturo Valdivia; Bernardo Morales-Castañeda; Diego Oliva; Mohamed E. Abd Elaziz; Marco Antonio Pérez Cisneros (Biomed. Signal Process. Control., 2021)

Efficient image segmentation through 2D histograms and an improved owl search algorithm. - Andrea H. del Río; Itzel Aranguren; Diego Oliva; Mohamed E. Abd Elaziz; Erik Cuevas (Int. J. Mach. Learn. Cybern., 2021)

Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms. - Bernardo Morales-Castañeda; Oscar Maciel-Castillo; Mario A. Navarro; Itzel Aranguren; Arturo Valdivia; Alfonso Ramos-Michel; Diego Oliva; Salvador Hinojosa (CEC, 2022)

Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms. - Mario A. Navarro; Alfonso Ramos-Michel; Bernardo Morales-Castañeda; Oscar Maciel-Castillo; Itzel Aranguren; Arturo Valdivia; Diego Oliva; Seyed Jalaleddin Mousavirad (CEC, 2022)

An optimized Kernel Extreme Learning Machine for the classification of the autism spectrum disorder by using gaze tracking images. - Angel Gaspar; Diego Oliva; Salvador Hinojosa; Itzel Aranguren; Daniel Zaldivar 001 (Appl. Soft Comput., 2022)

Digital image thresholding by using a lateral inhibition 2D histogram and a Mutated Electromagnetic Field Optimization. - Itzel Aranguren; Arturo Valdivia; Marco Antonio Pérez Cisneros; Diego Oliva; Valentín Osuna-Enciso (Multim. Tools Appl., 2022)

Improved Golden Sine II in Synergy with Non-monopolized Local Search Strategy. - Arturo Valdivia; Itzel Aranguren; Jorge Ramos-Frutos; Ángel Casas-Ordaz; Diego Oliva; Saúl Zapotecas Martínez (MIC (2), 2024)

IDEL: An Improved Differential Evolution with Lissajous Mutation. - Ángel Casas-Ordaz; Arturo Valdivia; Eduardo H. Haro; Diego Oliva; Luis A. Beltran; Itzel Aranguren; Erick Rodríguez-Esparza; Diego Campos-Peña (CEC, 2024)

Adaptability and Efficiency in Population Management: A multi-population CMA-ES Strategy for High-Dimensional Optimization. - Bernardo Morales-Castañeda; Erick Rodríguez-Esparza; Diego Oliva; Mario A. Navarro; Itzel Aranguren; Ángel Casas-Ordaz; Luis A. Beltran; Saúl Zapotecas Martínez (KES, 2024)

Addressing Limitations and Inaccuracy of Diversity Metrics in Evolutionary Algorithms with an Accurate Dimension-Wise Diversity. - Erick Rodríguez-Esparza; Bernardo Morales-Castañeda; Itzel Aranguren; Arturo Valdivia; Mario A. Navarro; Diego Oliva (CEC, 2025)

Multi-population estimation of distribution algorithm for multilevel thresholding in image segmentation. - Jorge Ramos-Frutos; Diego Oliva; Israel Miguel-Andrés; Ángel Casas-Ordaz; Oscar Ramos-Soto; Itzel Aranguren; Saúl Zapotecas Martínez (Neurocomputing, 2025)

Enhancing image thresholding segmentation with a novel hybrid battle royale optimization algorithm. - Ángel Casas-Ordaz; Itzel Aranguren; Diego Oliva; Seyed Jalaleddin Mousavirad; Marco Pérez-Cisneros (Multim. Tools Appl., 2025)