Extreme Learning Machine Models for Classification of the Heart Health State. - Diego Martínez-Pereira; David Zabala-Blanco; Philip Vasquez-Iglesias; Roberto Ahumada-García; Cesar A. Azurdia-Meza; Pablo Palacios Játiva; Julio Barzola-Monteses; Ali Dehghan Firoozabadi (SCCC, 2025)

A Review of Non-Linear Stochastic Optimization Methods for Cardiovascular Disease Management. - Diego Martínez-Pereira; David Zabala-Blanco; Philip Vasquez-Iglesias; Ali Dehghan Firoozabadi; Julio Barzola-Monteses (SCCC, 2025)

Cheetah Optimizer-Driven Hyperparameter Tuning of Multilayer Extreme Learning Machines for Heart Disease Detection. - Hernan Mendez; Philip Vasquez-Iglesias; Julio Rodriguez; David Zabala-Blanco; Diego Martínez-Pereira; Cristobal E. Perez-Ramirez; Amelia E. Pizarro (LASCAS, 2026)