Federated Learning for Human Activity Recognition on the MHealth Dataset. - Sergio Sanchez; Javier Machacuay; Mario Quinde (ICAISC (1), 2023)

Zero-Shot DDPG Controller Design for Liquid Level Control of a Benchmark Quadruple-Tank Process. - Javier Machacuay; William Ipanaqué (CoDIT, 2024)

Trainable Gaussian-based activation functions for sensor-based human activity recognition. - Javier Machacuay; Mario Quinde (J. Reliab. Intell. Environ., 2024)

LSTM with shallow NNs for indoor temperature long-term predictions in refrigeration systems. - Javier Machacuay; Jose Manrique-Silupu; William Ipanaqué (Neural Comput. Appl., 2025)