Publications

A. J. Chaves, L. L. Torres, C. Martín, M. Díaz, J. Fernández-Ortega, J. A. Barberá, B. Andreo "A soft sensor open-source methodology for inexpensive monitoring of water quality: A case study of NO₃⁻ concentrations", Journal of Computational Science vol. 85 (2025) 102522

A. J. Chaves, C. Martín, K. S. Kim, A. Shahid, M. Díaz "Federated Learning Meets Blockchain: A Kafka-ML Integration for reliable model training using data streams", (2024) 7677-7686

A. J. Chaves, C. Martín, M. Díaz "Towards flexible data stream collaboration: Federated Learning in Kafka-ML", Internet of Things 25 (2024) 101036

A. J. Chaves, C. Martín, M. Díaz "The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka-ML: A deep-learning performance comparative", Expert Systems vol. 41 (2024) e13287

A. J. Chaves, C. Martín, L. L. Torres, M. Díaz, R. Ruiz-Mata, E. de Gálvez-Montañez, M. Recio, M. Mar Trigo, A. Picornell "Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis", Earth Science Informatics vol. 17 (2023) 699–710

A. J. Chaves, C. Martín, L. L. Torres, E. Soler, M. Díaz "A Methodology for the Development of Soft Sensors with Kafka-ML", (2023) 307-324