Optimal power allocation of a sensor node under different rate constraints. - José Roberto Ayala Solares; Zouheir Rezki; Mohamed-Slim Alouini (ICC, 2012)

Power Minimization of a Wireless Sensor Node Under Different Rate Constraints. - José Roberto Ayala Solares; Lokman Sboui; Zouheir Rezki; Mohamed-Slim Alouini (IEEE Trans. Signal Process., 2016)

Data mining and machine learning for environmental systems modelling and analysis. - José Roberto Ayala Solares (2017)

Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation. - Abdelaali Hassaïne; Dexter Canoy; José Roberto Ayala Solares; Yajie Zhu; Shishir Rao; Yikuan Li; Kazem Rahimi; Gholamreza Salimi Khorshidi (CoRR, 2019)

BEHRT: Transformer for Electronic Health Records. - Yikuan Li; Shishir Rao; José Roberto Ayala Solares; Abdelaali Hassaïne; Dexter Canoy; Yajie Zhu; Kazem Rahimi; Gholamreza Salimi Khorshidi (CoRR, 2019)

A novel logistic-NARX model as a classifier for dynamic binary classification. - José Roberto Ayala Solares; Hua-Liang Wei; Stephen A. Billings (Neural Comput. Appl., 2019)

Supervised learning with artificial hydrocarbon networks: an open source implementation and its applications. - José Roberto Ayala Solares; Hiram Ponce (CoRR, 2020)

Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation. - Abdelaali Hassaïne; Dexter Canoy; José Roberto Ayala Solares; Yajie Zhu; Shishir Rao; Yikuan Li; Mariagrazia Zottoli; Kazem Rahimi; Gholamreza Salimi Khorshidi (J. Biomed. Informatics, 2020)

Deep learning for electronic health records: A comparative review of multiple deep neural architectures. - José Roberto Ayala Solares; Francesca Elisa Diletta Raimondi; Yajie Zhu; Fatemeh Rahimian; Dexter Canoy; Jenny Tran; Ana Catarina Pinho Gomes; Amir Hossein Payberah; Mariagrazia Zottoli; Milad Nazarzadeh; Nathalie Conrad; Kazem Rahimi; et al. (J. Biomed. Informatics, 2020)

Transfer Learning in Electronic Health Records through Clinical Concept Embedding. - José Roberto Ayala Solares; Yajie Zhu; Abdelaali Hassaïne; Shishir Rao; Yikuan Li; Mohammad Mamouei; Dexter Canoy; Kazem Rahimi; Gholamreza Salimi Khorshidi (CoRR, 2021)

Editorial. - Hiram Ponce; Lourdes Martínez-Villaseñor; Gregory M. P. O'Hare; José Roberto Ayala Solares (Int. J. Distributed Sens. Networks, 2021)