José Roberto Ayala Solares

According to our database, José Roberto Ayala Solares authored at least 11 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Editorial.

Hiram Ponce, Lourdes Martínez-Villaseñor, Gregory M. P. O'Hare, José Roberto Ayala Solares

Int. J. Distributed Sens. Networks, 2021

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

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, Gholamreza Salimi Khorshidi

J. Biomed. Informatics, 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

Supervised learning with artificial hydrocarbon networks: an open source implementation and its applications.

José Roberto Ayala Solares, Hiram Ponce

CoRR, 2020

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

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

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

2017

Data mining and machine learning for environmental systems modelling and analysis.

José Roberto Ayala Solares

PhD thesis, 2017

2016

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

2012

Optimal power allocation of a sensor node under different rate constraints.

José Roberto Ayala Solares, Zouheir Rezki, Mohamed-Slim Alouini

Proceedings of IEEE International Conference on Communications, 2012