Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques. - Alexander Ylnner Choquenaira Florez; Lucas C. Scabora; Sihem Amer-Yahia; José Fernando Rodrigues Júnior (CBMS, 2020)

Machine Learning Pipeline for Pulsar Star Dataset. - Alexander Ylnner Choquenaira Florez; Braulio Valentin Sanchez Vinces; Diana Carolina Roca Arroyo; Josimar Edinson Chire Saire; Patricia Batista Franco (CoRR, 2020)

Analysis of ENEM's attendants between 2012 and 2017 using a clustering approach. - Afonso Matheus Sousa Lima; Alexander Florez; Alexis Lescano; João Victor de Oliveira Novaes; Natalia Martins; Caetano Traina Júnior; Elaine P. M. de Sousa; José F. Rodrigues Júnior; Robson L. F. Cordeiro (J. Inf. Data Manag., 2020)

APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention. - Alexander Ylnner Choquenaira Florez; Lucas C. Scabora; Danilo Medeiros Eler; José F. Rodrigues Jr. (CBMS, 2021)

FLoRaSat 2: Simulating Cross-Linked Direct-to-Satellite IoT LEO Constellations. - Alexander Ylnner Choquenaira Florez; Robin Ohs; Juan A. Fraire; Hervé Rivano (ASMS/SPSC, 2025)

On the role of machine learning in satellite internet of things: A survey of techniques, challenges, and future directions. - Alexander Ylnner Choquenaira Florez; Juan A. Fraire; Hannah B. Pasandi; Hervé Rivano (Comput. Networks, 2025)