Improving Our Understanding of the Behavior of Bees Through Anomaly Detection Techniques. - Fernando Gama; Helder M. Arruda; Hanna V. Carvalho; Paulo A. de Souza; Gustavo Pessin (ICANN (2), 2017)

Exploiting Recurrent Neural Networks in the Forecasting of Bees' Level of Activity. - Pedro A. B. Gomes; Eduardo C. de Carvalho; Helder M. Arruda; Paulo A. de Souza; Gustavo Pessin (ICANN (1), 2017)

Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning. - Helder M. Arruda; Vera Lucia Imperatriz Fonseca; Paulo A. de Souza; Gustavo Pessin (IJCNN, 2018)

Addressing RFID Misreadings to Better Infer Bee Hive Activity. - Ferry Susanto; Thomas Gillard; Paulo A. de Souza; Benita Vincent; Setia Budi; Auro Almeida; Gustavo Pessin; Helder M. Arruda; Raymond N. Williams; Ulrich Engelke; Peter Marendy; Pascal Hirsch; et al. (IEEE Access, 2018)

Exploiting Machine Learning for the Identification of Locomotives' Position in Large Freight Trains. - Helder M. Arruda; Orlando Ohashi; Jair S. Ferreira Jr.; Cleidson R. B. de Souza; Gustavo Pessin (Appl. Artif. Intell., 2019)

Internet of Things and occupational well-being in industry 4.0: A systematic mapping study and taxonomy. - Rodrigo Bavaresco; Helder M. Arruda; Eduarda Rocha; Jorge L. V. Barbosa; Guann-Pyng Li (Comput. Ind. Eng., 2021)

Data Science Methods and Tools for Industry 4.0: A Systematic Literature Review and Taxonomy. - Helder Moreira Arruda; Rodrigo Simon Bavaresco; Rafael Kunst; Elvis Fernandes Bugs; Giovani Cheuiche Pesenti; Jorge Luis Victória Barbosa (Sensors, 2023)