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Helder M. Arruda

Helder Moreira Arruda

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affiliation: University of Vale do Rio dos Sinos, Applied Computing Graduate Program, São Leopoldo, Brazil

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2020 – today

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2023
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  - journals/sensors/ArrudaBKBPB23
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Helder Moreira Arruda, Rodrigo Simon Bavaresco, Rafael Kunst, Elvis Fernandes Bugs, Giovani Cheuiche Pesenti, Jorge Luis Victória Barbosa:
Data Science Methods and Tools for Industry 4.0: A Systematic Literature Review and Taxonomy. Sensors 23(11): 5010 (2023)
2021
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Rodrigo Bavaresco, Helder M. Arruda, Eduarda Rocha, Jorge L. V. Barbosa, Guann-Pyng Li:
Internet of Things and occupational well-being in industry 4.0: A systematic mapping study and taxonomy. Comput. Ind. Eng. 161: 107670 (2021)

2010 – 2019

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2019
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Helder M. Arruda, Orlando Ohashi, Jair S. Ferreira Jr., Cleidson R. B. de Souza, Gustavo Pessin:
Exploiting Machine Learning for the Identification of Locomotives' Position in Large Freight Trains. Appl. Artif. Intell. 33(10): 902-912 (2019)
2018
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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, Jing He:
Addressing RFID Misreadings to Better Infer Bee Hive Activity. IEEE Access 6: 31935-31949 (2018)
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Helder M. Arruda, Vera Lucia Imperatriz Fonseca, Paulo A. de Souza, Gustavo Pessin:
Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning. IJCNN 2018: 1-6
2017
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Pedro A. B. Gomes, Eduardo C. de Carvalho, Helder M. Arruda, Paulo A. de Souza, Gustavo Pessin:
Exploiting Recurrent Neural Networks in the Forecasting of Bees' Level of Activity. ICANN (1) 2017: 254-261
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Fernando Gama, Helder M. Arruda, Hanna V. Carvalho, Paulo A. de Souza, Gustavo Pessin:
Improving Our Understanding of the Behavior of Bees Through Anomaly Detection Techniques. ICANN (2) 2017: 520-527

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