The usefulness of NLP techniques for predicting peaks in firefighter interventions due to rare events
Cerna, Selene, Guyeux, Christophe, Laiymani, David
Published in Neural computing & applications (01.06.2022)
Published in Neural computing & applications (01.06.2022)
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Journal Article
Predicting Fire Brigades Operational Breakdowns: A Real Case Study
Cerna, Selene, Guyeux, Christophe, Royer, Guillaume, Chevallier, Céline, Plumerel, Guillaume
Published in Mathematics (Basel) (01.08.2020)
Published in Mathematics (Basel) (01.08.2020)
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Journal Article
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities
Arcolezi, Heber H., Cerna, Selene, Couchot, Jean-Francois, Guyeux, Christophe, Makhoul, Abdallah
Published in IEEE transactions on industrial informatics (01.08.2022)
Published in IEEE transactions on industrial informatics (01.08.2022)
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Journal Article
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data
Arcolezi, Héber H., Couchot, Jean-François, Cerna, Selene, Guyeux, Christophe, Royer, Guillaume, Bouna, Béchara Al, Xiao, Xiaokui
Published in Computers & security (01.09.2020)
Published in Computers & security (01.09.2020)
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Journal Article
RISE controller tuning and system identification through machine learning for human lower limb rehabilitation via neuromuscular electrical stimulation
Arcolezi, Héber H., Nunes, Willian R.B.M., de Araujo, Rafael A., Cerna, Selene, Sanches, Marcelo A.A., Teixeira, Marcelo C.M., de Carvalho, Aparecido A.
Published in Engineering applications of artificial intelligence (01.06.2021)
Published in Engineering applications of artificial intelligence (01.06.2021)
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Journal Article
Identifying the knee joint angular position under neuromuscular electrical stimulation via long short-term memory neural networks
Arcolezi, Héber H., Nunes, Willian R. B. M., Cerna, Selene, de Araujo, Rafael A., Sanches, Marcelo Augusto Assunção, Teixeira, Marcelo Carvalho Minhoto, de Carvalho, Aparecido Augusto
Published in Research on biomedical engineering (01.12.2020)
Published in Research on biomedical engineering (01.12.2020)
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Journal Article
Boosting Methods for Predicting Firemen Interventions
Cerna, Selene, Guyeux, Christophe, Arcolezi, Heber H., Royer, Guillaume
Published in 2020 11th International Conference on Information and Communication Systems (ICICS) (01.04.2020)
Published in 2020 11th International Conference on Information and Communication Systems (ICICS) (01.04.2020)
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Conference Proceeding
RISE Controller Tuning and System Identification Through Machine Learning for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation
Arcolezi, Héber H, Willian R B M Nunes, de Araujo, Rafael A, Cerna, Selene, Sanches, Marcelo A A, Teixeira, Marcelo C M, de Carvalho, Aparecido A
Published in arXiv.org (10.05.2021)
Published in arXiv.org (10.05.2021)
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Paper
Journal Article
Long Short-Term Memory for Predicting Firemen Interventions
Nahuis, Selene Leya Cerna, Guyeux, Christophe, Arcolezi, Heber Hwang, Couturier, Raphael, Royer, Guillaume, Lotufo, Anna Diva Plasencia
Published in 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (01.04.2019)
Published in 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (01.04.2019)
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Conference Proceeding
A RISE-based Controller Fine-tuned by an Improved Genetic Algorithm for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation
Arcolezi, Heber Hwang, Nunes, Willian R. B. M., Nahuis, Selene Leya Cerna, Sanches, Marcelo A. A., Teixeira, Marcelo C. M., de Carvalho, Aparecido A.
Published in 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (01.04.2019)
Published in 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (01.04.2019)
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Conference Proceeding