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Identificação

Identificação pessoal

Nome completo
Filipe Gonçalves

Nomes de citação

  • Gonçalves, Filipe

Identificadores de autor

Ciência ID
1211-25C8-97AD
ORCID iD
0000-0002-8769-4257
Google Scholar ID
DWWbnvoAAAAJ
Researcher Id
V-3083-2017
Scopus Author Id
35147957100
Formação
Grau Classificação
2024/12
Concluído
 Informática (Doutoramento)
Especialização em Sem especialidade
Universidade do Minho, Portugal
"Human Well-being Monitoring: Intelligent Techniques application for improved Accuracy and Privacy" (TESE/DISSERTAÇÃO)
2016
Concluído
 Engenharia Informática (Mestrado)
Especialização em Sem especialização
Universidade do Minho, Portugal
"Criação de protocolos clínicos para interpretação automática " (TESE/DISSERTAÇÃO)
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2017/03 - 2018/02 Investigador (Investigação) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2017/09 - 2023/02 Professor Auxiliar Convidado (Docente Universitário) Universidade do Minho Departamento de Informática, Portugal

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/06 - Atual Lead Expert for Automated Driving Perception Bosch Engineering GmbH, Alemanha
2021/06 - 2023/06 Solutions Architect for Automated Driving Perception Bosch Engineering GmbH, Alemanha
2018/05 - 2021/06 Deep Learning Specialist Bosch Engineering GmbH, Alemanha
Produções

Publicações

Artigo em conferência
  1. Santos, F.; Durães, D.; Marcondes, F.; Gomes, M.; Gonçalves, F.; Fonseca, J.; Wingbermuehle, J.; Machado, J.; Novais, P.. "Modelling a Deep Learning Framework for Recognition of Human Actions on Video". 2021.
    10.1007/978-3-030-72657-7_10
  2. Pinto, J.R.; Goncalves, T.; Pinto, C.; Sanhudo, L.; Fonseca, J.; Goncalves, F.; Carvalho, P.; Cardoso, J.S.. "Audiovisual Classification of Group Emotion Valence Using Activity Recognition Networks". 2020.
    10.1109/IPAS50080.2020.9334943
  3. Novais, P.; Carneiro, D.; Gonçalves, F.; Pêgo, J.M.. "Ambient intelligent systems the role of non-intrusive approaches". 2017.
    10.5220/0006810900010001
Artigo em revista
  1. Marcondes, F.S.; Duraes, D.; Goncalves, F.; Fonseca, J.; Machado, J.; Novais, P.. "In-vehicle violence detection in carpooling: a brief survey towards a general surveillance system". Distributed Computing and Artificial Intelligence, International Conference. Advances in Intelligent Systems and Computing (AISC 1237) (2021): https://publons.com/wos-op/publon/53281841/.
    10.1007/978-3-030-53036-5_23
  2. Silva, Antonio; Oliveira, Tiago; Goncalves, Filipe; Novais, Paulo. "Enhancing decision making by providing a unified system for computer-interpretable guideline management". Expert Systems (2021): https://publons.com/wos-op/publon/49228503/.
    10.1111/EXSY.12412
  3. Dalila Durães; Francisco S. Marcondes; Filipe Gonçalves; Joaquim Fonseca; José Machado; Paulo Novais. "Detection Violent Behaviors: A Survey". Advances in Intelligent Systems and Computing (2020): https://publons.com/wos-op/publon/53281783/.
    10.1007/978-3-030-58356-9_11
  4. Jesus, T.; Duarte, J.; Ferreira, D.; Duraes, D.; Marcondes, F.; Santos, F.; Gomes, M.; et al. "Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data". Intelligent Data Engineering and Automated Learning - IDEAL. International Conference. Proceedings. Lecture Notes in Computer Science (LNCS 12490) (2020): https://publons.com/wos-op/publon/33380638/.
    10.1007/978-3-030-62365-4_53
  5. Ana Coimbra; Cristiana Neto; Diana Ferreira; Júlio Duarte; Daniela Oliveira; Francini Hak; Filipe Gonçalves; et al. "Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data". Lecture Notes in Computer Science (2020): https://publons.com/wos-op/publon/51562989/.
    10.1007/978-3-030-62365-4_35
  6. Oliveira, Tiago; Goncalves, Filipe; Novais, Paulo; Satoh, Ken; Neves, Jose. "OWL-based acquisition and editing of computer-interpretable guidelines with the CompGuide editor". Expert Systems (2019): https://publons.com/wos-op/publon/27523812/.
    10.1111/EXSY.12276
  7. Duraes, Dalila; Toala, Ramon; Goncalves, Filipe; Novais, Paulo. "Intelligent tutoring system to improve learning outcomes". AI Communications (2019): https://publons.com/wos-op/publon/27523813/.
    10.3233/AIC-190624
  8. Goncalves, F.; Carneiro, D.; Pego, J.; Novais, P.. "Monitoring Mental Stress Through Mouse Behaviour and Decision-Making Patterns". Ambient Intelligence - Software and Applications. Proceedings of the International Symposium on Ambient Intelligence (ISAmI). Advances in Intelligent Systems and Computing (806) (2019): https://publons.com/wos-op/publon/14322619/.
    10.1007/978-3-030-01746-0_5
  9. Albastroiu, Radu; Iova, Anisia; Goncalves, Filipe; Mihaescu, Marian Cristian; Novais, Paulo. "An e-Exam Platform Approach to Enhance University Academic Student's Learning Performance". Studies in Computational Intelligence (2018): https://publons.com/wos-op/publon/15553654/.
    10.1007/978-3-319-99626-4_35
  10. Novais, Paulo; Goncalves, Filipe; Duraes, Dalila. "Forecasting Student's Preference in E-learning Systems". Lecture Notes in Computer Science (2018): https://publons.com/wos-op/publon/44355509/.
    10.1007/978-3-030-04191-5_18
  11. Toala, Ramon; Goncalves, Filipe; Duraes, Dalila; Novais, Paulo. "Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities". Lecture Notes in Computer Science (2018): https://publons.com/wos-op/publon/34009550/.
    10.1007/978-3-030-03928-8_12
  12. Goncalves, Filipe; Carneiro, Davide; Pego, Jose; Novais, Paulo. "X3S: A Multi-modal Approach to Monitor and Assess Stress through Human-computer Interaction". Computer Science and Information Systems (2018): https://publons.com/wos-op/publon/14322625/.
    10.2298/CSIS180115033G
  13. Silva, Antonio; Oliveira, Tiago; Goncalves, Filipe; Neves, Jose; Satoh, Ken; Novais, Paulo. "A Unified System for Clinical Guideline Management and Execution". Advances in Intelligent Systems and Computing (2018): https://publons.com/wos-op/publon/66552048/.
    10.1007/978-3-319-77712-2_76
Livro
  1. Gonçalves, F.; Carneiro, D.; Novais, P.; Pêgo, J.. EUStress: A human behaviour analysis system for monitoring and assessing stress during exams. 2017.
    10.1007/978-3-319-66379-1_13
  2. Gonçalves, F.; Oliveira, T.; Neves, J.; Novais, P.. Compguide: Acquisition and editing of computer-interpretable guidelines. 2017.
    10.1007/978-3-319-56535-4