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Dalila Durães: is a researcher at the ALGORITMI Center at the School of Engineering of the University of Minho, Braga, Portugal, where she collaborates with the group ISLab - Synthetic Intelligence lab. She received her degree in Electronics and Computer Science Engineer in 1995, and in 2004 she finished her MSc in Industrial Electronics Engineering in Automation and Robotics at the University of Minho, Portugal. She has two International PhD: one in Education Science in Professor, Curricula and Educations Institutions at University of Granada, Spain; and other in Artificial Intelligence at Technical University of Madrid, Spain. She develops scientific research in the field of Artificial Intelligence, with applications in Intelligent Tutoring Systems, Human-Computer Interaction, Behavioral Analysis, Natural Language Processing, Sentiment Analysis, Human Action Recognition, and the incorporation of AI methods and techniques in these fields. Dalila has authored over 40 publications in peer-reviewed international journals, book chapters and conference proceedings. She is also a member of the editorial board of several international journals. During the last years, she has served as an expert/reviewer of several institutions such as Conference Papers, journal. She was also co-oriented of MSc and PhD students, and she was a member of the jury of the doctoral thesis and MSc thesis. She is a member of the Portuguese Association for Artificial Intelligence (APPIA) and, since January 2020, a member of the association Direction Board. In addition, she is also a member of the Portuguese Robotics Society. She started her career developing scientific research in the field of collaborative learning, e-learning environment, learning activities, and Ambient Intelligent Systems absorbed her interest in the last years.
Identification

Personal identification

Full name
Dalila Alves Durães

Citation names

  • Durães, Dalila Alves
  • Durães, D.

Author identifiers

Ciência ID
CC16-ACB0-94D4
ORCID iD
0000-0002-8313-7023
AuthenticusID
R-000-EE4
Researcher Id
M-6704-2016
Scopus Author Id
57190211866

Email addresses

  • dalila.duraes@algoritmi.uminho.pt (Professional)

Telephones

Mobile phone
  • 939312578 (Personal)

Addresses

  • Universidade do Minho Escola de Engenharia Departamento de Informática / Centro ALGORITMI ISLab - Synthetic Intelligence Lab, Campus Gualtar, 4710-057, Braga, Braga, Portugal (Professional)
  • Quinta de Oleiros, Rua das Carvalheiras, Longos, 4805198, Longos,, Guimarães, Portugal (Personal)

Websites

Knowledge fields

  • Exact Sciences
  • Social Sciences - Educational Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Spanish; Castilian Elementary (A2) Elementary (A2) Beginner (A1) Elementary (A2) Beginner (A1)
Education
Degree Classification
2018/12/19
Concluded
PhD Artificial Intelligence (Doctor)
Major in Artificial Intelligence
Universidad Politécnica de Madrid - Campus de Montegancedo, Spain
"Attention and Engagement in Learning Activities" (THESIS/DISSERTATION)
Outstanding Cum Laudum
2012/11/17
Concluded
Ciências da Educação (Doutoramento)
Major in Curriculum, Profesorado e Instituciones Educativas
Universidad de Granada - Campus de Cartuja, Spain
2012
Concluded
Professorado, Curriculo e Instituiciones Educativas (Doutoramento)
Universidade do Minho, Portugal
"ANÁLISE DE PLATAFORMAS INFORMÁTICAS COMO INSTRUMENTO DE APRENDIZAGEM COLABORATIVA DOS ESTUDANTES DO ENSINO SECUNDÁRIO NO CONCELHO DE GUIMARÃES EM PORTUGAL" (THESIS/DISSERTATION)
Cum Laudum
2004/05/05
Concluded
MSc in Industrial Eletronics (Mestrado)
Major in Automation and Robotics
Universidade do Minho - Campus de Azurém, Portugal
"Sistema de Micromaquinagem Volúmica do Silício para Fabrico de Micro-estruturas" (THESIS/DISSERTATION)
Bom com Distinção
1995/12/04
Concluded
Degree at Electronics and Computer Sciences (Licenciatura)
Universidade Lusíada de Vila Nova de Famalicão Faculdade de Engenharias e Tecnologias, Portugal
12
Affiliation

Science

Category
Host institution
Employer
2022/02/07 - 2022/12/31 Contracted Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal
2020/06/01 - 2021/12/01 Contracted Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal

Teaching in Higher Education

Category
Host institution
Employer
2021/10/04 - 2022/02/28 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/09/20 - 2020/09/19 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2019 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2016 - 2019 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2016/09/16 - 2018/09/15 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017/09/08 - 2018/02/08 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave, Portugal
2017 - 2018 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave, Portugal
2004/09/20 - 2009/08/31 Invited Assistant (Polytechnic Teacher) Instituto Superior de Ciências Educativas de Felgueiras, Portugal
Instituto Superior de Ciências Educativas de Felgueiras, Portugal

Other Careers

Category
Host institution
Employer
1996/09/17 - 2020/05/31 Professor do ensino básico e secundário (Professor do ensino básico e secundário) Escola Secundária de Caldas das Taipas, Portugal
Escola Secundária de Caldas das Taipas, Portugal
Projects

Contract

Designation Funders
2022/02/07 - 2022/12/31 Norte- 01-0145-FEDER-000086
Norte- 01-0145-FEDER-000086
Post-doc
Universidade do Minho Centro ALGORITMI, Portugal
Ongoing
2020/06/01 - 2021/12/31 projeto Easy Ride: Experience is everything
UMINHO/BIPD/2020/05
Post-doc Fellow
Universidade do Minho Centro ALGORITMI, Portugal
Ongoing

Other

Designation Funders
2017 - 2018 RISEWISE – Rise Women with disabilities in Social Engagement
MSCA-RISE-2015
investigadora colaboradora
Universidade do Minho Centro ALGORITMI, Portugal
Concluded
Outputs

Publications

Book
  1. Rodrigues, M.; Durães, D.; Santos, R.; Analide, C.; Rodrigues, M; Durães, D; Santos, R; Analide, C. Emotion Detection Throughout the Speech. 2021.
    10.1007/978-3-030-55187-2_25
  2. Durães, D.; Bajo, J.; Novais, P.. Assess and Enhancing Attention in Learning Activities. 2018.
    10.1007/978-3-319-73210-7_93
  3. Durães, D.; Bajo, J.; Novais, P.. Characterize a human-robot interaction: Robot personal assistance. 2018.
    10.1007/978-3-319-62530-0_8
  4. Durães, D.; Gonçalves, S.; Carneiro, D.; Bajo, J.; Novais, P.; Durães, Dalila; Gonçalves, Sérgio; et al. Detection of behavioral patterns for increasing attentiveness level. Springer. 2017.
    10.1007/978-3-319-53480-0_58
  5. Durães, D.; Bajo, J.; Novais, P.; Durães, Dalila; Bajo, Javier; Novais, Paulo. Analysis learning styles though attentiveness. Springer. 2017.
    10.1007/978-3-319-60819-8_11
  6. Durães, D.; Analide, C.; Bajo, J.; Novais, P.; Durães, Dalila; Analide, Cesar; Bajo, Javier; Novais, Paulo. Quantifying the effects of learning styles on attention. Springer. 2017.
    10.1007/978-3-319-56538-5_72
  7. Durães, D.; Castro, D.; Bajo, J.; Novais, P.; Durães, Dalila; Castro, David; Bajo, Javier; Novais, Paulo. Modelling an intelligent interaction system for increasing the level of attention. Springer. 2017.
    10.1007/978-3-319-61118-1_26
  8. Durães, D.; Cardoso, C.; Bajo, J.; Novais, P.; Cardoso, Catarina; Durães, Dalila; Bajo, Javier; Novais, Paulo. Learning frequent behaviors patterns in intelligent environments for attentiveness level. Springer. 2017.
    10.1007/978-3-319-61578-3_13
  9. Durães, D.; Carneiro, D.; Bajo, J.; Novais, P.; Durães, Dalila; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. Using computer peripheral devices to measure attentiveness. Springer. 2016.
    10.1007/978-3-319-40159-1_12
  10. Durães, D.A.. Gaming and robotics to transforming learning. 2015.
    10.1007/978-3-319-19632-9_7
  11. Trabulo, P.M.; Durães, D.A.; Mendes, P.M.; Garrido, P.J.; Correia, J.H.; Trabulo, Pedro; Durães, Dalila; et al. Spiral inductors on silicon for wireless communications. Trans Tech Publications. 2004.
Book chapter
  1. Tiago Jesus; Júlio Duarte; Diana Ferreira; Dalila Durães; Francisco Marcondes; Flávio Santos; Marco Gomes; et al. "Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data". 549-560. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_53
  2. Paulo Novais; Filipe Gonçalves; Dalila Durães; Novais, Paulo; Gonçalves, Filipe Manuel; Durães, Dalila. "Forecasting Student’s Preference in E-learning Systems". Springer-Verlag, 2018.
    10.1007/978-3-030-04191-5_18
  3. Durães, Dalila; Gonçalves, Sérgio; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Detection of Behavioral Patterns for Increasing Attentiveness Level". Springer, 2017.
    10.1007/978-3-319-53480-0_58
  4. Durães, Dalila; Gonçalves, Sérgio; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Detection of Behavioral Patterns for Increasing Attentiveness Level". Springer, 2017.
    10.1007/978-3-319-53480-0_58
  5. Durães, Dalila. "Management Conflicts in E-Learning Environment". 2016.
    10.4018/978-1-5225-0245-6
  6. Carneiro, Davide; Durães, Dalila; Bajo, Javier; Novais, Paulo. "Quantifying Attention in Computer-based Tasks". 2016.
  7. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Using Computer Peripheral Devices to Measure Attentiveness". Springer, 2016.
    10.1007/978-3-319-40159-1_12
  8. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Supervising and Improving Attentiveness in Human Computer Interaction". IOS Press, 2016.
  9. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Using Computer Peripheral Devices to Measure Attentiveness". Springer, 2016.
    10.1007/978-3-319-40159-1_12
  10. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Supervising and Improving Attentiveness in Human Computer Interaction". IOS Press, 2016.
  11. Carneiro, Davide; Durães, Dalila; Bajo, Javier; Novais, Paulo. "Quantifying Attention in Computer-based Tasks". 2016.
  12. Durães, D.. "Analysis of computing platforms as a Tool for Collaborative learning of Secondary School Students in the Municipality of Guimarães in Portugal: New Perspectives”". In Perspectives in Social Media – a Yearbook, 8. Routledge, 2014.
    Published
Conference paper
  1. Durães, Dalila; Marcondes, Francisco Supino; Gonçalves, Filipe Manuel; Fonseca, Joaquim; Machado, José Manuel; Novais, Paulo. "Detection violent behaviors: A survey". 2021.
    10.1007/978-3-030-58356-9_11
  2. Durães, Dalila; Marcondes, Francisco Supino; Gonçalves, Filipe Manuel; Fonseca, Joaquim; Machado, José Manuel; Novais, Paulo. "Detection violent behaviors: A survey". 2021.
    10.1007/978-3-030-58356-9_11
  3. Toala, R; Duraes, D; Novais, P; Durães, D. "Human-Computer Interaction in Intelligent Tutoring Systems". 2020.
    10.1007/978-3-030-23887-2_7
  4. Durães, Dalila; Marcondes, Francisco Supino; Gonçalves, Filipe Manuel; Fonseca, Joaquim; Machado, José Manuel; Novais, Paulo. "Detection violent behaviors: A survey". 2020.
    10.1007/978-3-030-58356-9_11
  5. Marcondes, Francisco S.; Almeida, J. J.; Durães, Dalila; Novais, Paulo; Marcondes, FS; Almeida, JJ; Durães, D; Novais, P. "Fact-Check spreading behavior in twitter: A qualitative profile for false-claim news". 2020.
    10.1007/978-3-030-45691-7_16
  6. Durães, D; Rodrigues, M; Novais, P. "Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics". 2020.
    10.1007/978-3-319-48829-5_15
  7. Marcondes, FS; Durães, D; Gonçalves, F; Fonseca, J; Machado, J; Novais, P. "In-Vehicle Violence Detection in Carpooling: A Brief Survey Towards a General Surveillance System". 2020.
    10.1007/978-3-030-53036-5_23
  8. Marcondes, Francisco S.; Almeida, J. J.; Durães, Dalila; Novais, Paulo. "Fact-Check spreading behavior in twitter: A qualitative profile for false-claim news". 2020.
    10.1007/978-3-030-45691-7_16
  9. Toala, Ramon; Duraes, Dalila; Novais, Paulo. "Human-computer interaction in intelligent tutoring systems". 2020.
    10.1007/978-3-030-23887-2_7
  10. Jesus, Tiago Rafael Andrade; Duarte, Júlio Miguel Marques; Ferreira, Diana; Durães, Dalila Alves; Marcondes, Francisco Supino; Santos, Flávio Arthur Oliveira; Gomes, Marco Filipe Vieira; et al. "Review of trends in automatic human activity recognition using synthetic audio-visual data". 2020.
    10.1007/978-3-030-62365-4_53
  11. Toala, Ramon; Duraes, Dalila; Novais, Paulo. "Human-computer interaction in intelligent tutoring systems". 2020.
    10.1007/978-3-030-23887-2_7
  12. Jesus, Tiago Rafael Andrade; Duarte, Júlio Miguel Marques; Ferreira, Diana; Durães, Dalila Alves; Marcondes, Francisco Supino; Santos, Flávio Arthur Oliveira; Gomes, Marco Filipe Vieira; et al. "Review of trends in automatic human activity recognition using synthetic audio-visual data". 2020.
    10.1007/978-3-030-62365-4_53
  13. Marcondes, Francisco S.; Almeida, J. J.; Durães, Dalila; Novais, Paulo. "Fact-Check spreading behavior in twitter: A qualitative profile for false-claim news". 2020.
    10.1007/978-3-030-45691-7_16
  14. Durães, D. "Student attention evaluation system using machine learning for decision making". 2019.
    10.1007/978-3-030-30241-2_3
  15. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Supervising attention in an E-learning system". 2019.
    10.1007/978-3-030-01746-0_46
  16. Durães, D. "Student Attention Evaluation System Using Machine Learning for Decision Making". 2019.
    10.1007/978-3-319-48829-5_15
  17. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Supervising attention in an E-learning system". 2019.
    10.1007/978-3-030-01746-0_46
  18. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Supervising attention in an E-learning system". 2019.
    10.1007/978-3-030-01746-0_46
  19. Toala, Ramón; Gonçalves, Filipe Manuel; Durães, Dalila; Novais, Paulo. "Adaptive and intelligent mentoring to increase user attentiveness in learning activities". 2018.
    10.1007/978-3-030-03928-8_12
  20. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Assess and enhancing attention in learning activities". 2018.
    10.1007/978-3-319-73210-7_93
  21. Toala, R; Gonçalves, F; Durães, D; Novais, P; Ramón Toala; Filipe Gonçalves; Dalila Durães; Paulo Novais. "Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities". 2018.
    10.1007/978-3-030-03928-8_12
  22. Toala, Ramón; Gonçalves, Filipe Manuel; Durães, Dalila; Novais, Paulo. "Adaptive and intelligent mentoring to increase user attentiveness in learning activities". 2018.
    10.1007/978-3-030-03928-8_12
  23. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Assess and enhancing attention in learning activities". 2018.
    10.1007/978-3-319-73210-7_93
  24. Novais, Paulo; Gonçalves, Filipe Manuel; Durães, Dalila. "Forecasting student’s preference in E-learning systems". 2018.
    10.1007/978-3-030-04191-5_18
  25. Novais, Paulo; Gonçalves, Filipe Manuel; Durães, Dalila. "Forecasting student’s preference in E-learning systems". 2018.
    10.1007/978-3-030-04191-5_18
  26. Toala, Ramón; Gonçalves, Filipe Manuel; Durães, Dalila; Novais, Paulo. "Adaptive and intelligent mentoring to increase user attentiveness in learning activities". 2018.
    10.1007/978-3-030-03928-8_12
  27. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Assess and enhancing attention in learning activities". 2018.
    10.1007/978-3-319-73210-7_93
  28. Carneiro, Davide Rua; Durães, Dalila; Bajo, Javier; Novais, Paulo; Carneiro, D.; Durães, D.; Bajo, J.; Novais, P.. "Non-intrusive monitoring of attentional behavior in teams". 2017.
    10.1007/978-3-319-48829-5_15
  29. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Analysis learning styles though attentiveness". 2017.
    10.1007/978-3-319-60819-8_11
  30. Durães, Dalila; Cardoso, Catarina; Bajo, Javier; Novais, Paulo. "Learning frequent behaviors patterns in intelligent environments for attentiveness level". 2017.
    10.1007/978-3-319-61578-3_13
  31. Durães, Dalila; Castro, David; Bajo, Javier; Novais, Paulo. "Modelling an intelligent interaction system for increasing the level of attention". 2017.
    10.1007/978-3-319-61118-1_26
  32. Durães, Dalila; Analide, Cesar; Bajo, Javier; Novais, Paulo. "Quantifying the effects of learning styles on attention". 2017.
    10.1007/978-3-319-56538-5_72
  33. Carneiro, Davide Rua; Durães, Dalila; Bajo, Javier; Novais, Paulo. "Non-intrusive monitoring of attentional behavior in teams". 2017.
    10.1007/978-3-319-48829-5_15
  34. Durães, Dalila; Gonçalves, Sérgio; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. "Detection of behavioral patterns for increasing attentiveness level". 2017.
    10.1007/978-3-319-53480-0_58
  35. Durães, Dalila; Gonçalves, Sérgio; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. "Detection of behavioral patterns for increasing attentiveness level". 2017.
    10.1007/978-3-319-53480-0_58
  36. Durães, Dalila; Analide, Cesar; Bajo, Javier; Novais, Paulo. "Quantifying the effects of learning styles on attention". 2017.
    10.1007/978-3-319-56538-5_72
  37. Carneiro, Davide Rua; Durães, Dalila; Bajo, Javier; Novais, Paulo. "Non-intrusive monitoring of attentional behavior in teams". 2017.
    10.1007/978-3-319-48829-5_15
  38. Durães, Dalila; Castro, David; Bajo, Javier; Novais, Paulo. "Modelling an intelligent interaction system for increasing the level of attention". 2017.
    10.1007/978-3-319-61118-1_26
  39. Durães, Dalila; Bajo, Javier; Novais, Paulo. "Analysis learning styles though attentiveness". 2017.
    10.1007/978-3-319-60819-8_11
  40. Durães, Dalila; Cardoso, Catarina; Bajo, Javier; Novais, Paulo. "Learning frequent behaviors patterns in intelligent environments for attentiveness level". 2017.
    10.1007/978-3-319-61578-3_13
  41. Carneiro, D.; Durães, D.; Bajo, J.; Novais, P.. "Quantifying attention in computer-based tasks". 2016.
  42. Durães, Dalila; Jiménez, Amparo; Bajo, Javier; Novais, Paulo; Durães, D.; Jiménez, A.; Bajo, J.; Novais, P.. "Monitoring level attention approach in learning activities". 2016.
    10.1007/978-3-319-40165-2_4
  43. Durães, D; Jiménez, A; Bajo, J; Novais, P. "Monitoring Level Attention Approach in Learning Activities". 2016.
  44. Durães, Dalila; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. "Supervising and improving attentiveness in human computer interaction". 2016.
    10.3233/978-1-61499-690-3-255
  45. Durães, Dalila; Jiménez, Amparo; Bajo, Javier; Novais, Paulo. "Monitoring level attention approach in learning activities". 2016.
    10.1007/978-3-319-40165-2_4
  46. Durães, Dalila; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. "Using computer peripheral devices to measure attentiveness". 2016.
    10.1007/978-3-319-40159-1_12
  47. Durães, Dalila; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. "Supervising and improving attentiveness in human computer interaction". 2016.
    10.3233/978-1-61499-690-3-255
  48. Durães, Dalila; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo. "Using computer peripheral devices to measure attentiveness". 2016.
    10.1007/978-3-319-40159-1_12
  49. Durães, Dalila; Jiménez, Amparo; Bajo, Javier; Novais, Paulo. "Monitoring level attention approach in learning activities". 2016.
    10.1007/978-3-319-40165-2_4
  50. Trabulo, Pedro; Durães, Dalila; Mendes, P. M.; Garrido, Paulo; Correia, J. H.. "Spiral inductors on silicon for wireless communications". 2004.
  51. Trabulo, Pedro; Durães, Dalila; Mendes, P. M.; Garrido, Paulo; Correia, J. H.. "Spiral inductors on silicon for wireless communications". 2004.
  52. Mendes, P. M.; Durães, Dalila; Bartek, M.; Correia, J. H.. "Efficiency improvement of a chip-size antenna for wireless microsystems". 2003.
  53. Mendes, P. M.; Durães, Dalila; Bartek, M.; Correia, J. H.. "Efficiency improvement of a chip-size antenna for wireless microsystems". 2003.
  54. Mendes, P. M.; Durães, Dalila; Bartek, M.; Correia, J. H.. "Efficiency improvement of a chip-size antenna for wireless microsystems". 2003.
Edited book
  1. Durães, D.. “Ambient Intelligence – Software and Applications –, 9th International Symposium on Ambient Intelligence”,. Springer International Publishing. 2019.
    Published • 10.1007/978-3-319-48829-5_15 • Editor
  2. Novais, P; Jung, JJ; González, GV; Caballero, AF; Navarro, E; González, P; Carneiro, D; et al. Ambient Intelligence - Software and Applications -, 9th International Symposium on Ambient Intelligence, ISAmI 2018, Toledo, Spain, 20-22 June 2018. 2019.
    10.1007/978-3-319-48829-5_15
Journal article
  1. Marcondes, Francisco Supino; Durães, Dalila Alves; Santos, Flávio Arthur Oliveira; Almeida, J. J.; Novais, Paulo. "Neural network explainable AI based on paraconsistent analysis: an extension". (2021): http://hdl.handle.net/1822/75830.
    10.3390/electronics10212660
  2. Durães, D; la Prieta, Fd; Novais, P; Duraes, Dalila; de la Prieta, Fernando; Novais, Paulo. "Enriching behavior patterns with learning styles using peripheral devices". Knowl. Inf. Syst. (2019): http://hdl.handle.net/1822/68898.
    Published • 10.1007/s10115-018-1287-6
  3. Carneiro, D; Novais, P; Durães, D; Pêgo, JM; Sousa, N; Carneiro, Davide Rua; Novais, Paulo; et al. "Predicting completion time in high-stakes exams". Future Gener. Comput. Syst. (2019): http://hdl.handle.net/1822/57898.
    10.1016/j.future.2018.01.061
  4. Duraes, Dalila; Toala, Ramon; Gonçalves, Filipe Manuel; Novais, Paulo. "Intelligent tutoring system to improve learning outcomes". (2019): http://hdl.handle.net/1822/68776.
    10.3233/AIC-190624
  5. Duraes, Dalila; de la Prieta, Fernando; Novais, Paulo. "Enriching behavior patterns with learning styles using peripheral devices". (2019): http://hdl.handle.net/1822/68898.
    10.1007/s10115-018-1287-6
  6. Carneiro, Davide Rua; Novais, Paulo; Durães, Dalila; Pego, José Miguel; Sousa, Nuno. "Predicting completion time in high-stakes exams". (2019): http://hdl.handle.net/1822/57898.
    10.1016/j.future.2018.01.061
  7. Carneiro, Davide; Novais, Paulo; Durães, Dalila; Pego, José Miguel; Sousa, Nuno. "Predicting completion time in high-stakes exams". (2019): http://hdl.handle.net/10400.22/18954.
    10.1016/j.future.2018.01.061
  8. Duraes, Dalila; Toala, Ramon; Gonçalves, Filipe Manuel; Novais, Paulo. "Intelligent tutoring system to improve learning outcomes". (2019): http://hdl.handle.net/1822/68776.
    10.3233/AIC-190624
  9. Duraes, Dalila; de la Prieta, Fernando; Novais, Paulo. "Enriching behavior patterns with learning styles using peripheral devices". (2019): http://hdl.handle.net/1822/68898.
    10.1007/s10115-018-1287-6
  10. Carneiro, Davide; Novais, Paulo; Durães, Dalila; Pego, José Miguel; Sousa, Nuno. "Predicting completion time in high-stakes exams". (2019): http://hdl.handle.net/10400.22/18954.
    10.1016/j.future.2018.01.061
  11. Carneiro, Davide Rua; Novais, Paulo; Durães, Dalila; Pego, José Miguel; Sousa, Nuno. "Predicting completion time in high-stakes exams". (2019): http://hdl.handle.net/1822/57898.
    10.1016/j.future.2018.01.061
  12. Durães, Dalila; Carneiro, Davide; Jimenez, Amparo; Novais, Paulo. "Characterizing attentive behavior in intelligent environments". (2018): http://hdl.handle.net/1822/69261.
    10.1016/j.neucom.2017.05.091
  13. Duraes, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo; Dalila Durães; Davide Carneiro; Javier Bajo; Paulo Novais. "Modelling a smart environment for non-intrusive analysis of attention in the workplace". Expert Systems (2018): e12275-e12275. http://hdl.handle.net/1822/69263.
    Published • 10.1111/exsy.12275
  14. Duraes, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Modelling a smart environment for non-intrusive analysis of attention in the workplace". (2018): http://hdl.handle.net/1822/69263.
    10.1111/exsy.12275
  15. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Modelling a smart environment for nonintrusive analysis of attention in the workplace". (2018): http://hdl.handle.net/10400.22/18952.
    10.1111/exsy.12275
  16. Durães, Dalila; Carneiro, Davide; Jiménez, Amparo; Novais, Paulo. "Characterizing attentive behavior in intelligent environments". (2018): http://hdl.handle.net/10400.22/18905.
    10.1016/j.neucom.2017.05.091
  17. Durães, Dalila; Carneiro, Davide; Jimenez, Amparo; Novais, Paulo. "Characterizing attentive behavior in intelligent environments". (2018): http://hdl.handle.net/1822/69261.
    10.1016/j.neucom.2017.05.091
  18. Duraes, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Modelling a smart environment for non-intrusive analysis of attention in the workplace". (2018): http://hdl.handle.net/1822/69263.
    10.1111/exsy.12275
  19. Durães, Dalila; Carneiro, Davide; Jimenez, Amparo; Novais, Paulo. "Characterizing attentive behavior in intelligent environments". (2018): http://hdl.handle.net/1822/69261.
    10.1016/j.neucom.2017.05.091
  20. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Modelling a smart environment for nonintrusive analysis of attention in the workplace". (2018): http://hdl.handle.net/10400.22/18952.
    10.1111/exsy.12275
  21. Durães, Dalila; Carneiro, Davide; Jiménez, Amparo; Novais, Paulo. "Characterizing attentive behavior in intelligent environments". (2018): http://hdl.handle.net/10400.22/18905.
    10.1016/j.neucom.2017.05.091
  22. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo; Carneiro, Davide Rua; Durães, Dalila. "Supervising and Improving Attentiveness in Human Computer Interaction". (2016): http://hdl.handle.net/10400.22/10106.
    10.3233/978-1-61499-690-3-255
  23. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Supervising and Improving Attentiveness in Human Computer Interaction". (2016): http://hdl.handle.net/10400.22/10106.
    10.3233/978-1-61499-690-3-255
  24. Durães, Dalila; Carneiro, Davide; Bajo, Javier; Novais, Paulo. "Supervising and Improving Attentiveness in Human Computer Interaction". (2016): http://hdl.handle.net/10400.22/10106.
    10.3233/978-1-61499-690-3-255
Journal issue
  1. Durães, D.. "Artificial Intelligence and Ambient Intelligence: Innovative paths". Applied Sciences (2021): https://www.mdpi.com/journal/applsci/special_issuesAI.
    Accepted • 10.1007/978-3-319-48829-5_15 • Editor
Newspaper article
  1. Durães, D.; Duraes, D; Toala, R; Goncalves, F; Novais, P; Durães, D; Gonçalves, F. "Intelligent tutoring system to improve learning outcomes", AI Communications, 2019, https://content.iospress.com/articles/ai-communications/aic190624.
    10.3233/aic-190624
Thesis / Dissertation
  1. Durães, D.. "Attentiveness and Engagement in Learning Activities". PhD, 2018. http://oa.upm.es/53795/1/DALILA_ALVES_DURAES.pdf.
    10.1007/978-3-319-48829-5_15
  2. Cardoso, Catarina. "Learning frequent behaviours patterns in intelligent environments for attentiveness level". Master, 2017. http://hdl.handle.net/1822/55659.
  3. Cardoso, Catarina. "Learning frequent behaviours patterns in intelligent environments for attentiveness level". Master, 2017. http://hdl.handle.net/1822/55659.
  4. Durães, D.. "Análise de Plataformas Informáticas como Instrumento de Aprendizagem Colaborativa dos Estudantes do Ensino Secundário no Concelho de Guimarães em Portugal". PhD, 2012.
  5. Durães, D.; Durães, D.. "Sistema de Micromaquinagem Volúmica do Silício para Fabrico de Micro-estruturas". Master, 2004. http://www.degois.pt/visualizador/curriculum.jsp?key=8402185662832005.

Other

Other output
  1. Preface. 2019. Novais, P; Jung, JJ; Villarrubia, G; Fernández Caballero, A; Navarro, E; González, P; Carneiro, D; et al.
    10.1007/978-3-030-01746-0
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2020/12/10 Learning with AI, Learning about AI, and Learning for AI XIV Congresso Internacional de Educação e Inovação, Rumo a uma educação Sustentável
Universidade de Granada (Coimbra, Portugal)
2019/07/12 Perspetivas da Inteligência Artificial na Educação Conferência Mat-Oeste 2019: Matemática na Região Oeste – 12.ª Edição
Instituto Politécnico Leiria (Leiria, Portugal)
2019/05/24 Talk: Attentiveness and Engagement in Learning Activities Talk
University of Salamanca (Salamanca, Spain)
2019/05/14 Desafios da Inteligência Artificial na Educação Conferência Challenges 2019 – XI Conferência Internacional de TIC na Educação
Universidade do Minho (Braga, Portugal)
2019/04/30 Talk: Artificial Intelligence in Education Talk
Universidade de Granada (Granada, Spain)
2019/04/05 Talk: Learning Frequent Behaviors Patterns in Ambient Intelligent Attentiveness Level Talk
Technical University of Valencia (Valencia, Spain)
2019/03/08 Talk: Ambient Intelligent Interaction System for Increasing the Level of Attention Talk
Universidade Politécncia de Madrid (Madrid, Spain)

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2020/10/01 - Current Detect objects with Machine Learning Techniques and Augmented Reality in Smartphone
Co-supervisor
Mestrado em Engenharia Informática (Master)
Universidade do Minho, Portugal
2020/10/01 - Current Spatio-temporal Action Localization with Deep Learning
Co-supervisor
Mestrado em Engenharia Informática (Master)
Universidade do Minho, Portugal
2020/09/30 - Current Realidade Aumentada em Ambientes de Tutoria
Supervisor
Programa Doutoral em Informática (PhD)
Universidade do Minho, Portugal
2018/09/17 - Current Intelligent System Tutoring
Co-supervisor
Programa Doutoral em Informática (PhD)
Universidade do Minho, Portugal
2019 - 2019 Tutoría Inteligente para mejorar los Resultados de Aprendizaje. Un enfoque en Inteligencia Ambiente
Supervisor
Informática (PhD)
Universidade do Minho, Portugal
2016/10/01 - 2018/12/05 Modelling and Intelligent Interaction System for Increasing the Level of Attentiveness and Engagement
Co-supervisor
Mestrado em Engenharia Informática (Master)
Universidade do Minho, Portugal
2016/10/01 - 2018/12/05 Modelling and Intelligent Interaction System for Increasing the Level of Attentiveness and Engagement
Co-supervisor
Mestrado em Engenharia Informática (Master)
Universidade do Minho, Portugal
2018/03/01 - 2018/07/31 VitiAI
Supervisor
Licenciatura em Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016/10/01 - 2017/11/24 Learning Frequent Behaviours Patterns in Intelligent Environments for Attentiveness Level
Co-supervisor
Mestrado em Engenharia Informática (Master)
Universidade do Minho, Portugal
2017/03/01 - 2017/07/31 Rope Skipping Aplicação Móvel e Desktop Rope Skipping
Supervisor
Licenciatura em Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017/03/01 - 2017/07/31 Sistema de Previsão e Análise da Produção Vinícola, Licenciatura em Engenharia Informática
Supervisor
Licenciatura em Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2007/10/16 - 2008/07/31 Criação de Software Educativo com o tema "Como vestem os animais
Supervisor
Pós-Graduação Inovação e Criatividade: as TIC (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2007/10/16 - 2008/07/31 Criação de Software Educativo com o tema "Brincar com figuras geométricas"
Supervisor
Pós-Graduação Inovação e Criatividade: as TIC (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal

Event organisation

Event name
Type of event (Role)
Institution / Organization
2021/02/01 - Current CI Lectures Series of Computational Intelligence Society, Portuguese Chapter (2021/02/24)
Seminar
Computational Intelligence Society, Portuguese Chapter, Portugal
2020/01/04 - 2020/12/31 21st International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020) (2020/11/04 - 2020/11/06)
Conference (Member of the Organising Committee)
Universidade do Minho, Portugal
2019/01/03 - 2019/09/30 Special Session on Artificial Intelligence in Education (AI4Ed) in 19th EPIA 2019 Conference on Artificial Intelligence (2019/09/05 - 2019/09/07)
Workshop (President of the Organising Committee)
Universidade do Minho, Portugal
2017/01/01 - 2017/07/31 MIS4TEL2017 - 4th International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning (MIS4TEL'17) (2017/06/21 - 2017/06/23)
Conference (Member of the Organising Committee)
Instituto Politécnico do Porto, Portugal
2017/01/05 - 2017/06/30 Special Session “on Future Environments and Solutions for Ambient Intelligence (FESAmI) in “ISAMI17 - 8th International Conference on Ambient Intelligence (2017/06/21 - 2017/06/23)
Workshop (President of the Organising Committee)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016/01/04 - 2016/12/31 Special Session “on Future Environments and Solutions for Ambient Intelligence (FESAmI) in “16th International Conference on Intelligent Systems Design and Applications (ISDA’16), (2016/12/12 - 2016/12/15)
Workshop (President of the Organising Committee)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2003/01/04 - 2003/09/30 EUROSENSORS XVII - 17th European Conference on Solid-State Transducers (2003/09/21 - 2003/09/24)
Conference (Member of the Organising Committee)
Universidade do Minho, Portugal

Event participation

Activity description
Type of event
Event name
Institution / Organization
2020/11/23 - 2020/11/24 Foro Global “Educación Conectada
Meeting
Virtual Educa Lisboa
2019/12/18 - 2019/12/20 XII Congreso Internacional de Educación e Innovación
Congress
“XII Congreso Internacional de Educación e Innovación
Universidad de Granada - Campus de Cartuja, Spain
2019/07/05 - 2019/07/07 ISSAI 2019 – First Interdisciplinary Summer School on AI, organized by Associação Portuguesa para a Inteligência Artificial and Associação Espanhola
Meeting
ISSAI 2019 – First Interdisciplinary Summer School on AI
Associação Portuguesa para a Inteligência Artificial, Portugal
2019/01/07 - 2019/01/11 5th International Winter School on Big Data
Meeting
2. 5th International Winter School on Big Data
University of Cambridge Computer Laboratory, United Kingdom
2018/07/02 - 2018/07/05 EAIA 2018, Advanced Sholl on Data Science for Big Data
Meeting
EAIA 2018, Advanced Sholl on Data Science for Big Data
Universidade do Porto, Portugal
2018/06/18 - 2018/06/22 15th International Week, Erasmus+ Programme Staff Mobility for Traineeship
Meeting
15th International Week, Erasmus+ Programme Staff Mobility for Traineeship
Universidad Politécnica de Madrid, Spain
2017/11/17 - 2017/11/18 Winter School on Artificial Intelligence for Games
Meeting
Winter School on Artificial Intelligence for Games
Instituto Politécnico do Cávado e do Ave, Portugal
2016/11/17 - 2016/11/19 EAIA 2016 - Advanced School on Artificial Intelligence for Games
Meeting
EAIA 2016 - Advanced School on Artificial Intelligence for Games
Instituto Politécnico do Cávado e do Ave, Portugal
2016/04/17 - 2016/04/23 “How to make your school more international”, Erasmus+ Key Action 1, Learning Mobility of Individuals
Meeting
“How to make your school more international”, Erasmus+ Key Action 1, Learninf Mobility of Individuals
Erasmus, Spain

Jury of academic degree

Topic
Role
Candidate name (Type of degree)
Institution / Organization
2020/12/15 A Machine Learning Approach to Environmental Sustainability
(Thesis) Main arguer
Carolina Oliveira da Silva (Master)
Universidade do Minho, Portugal
2020/11/17 Deteção de Emoções em argumentos trocados no contexto de tomada de decisão em grupo
(Thesis) Main arguer
João Tiago da Mota Moreira (Master)
Instituto Politécnico do Porto, Portugal
2020/11/12 Benchmarking Deep Learning for Predicting Telecommunications Recurring Problems
(Thesis) Main arguer
Vítor José Ribeiro Castro (Master)
Universidade do Minho, Portugal
2020/05/03 Mobile Learning como Inovación metodológica en la Universidad espanola: Análisis sobre su implementación y estudo de buenas practices docentes
(Thesis) Main arguer
JOSÉ MARÍA ROMERO RODRÍGUEZ (PhD)
Universidad de Granada, Spain
2020/02/03 Arquitectura inteligente edge computing para entornos IoT
Thesis Member
Inés Sittón Candanedo (PhD)
Universidad de Salamanca, Spain
2019/12/14 Extração Automática de Documentos Médicos da Web para Análise Textual
(Thesis) Main arguer
Inês Fraga Gomes (Master)
Universidade do Minho, Portugal
2019/12/14 Análise de Padrões Biométricos para Otimização do Desempenho Académico
(Thesis) Main arguer
João Miguel Amorim Noivo (Master)
Universidade do Minho, Portugal
2019/12/12 On Pattern Recognition of Brain Connectivity in Resting-State Functional MRI
(Thesis) Main arguer
Ana Catarina Salgueiro Cardoso (Master)
Universidade do Minho, Portugal
2019/12/12 Conflict Resolution in Clinical Treatments
(Thesis) Main arguer
Pedro Jos´e Costa de Oliveira (Master)
Universidade do Minho, Portugal
2019/04/30 ANÁLISIS DE COMPETENCIAS DIGITALES ADQUIRIDAS EN EL GRADO DE EDUCACIÓN PRIMARIA Y SU ADECUACIÓN PARA EL DESEMPEÑO DE UNA LABOR DOCENTE DE CALIDAD EN ANDALUCÍA
(Thesis) Main arguer
Antonio Manuel Rodríguez García (PhD)
Editorial Universidad de Granada, Spain
2008/07/20 Criação de Software Educativo com o tema "Aventuras da Digestão – ao serviço das práticas pedagógicas
Supervisor
Pamela Sabrina da Cunha Ferreira (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2008/07/20 Criação de Software Educativo com o tema "Reino Misterioso dos Animais”
Supervisor
Rita Juliana Magalhães da Costa Leite (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2008/07/15 As Tecnologias de Informação e Comunicação como recurso do processo de ensino-aprendizagem da temática
Supervisor
Susana Fernandes Pedrosa (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2008/07/15 Criação de Software Educativo com o tema "Segurança Rodoviária"
Supervisor
Vera Lúcia Marinho Teixeira (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2007/10/01 Criação de Software Educativo com o tema “De que modo será importante explorar o conteúdo programático
Supervisor
Filipa Maria Ferreira Machado (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2006/07/15 Criação de Software Educativo com o tema "Estórias com História”
Supervisor
Bruno Eduardo Ribeiro Ferreira (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2006/07/15 Criação de Software Educativo com o tema "O Rapaz de Bronze"
Supervisor
Francisco José Oliveira Santa Marinha (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2006/07/15 Criação de um website “A minha aldeia – Teixeira”
Supervisor
Maria Elisabete Araújo Costa (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2006/07/15 Criação de Software Educativo com o tema "Recursos Didácticos de Física e Química A"
Supervisor
Paulo Alexandre Brito Gonçalves (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2006/07/15 Criação de Software Educativo com o tema "A Internet e as Empresas"
Supervisor
Susana da Silva Ribeiro (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal
2006/07/11 Criação de um website “Apresentação da EPF - Escola Profissional de Felgueiras”
Supervisor
Vera Lúcia Ribeiro Sampaio (Other)
Instituto Superior de Ciências Educativas de Felgueiras, Portugal

Committee member

Activity description
Role
Institution / Organization
2020/01/01 - 2022/12/31 Member of Diretor Board of the Portuguese Association of Artificial Intelligence
Member
Associação Portuguesa para a Inteligência Artificial, Portugal
2021/01/15 - 2021/03/31 Election Commission of Algoritmi Center
Member
Universidade do Minho Centro ALGORITMI, Portugal
2013/09/01 - 2020/05/05 Magazine Advisor ELO at Francisco de Holanda Training Center, Guimarães, Portugal
Member
Centro de Formação Francisco de Holanda, Portugal
2005/10/07 - 2009/07/31 Pos-graduate Course Inovação e Criatividade: as TIC
Coordinator
Instituto Superior de Ciências Educativas de Felgueiras, Portugal

Conference scientific committee

Conference name Conference host
2017/10/04 - Current International Conference on Ambient Intelligence (ISAMI)
2015/11/03 - Current International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning (MIS4TEL)

Consulting

Activity description Institution / Organization
2015/02/03 - 2019/12/31 Technical-scientific consultant in the automation and improvement of processes related to the organization, in Cooperativa Agrícola Concelhia de Guimarães Cooperativa Agrícola Concelhia de Guimarães, Portugal
2015/01/04 - 2019/12/31 Technical-scientific consultant in the development of processes related to the organization of events, in the Associação Cultural Ó da Casa Associação Cultural Ó da Casa, Portugal

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2020/11/03 - Current MOOC Mergulho na sala de aula - A IA com os alunos MOOC de Inteligência Artificial, 2020 (Outros)

Journal scientific committee

Journal title (ISSN) Publisher
2020/02/01 - Current Electronics Journal MDPI
2020/01/04 - Current Symmetry Journal MDPI
2019/04/01 - Current Expert Systems Journal Wiley
2019/01/03 - Current Applied Sciences Journal MDPI
Distinctions

Award

2019 Best Paper Application Award
16th International Conference on Distributed Computing and Artificial Intelligence, Spain
2017 Honorable Mention in the National Short Video Competition "Imagens Contra a Corrupção”
Prevenção Portuguesa Contra a Corrupção do Tribunal de Contas, Portugal
2016 1st Prize in the National Video Contest
SIC Esperança , Portugal
2016 1st Prize in the National Short Video Competition "Imagens Contra a Corrupção"
Prevenção Portuguesa Contra a Corrupção do Tribunal de Contas, Portugal
2015 Honorable Mention in the National Short Video Competition "Imagens Contra a Corrupção”
Prevenção Portuguesa Contra a Corrupção do Tribunal de Contas, Portugal
2013 Honorable Mention in the National Short Video Competition "Imagens Contra a Corrupção”
Prevenção Portuguesa Contra a Corrupção do Tribunal de Contas, Portugal