Algoritmi | User | Dalila Alves Durães


Dalila Alves Durães

Dalila Alves Durães
At LASI
Integrated Researcher with PhD
Member of the CALG R&D Unit
Academic Degree
PhD
Current Position
Other at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
dalila.duraes@lasi.iotech.ptOrcid
0000-0002-8313-7023Researcher ID
FCT Public Key
J031972O4838
Ciência ID
9,48E+15Google Scholar
About Me
Dalila Durães: is a Lecturer at the Department of Informatics and a Researcher at the ALGORITMI Centre of the School of Engineering of the University of Minho, Braga, being integrated in the ISLab -Synthetic Intelligence Lab group. She develops scientific research in the area of Artificial Intelligence, with applications in Intelligent Tutoring Systems, Human-Computer Interaction, Behavioural Analysis, Natural Language Processing, Sentiment Analysis, Automatic Recognition of Human Actions (Computer Vision), Automatic Violence Detection. Dalila is the author of more than 60 scientific publications in international peer-reviewed journals, book chapters, books and conferences. She is also a member of the editorial board of several international journals. During the last few years, she has served as an expert/reviewer for several conferences and journals. She is also a supervisor of MSc and PhD students and has been a jury member of several PhD and MSc theses. Dalila is President of the IEEE Computational Intelligence Society, Portuguese Chapter since 2022 and belongs to the governing bodies of the Portuguese Association for Artificial Intelligence (APPIA)(secretary of the General Assembly) since January 2020. In addition, she is also a member of the Portuguese Robotics Society.
Publications (47)
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications
Sensors
2023 | journal-article
A Conversational Agent for Smart Schooling A Case Study on K-12 Dropout Risk Assessment
2023 | book-chapter
A Systematic Review on Student Failure Prediction
2023 | book-chapter
Data Fusion for Prediction of Variations in Students Grades
2023 | book-chapter
Emotion Extraction from Likert-Scale Questionnaires
2023 | book-chapter
Multi-agent System for Multimodal Machine Learning Object Detection
2023 | book-chapter
Performance Analysis of Models Used to Predict Failure in Secondary School
2023 | book-chapter
Prediction of Students’ Grades Based on Non-academic Data
2023 | book-chapter
Smart Cities Using Crowdsensing and Geoferenced Notifications
2023 | book-chapter
Survey for Smart and Adaptative Education
2022 | conference-paper
Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD
Electronics
2022 | journal-article
A Bibliometric Review and Analysis of Traffic Lights Optimization
2022 | book-chapter
Analysis of Machine Learning Algorithms for Violence Detection in Audio
2022 | book-chapter
Crowdsensing on Smart Cities: A Systematic Review
2022 | book-chapter
EduBot: A Proof-of-Concept for a High School Motivational Agent
2022 | book-chapter
Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments
2022 | book-chapter
Microblogging Environment Simulator: An Ethical Approach
2022 | book-chapter
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization
Information Systems and Technologies - WorldCIST 2022, Volume 1, Budva, Montenegro, 12-14 April, 2022.
2022 | conference-paper
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization
2022 | book-chapter
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem
2022 | book-chapter
Survey for Big Data Platforms and Resources Management for Smart Cities
2022 | book-chapter
Sustainable and Social Energy on Smart Cities: Systematic Review
2022 | book-chapter
Traffic Light Optimization of an Intersection: A Portuguese Case Study
2022 | book-chapter
Human-computer interaction in intelligent tutoring systems
Advances in Intelligent Systems and Computing
2020 | book
Enriching behavior patterns with learning styles using peripheral devices
Knowl. Inf. Syst.
2019 | journal-article
Intelligent tutoring system to improve learning outcomes
AI Commun.
2019 | journal-article
Management Conflicts in E-Learning Environment
2016 | book-chapter
Monitoring Level Attention Approach in Learning Activities
Methodologies and Intelligent Systems for Technology Enhanced Learning, 6th International Conference, MIS4TEL 2016, Sevilla, Spain, 1-3 June, 2016
2016 | conference-paper
Monitoring level attention approach in learning activities
Advances in Intelligent Systems and Computing
2016 | book
Quantifying Attention in Computer-based Tasks
2016 | book-chapter
Quantifying attention in computer-based tasks
CEUR Workshop Proceedings
2016 | conference-paper
Supervising and Improving Attentiveness in Human Computer Interaction
2016 | book-chapter
Supervising and Improving Attentiveness in Human Computer Interaction
2016 | journal-article
Using computer peripheral devices to measure attentiveness
Advances in Intelligent Systems and Computing
2016 | book
Gaming and robotics to transforming learning
Advances in Intelligent Systems and Computing
2015 | book
ANALYSIS OF COMPUTING PLATFORMS AS A TOOL FOR COLLABORATIVE LEARNING OF SECONDARY SCHOOL STUDENTS IN THE MUNICIPALITY OF GUIMARÃES IN PORTUGAL: NEW PERSPECTIVES
Perspectives on Social Media: a YearBook
2014 | book-chapter
Analysis of computing platforms as a Tool for Collaborative learning of Secondary School Students in the Municipality of Guimarães in Portugal: New Perspectives
Perspectives in Social Media a Yearbook
2014 | book-chapter
Análise de Plataformas Informáticas como Instrumento de Aprendizagem Colaborativa dos Estudantes do Ensino Secundário no Concelho de Guimarães em Portugal” - a Case Study
Universidad Nacional de Educación A Distancia, Madrid, España
2013 | conference-paper
ANALYSIS OF COMPUTING PLATFORMS AS A TOOL FOR 67 COLLABORATIVE LEARNING OF SECONDARY SCHOOL STUDENTS IN THE MUNICIPALITY OF GUIMARÃES IN PORTUGAL
2013 | conference-paper
Análise de Plataformas Informáticas como Instrumento de Aprendizagem Colaborativa dos Estudantes do Ensino Secundário no Concelho de Guimarães em Portugal
2012 | dissertation-thesis
Educational Collaborative and Emerging Technologies
2009 | conference-paper
NOUVELLES TECHNOLOGIES DANS L'ECOLE SECONDAIRE DE CALDAS DAS TAIPAS – GUIMARÃES – PORTUGAL
2009 | conference-paper
New Technologies at “Escola Secundária de Caldas das Taipas – Guimarães – Portugal”
2008 | conference-paper
Sistema de Micromaquinagem Volúmica do Silício para Fabrico de Micro-estruturas
2004 | dissertation-thesis
Spiral inductors on silicon for wireless communications
Materials Science Forum
2004 | book
Efficiency improvement of a chip-size antenna for wireless microsystems
2003 | conference-paper
Efficiency Improvement of a Chip-Size Antenna for Wireless Microsystems Using Bulk-Micromachining Technology
| conference-paper
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications
Sensors
2023 | journal-article
A Conversational Agent for Smart Schooling A Case Study on K-12 Dropout Risk Assessment
2023 | book-chapter
A Systematic Review on Student Failure Prediction
2023 | book-chapter
Data Fusion for Prediction of Variations in Students Grades
2023 | book-chapter
Emotion Extraction from Likert-Scale Questionnaires
2023 | book-chapter
Multi-agent System for Multimodal Machine Learning Object Detection
2023 | book-chapter
Performance Analysis of Models Used to Predict Failure in Secondary School
2023 | book-chapter
Prediction of Students’ Grades Based on Non-academic Data
2023 | book-chapter
Smart Cities Using Crowdsensing and Geoferenced Notifications
2023 | book-chapter
Survey for Smart and Adaptative Education
2022 | conference-paper
Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD
Electronics
2022 | journal-article
A Bibliometric Review and Analysis of Traffic Lights Optimization
2022 | book-chapter
Analysis of Machine Learning Algorithms for Violence Detection in Audio
2022 | book-chapter
Crowdsensing on Smart Cities: A Systematic Review
2022 | book-chapter
EduBot: A Proof-of-Concept for a High School Motivational Agent
2022 | book-chapter
Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments
2022 | book-chapter
Microblogging Environment Simulator: An Ethical Approach
2022 | book-chapter
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization
Information Systems and Technologies - WorldCIST 2022, Volume 1, Budva, Montenegro, 12-14 April, 2022.
2022 | conference-paper
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization
2022 | book-chapter
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem
2022 | book-chapter
Survey for Big Data Platforms and Resources Management for Smart Cities
2022 | book-chapter
Sustainable and Social Energy on Smart Cities: Systematic Review
2022 | book-chapter
Traffic Light Optimization of an Intersection: A Portuguese Case Study
2022 | book-chapter
Human-computer interaction in intelligent tutoring systems
Advances in Intelligent Systems and Computing
2020 | book
Enriching behavior patterns with learning styles using peripheral devices
Knowl. Inf. Syst.
2019 | journal-article
Intelligent tutoring system to improve learning outcomes
AI Commun.
2019 | journal-article
Management Conflicts in E-Learning Environment
2016 | book-chapter
Monitoring Level Attention Approach in Learning Activities
Methodologies and Intelligent Systems for Technology Enhanced Learning, 6th International Conference, MIS4TEL 2016, Sevilla, Spain, 1-3 June, 2016
2016 | conference-paper
Monitoring level attention approach in learning activities
Advances in Intelligent Systems and Computing
2016 | book
Quantifying Attention in Computer-based Tasks
2016 | book-chapter
Quantifying attention in computer-based tasks
CEUR Workshop Proceedings
2016 | conference-paper
Supervising and Improving Attentiveness in Human Computer Interaction
2016 | book-chapter
Supervising and Improving Attentiveness in Human Computer Interaction
2016 | journal-article
Using computer peripheral devices to measure attentiveness
Advances in Intelligent Systems and Computing
2016 | book
Gaming and robotics to transforming learning
Advances in Intelligent Systems and Computing
2015 | book
ANALYSIS OF COMPUTING PLATFORMS AS A TOOL FOR COLLABORATIVE LEARNING OF SECONDARY SCHOOL STUDENTS IN THE MUNICIPALITY OF GUIMARÃES IN PORTUGAL: NEW PERSPECTIVES
Perspectives on Social Media: a YearBook
2014 | book-chapter
Analysis of computing platforms as a Tool for Collaborative learning of Secondary School Students in the Municipality of Guimarães in Portugal: New Perspectives
Perspectives in Social Media a Yearbook
2014 | book-chapter
Análise de Plataformas Informáticas como Instrumento de Aprendizagem Colaborativa dos Estudantes do Ensino Secundário no Concelho de Guimarães em Portugal” - a Case Study
Universidad Nacional de Educación A Distancia, Madrid, España
2013 | conference-paper
ANALYSIS OF COMPUTING PLATFORMS AS A TOOL FOR 67 COLLABORATIVE LEARNING OF SECONDARY SCHOOL STUDENTS IN THE MUNICIPALITY OF GUIMARÃES IN PORTUGAL
2013 | conference-paper
Análise de Plataformas Informáticas como Instrumento de Aprendizagem Colaborativa dos Estudantes do Ensino Secundário no Concelho de Guimarães em Portugal
2012 | dissertation-thesis
Educational Collaborative and Emerging Technologies
2009 | conference-paper
NOUVELLES TECHNOLOGIES DANS L'ECOLE SECONDAIRE DE CALDAS DAS TAIPAS – GUIMARÃES – PORTUGAL
2009 | conference-paper
New Technologies at “Escola Secundária de Caldas das Taipas – Guimarães – Portugal”
2008 | conference-paper
Sistema de Micromaquinagem Volúmica do Silício para Fabrico de Micro-estruturas
2004 | dissertation-thesis
Spiral inductors on silicon for wireless communications
Materials Science Forum
2004 | book
Efficiency improvement of a chip-size antenna for wireless microsystems
2003 | conference-paper
Efficiency Improvement of a Chip-Size Antenna for Wireless Microsystems Using Bulk-Micromachining Technology
| conference-paper