Dalila Alves Durães | LASI

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.pt

Orcid

0000-0002-8313-7023

Researcher ID

FCT Public Key

J031972O4838

Ciência ID

9,48E+15

Google 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

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

Dalila Alves Durães

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