Algoritmi | User | Dalila Alves Durães

Dalila Alves Durães

Dalila Alves Durães

At Algoritmi

Senior Researcher with PhD

Member of the CST R&D Group

Member of the ISLab R&D Lab

Academic Degree

PhD

Current Position

Other at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

dalila.duraes@algoritmi.uminho.pt

Orcid

0000-0002-8313-7023

Researcher ID

M-6704-2016

Ciência ID

CC16-ACB0-94D4

Google Scholar

h-index

9

Publications

91

Editorial

1

Citations

278

Q1 / Q2

13

About Me



A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education

2025 | book-chapter

A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments

2025 | book-chapter

Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting

2025 | book-chapter

Forecasting and AI-Powered Exploration of Student Choices Across Differents Types of Mathematics in Pre-university School

2025 | book-chapter

Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance

2025 | book-chapter

LiDAR Multi-Task BeV model for Semantic Segmentation and Lane Detection

2024 | conference-paper

Computational Affective Knowledge Representation for Agents Located in a Multicultural Environment

Human-centric Computing and Information Sciences

2024 | journal-article

Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities

Electronics

2024 | journal-article

Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant

2024 | book-chapter

Future of Education on Pre-university Studies

2024 | book-chapter

Multimodal Image and Radar Object Detection

Logic Journal of the IGPL

2024 | journal-article

Study of Detection Object and People with Radar Technology

2024 | book-chapter

The relevance of deepfakes in the administration of criminal justice

2024 | book-chapter

Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors

Electronics

2023 | journal-article

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

Análise de algoritmos de machine learning para deteção de violência em áudio

2023 | dissertation-thesis

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

Violence detection in audio: evaluating the effectiveness of deep learning models and data augmentation

International Journal of Interactive Multimedia and Artificial Intelligence

2023 | journal-article

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

A comparison of automated time series forecasting tools for smart cities

2022 | other

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

MentaLex: A Mental Processes Lexicon Based on the Essay Dataset

2022 | book-chapter

Microblogging Environment Simulator: An Ethical Approach

2022 | book-chapter

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

Spatio-temporal action localization with Deep Learning

2022 | dissertation-thesis

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

Tutoría inteligente para mejorar los resultados de aprendizaje: un enfoque en inteligencia ambiente

2022 | dissertation-thesis

A profile on Twitter Shadowban: an AI ethics position paper on free-speech

2021 | other

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

CEUR Workshop Proceedings

2016 | conference-paper

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

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

Init End Change Value

A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education

2025 | book-chapter

A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments

2025 | book-chapter

Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting

2025 | book-chapter

Forecasting and AI-Powered Exploration of Student Choices Across Differents Types of Mathematics in Pre-university School

2025 | book-chapter

Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance

2025 | book-chapter

LiDAR Multi-Task BeV model for Semantic Segmentation and Lane Detection

2024 | conference-paper

Computational Affective Knowledge Representation for Agents Located in a Multicultural Environment

Human-centric Computing and Information Sciences

2024 | journal-article

Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities

Electronics

2024 | journal-article

Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant

2024 | book-chapter

Future of Education on Pre-university Studies

2024 | book-chapter

Multimodal Image and Radar Object Detection

Logic Journal of the IGPL

2024 | journal-article

Study of Detection Object and People with Radar Technology

2024 | book-chapter

The relevance of deepfakes in the administration of criminal justice

2024 | book-chapter

Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors

Electronics

2023 | journal-article

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

Análise de algoritmos de machine learning para deteção de violência em áudio

2023 | dissertation-thesis

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

Violence detection in audio: evaluating the effectiveness of deep learning models and data augmentation

International Journal of Interactive Multimedia and Artificial Intelligence

2023 | journal-article

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

A comparison of automated time series forecasting tools for smart cities

2022 | other

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

MentaLex: A Mental Processes Lexicon Based on the Essay Dataset

2022 | book-chapter

Microblogging Environment Simulator: An Ethical Approach

2022 | book-chapter

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

Spatio-temporal action localization with Deep Learning

2022 | dissertation-thesis

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

Tutoría inteligente para mejorar los resultados de aprendizaje: un enfoque en inteligencia ambiente

2022 | dissertation-thesis

A profile on Twitter Shadowban: an AI ethics position paper on free-speech

2021 | other

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

CEUR Workshop Proceedings

2016 | conference-paper

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

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

Start End Term Value