Dalila Durães

80 papers B 1C 6Misc 13Journal 12Unranked 41
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring Transfer Learning's Impact on the Explainability of Deep Learning Models for Wastewater Treatment Plants' Biogas Production.
Expert Syst. J. Knowl. Eng.
Pedro Oliveira, Afonso Bessa, João Pereira, Sérgio Silva, Maria Salomé Duarte, Dalila Durães, Paulo Novais
2025 — conf
Ambient Intelligence Integration in Vocational Education: Evaluating Smart Learning Environments for Digital Skills Development.
HAIS (1)
Ana Costa, Dalila Durães
2025 J jnl
Applying multisensor in-car situations to detect violence.
Expert Syst. J. Knowl. Eng.
Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Niklas Hammerschmidt, Paulo Novais
2025 J jnl
Behaviour of Machine Learning algorithms in the classification of energy consumption in school buildings.
Log. J. IGPL
José Machado, António Chaves, Larissa Montenegro, Carlos Alves, Dalila Durães, Ricardo Machado, Paulo Novais
2025 Misc conf
Explainable Artificial Intelligence for Audio-based Detection of Emergency Vehicles.
IE
Sara Balderas-Díaz, Gabriel Guerrero-Contreras, Andrés Muñoz, Dalila Durães, Paulo Novais
2025 J jnl
Incdualpathnet : a hybrid architecture proposal for predicting energy production in a wastewater treatment plants.
Neural Comput. Appl.
Pedro Oliveira, Francisco Supino Marcondes, Maria Salomé Duarte, Dalila Durães, Cristina Gonçalves, Gilberto Martins, Paulo Novais
2025 J jnl
Multimodal object detection: an architecture using feature-level fusion and deep learning.
Neural Comput. Appl.
Rui Silva, Eduardo Coelho, Nuno Pimenta, Dalila Durães, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais, Pedro Melo-Pinto
2025 — book
Natural Language Analytics with Generative Large-Language Models - A Practical Approach with Ollama and Open-Source LLMs
Francisco Supino Marcondes, Adelino Gala, Renata Magalhães, Fernando Perez de Britto, Dalila Durães, Paulo Novais
2024 — conf
A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education.
IDEAL (2)
Renata Magalhães, Dalila Durães, António Costa, José Machado, Paulo Novais
2024 — conf
A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments.
ISAmI
Pedro Oliveira, Antonio Díaz-Longueira, Francisco Supino Marcondes, Dalila Durães, José Luís Calvo-Rolle, Esteban Jove, Paulo Novais
2024 C conf
AI-Driven Educational Transformation in Secondary Schools: Leveraging Data Insights for Inclusive Learning Environments.
EDUCON
Dalila Durães, Rita M. A. Bezerra, Paulo Novais
2024 — conf
Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant.
WorldCIST (2)
Pedro Oliveira, Francisco Supino Marcondes, M. Salomé Duarte, Dalila Durães, Gilberto Martins, Paulo Novais
2024 — conf
Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting.
IDEAL (1)
Pedro Oliveira, Francisco Franco, Afonso Bessa, Dalila Durães, Paulo Novais
2024 — conf
Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance.
EPIA (1)
Dalila Durães, Beatriz Lacerda, Rita M. A. Bezerra, Paulo Novais
2023 J jnl
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
António Linhares Silva, Pedro Oliveira, Dalila Durães, Duarte Fernandes, Rafael Névoa, João Monteiro, Pedro Melo-Pinto, José Machado, Paulo Novais
2023 — conf
Data Fusion for Prediction of Variations in Students Grades.
IWANN (2)
Renata Teixeira, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais
2023 C conf
Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -.
IDEAL
Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais
2023 — ed.
Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection - International Workshops of PAAMS 2023, Guimaraes, Portugal, July 12-14, 2023, Proceedings
PAAMS (Workshops)
Dalila Durães, Alfonso González-Briones, Marin Lujak, Alia El Bolock, João Carneiro
2023 Misc ed.
Methodologies and Intelligent Systems for Technology Enhanced Learning, 13th International Conference, MIS4TEL 2023, Guimaraes, Portugal, 12-14 July 2023.
MIS4TEL
Marcelo Milrad, Nuno Otero, María Cruz Sánchez Gómez, Juan José Mena Marcos, Dalila Durães, Filippo Sciarrone, Claudio Alvarez-Gómez, Manuel Rodrigues, Pierpaolo Vittorini, Rosella Gennari, Tania Di Mascio, Marco Temperini, Fernando De la Prieta
2023 — ed.
Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops, 12th International Conference, MIS4TEL 2022, L'Avila, Italy, 13-15 July 2022.
MIS4TEL (Workshops)
Zuzana Kubincová, Alessandra Melonio, Dalila Durães, Davide Rua Carneiro, Mehdi Rizvi, Loreto Lancia
2023 Misc conf
Multi-agent System for Multimodal Machine Learning Object Detection.
HAIS
Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais
2023 Misc conf
Prediction of Students' Grades Based on Non-academic Data.
MIS4TEL
Beatriz Lacerda, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais
2023 — conf
Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School.
EPIA (1)
Sara Guerreiro-Santalla, Dalila Durães, Helen Crompton, Paulo Novais, Francisco Bellas
2023 — conf
Study of Detection Object and People with Radar Technology.
WorldCIST (3)
Hugo Nogueira, Dalila Durães, Paulo Novais
2023 J jnl
Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation.
Int. J. Interact. Multim. Artif. Intell.
Dalila Durães, Bruno Veloso, Paulo Novais
2022 — conf
A Bibliometric Review and Analysis of Traffic Lights Optimization.
ICCSA (Workshops 2)
Gabriela R. Witeck, Ana Maria A. C. Rocha, Gonçalo O. Silva, António Silva, Dalila Durães, José Machado
2022 Misc conf
A Comparison of Automated Time Series Forecasting Tools for Smart Cities.
EPIA
Pedro José Pereira, Nuno Costa, Margarida Barros, Paulo Cortez, Dalila Durães, António Silva, José Machado
2022 — conf
A Systematic Review on Student Failure Prediction.
MIS4TEL (Workshops)
Bruno Veloso, Maria Araújo Barbosa, Hugo Faria, Francisco Supino Marcondes, Dalila Durães, Paulo Novais
2022 — conf
Analysis of Machine Learning Algorithms for Violence Detection in Audio.
PAAMS (Workshops)
Bruno Veloso, Dalila Durães, Paulo Novais
2022 Misc conf
Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models.
EPIA
Pedro Pereira, António Silva, Rui Machado, João Silva, Dalila Durães, José Machado, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes
2022 — conf
Crowdsensing on Smart Cities: A Systematic Review.
IBERAMIA
Rui Miranda, Vasco Ramos, Eduarda Ribeiro, Carla Rodrigues, António Silva, Dalila Durães, César Analide, António Abelha, José Machado
2022 C conf
EduBot: A Proof-of-Concept for a High School Motivational Agent.
IDEAL
Hugo Faria, Maria Araújo Barbosa, Bruno Veloso, Francisco Supino Marcondes, Celso Lima, Dalila Durães, Paulo Novais
2022 — ed.
Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection - International Workshops of PAAMS 2022, L'Aquila, Italy, July 13-15, 2022, Proceedings
PAAMS (Workshops)
Alfonso González-Briones, Ana Almeida, Alberto Fernández, Alia El Bolock, Dalila Durães, Jaume Jordán, Fernando Lopes
2022 — conf
Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments.
SGAI Conf.
Regina Sousa, Daniela Oliveira, Dalila Durães, Cristiana Neto, José Machado
2022 — conf
MentaLex: A Mental Processes Lexicon Based on the Essay Dataset.
SGAI Conf.
Francisco Supino Marcondes, Maria Araújo Barbosa, Ricardo Queiroz, Luis Brito, Adelino Gala, Dalila Durães
2022 — conf
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization.
WorldCIST (1)
Carlos Monteiro, Dalila Durães
2022 — conf
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem.
ICCSA (Workshops 2)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
2022 Misc conf
Survey for Big Data Platforms and Resources Management for Smart Cities.
HAIS
Carlos Alves, António Chaves, Carla Rodrigues, Eduarda Ribeiro, António Silva, Dalila Durães, José Machado, Paulo Novais
2022 — conf
Survey for Smart and Adaptative Education.
ICETM
Rita M. A. Bezerra, Dalila Durães, Paulo Novais
2022 — conf
Sustainable and Social Energy on Smart Cities: Systematic Review.
ARTIIS (2)
Regina Sousa, Diogo Lopes, António Silva, Dalila Durães, Hugo Peixoto, José Machado, Paulo Novais
2022 — conf
Traffic Light Optimization of an Intersection: A Portuguese Case Study.
OL2A
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
2021 C conf
A Profile on Twitter Shadowban: An AI Ethics Position Paper on Free-Speech.
IDEAL
Francisco Supino Marcondes, Adelino Gala, Dalila Durães, Fernando Moreira, José João Almeida, Vania Baldi, Paulo Novais
2021 — conf
A Simple Strategy for Choosing Network Structures in a Object Detection Project with Transfer Learning.
PAAMS (Workshops)
Laercio Sartori, Dalila Durães, Paulo Novais
2021 Misc conf
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets.
EPIA
Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, José Machado
2021 — conf
Efficient Violence Detection Using Transfer Learning.
PAAMS (Workshops)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Sascha Lange, José Machado, Paulo Novais
2021 — conf
Emotions and Intelligent Tutors.
WorldCIST (1)
Ramón Toala, Dalila Durães, Paulo Novais
2021 — ed.
Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - International Workshops of PAAMS 2021, Salamanca, Spain, October 6-9, 2021, Proceedings
PAAMS (Workshops)
Fernando De la Prieta, Alia El Bolock, Dalila Durães, João Carneiro, Fernando Lopes, Vicente Julián
2021 C conf
In-Car Violence Detection Based on the Audio Signal.
IDEAL
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Niklas Hammerschmidt, Sascha Lange, José Machado, Paulo Novais
2021 — conf
Modelling a Deep Learning Framework for Recognition of Human Actions on Video.
WorldCIST (1)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Marco Gomes, Filipe Gonçalves, Joaquim Fonseca, Jochen Wingbermühle, José Machado, Paulo Novais
2021 — conf
Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach.
SSCT
Francisco Supino Marcondes, Dalila Durães, Marco Gomes, Flávio Arthur O. Santos, José João Almeida, Paulo Novais
2020 — conf
Detection Violent Behaviors: A Survey.
ISAmI
Dalila Durães, Francisco Supino Marcondes, Filipe Gonçalves, Joaquim Fonseca, José Machado, Paulo Novais
2020 — conf
Emotion Analysis in Distance Learning.
ICL (1)
Dalila Durães, Ramón Toala, Paulo Novais
2020 — conf
Emotion Detection Throughout the Speech.
IntelliSys (2)
Manuel Rodrigues, Dalila Durães, Ricardo Santos, Cesar Analide
2020 — conf
Fact-Check Spreading Behavior in Twitter: A Qualitative Profile for False-Claim News.
WorldCIST (2)
Francisco Supino Marcondes, José João Almeida, Dalila Durães, Paulo Novais
2020 Misc conf
In-Vehicle Violence Detection in Carpooling: A Brief Survey Towards a General Surveillance System.
DCAI
Francisco Supino Marcondes, Dalila Durães, Filipe Gonçalves, Joaquim Fonseca, José Machado, Paulo Novais
2020 — conf
Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics.
STAIRS@ECAI
Dalila Durães, Manuel Rodrigues, Paulo Novais
2020 — conf
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data.
IDEAL (2)
Tiago Jesus, Júlio Duarte, Diana Ferreira, Dalila Durães, Francisco Supino Marcondes, Flávio Arthur O. Santos, Marco Gomes, Paulo Novais, Filipe Gonçalves, Joaquim Fonseca, Nicolás F. Lori, António Abelha, José Machado
2019 — ed.
Ambient Intelligence - Software and Applications -, 9th International Symposium on Ambient Intelligence, ISAmI 2018, Toledo, Spain, 20-22 June 2018
ISAmI
Paulo Novais, Jason J. Jung, Gabriel Villarrubia-González, Antonio Fernández-Caballero, Elena Navarro, Pascual González, Davide Carneiro, António Pinto, Andrew T. Campbell, Dalila Durães
2019 J jnl
Enriching behavior patterns with learning styles using peripheral devices.
Knowl. Inf. Syst.
Dalila Durães, Fernando De la Prieta, Paulo Novais
2019 Misc conf
Human-Computer Interaction in Intelligent Tutoring Systems.
DCAI
Ramón Toala, Dalila Durães, Paulo Novais
2019 J jnl
Intelligent tutoring system to improve learning outcomes.
AI Commun.
Dalila Durães, Ramón Toala, Filipe Gonçalves, Paulo Novais
2019 J jnl
Predicting completion time in high-stakes exams.
Future Gener. Comput. Syst.
Davide Carneiro, Paulo Novais, Dalila Durães, José Miguel Pêgo, Nuno J. Sousa
2019 — conf
Student Attention Evaluation System Using Machine Learning for Decision Making.
EPIA (1)
Dalila Durães
2018 — conf
Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities.
IBERAMIA
Ramón Toala, Filipe Gonçalves, Dalila Durães, Paulo Novais
2018 — ch.
Characterize a Human-Robot Interaction: Robot Personal Assistance.
Personal Assistants
Dalila Durães, Javier Bajo, Paulo Novais
2018 J jnl
Characterizing attentive behavior in intelligent environments.
Neurocomputing
Dalila Durães, Davide Carneiro, Amparo Jiménez, Paulo Novais
2018 — conf
Forecasting Student's Preference in E-learning Systems.
SGAI Conf.
Paulo Novais, Filipe Gonçalves, Dalila Durães
2018 J jnl
Modelling a smart environment for nonintrusive analysis of attention in the workplace.
Expert Syst. J. Knowl. Eng.
Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais
2018 — conf
Supervising Attention in an E-Learning System.
ISAmI
Dalila Durães, Javier Bajo, Paulo Novais
2017 Misc conf
Analysis Learning Styles Though Attentiveness.
MIS4TEL
Dalila Durães, Javier Bajo, Paulo Novais
2017 — conf
Assess and Enhancing Attention in Learning Activities.
ICL (1)
Dalila Durães, Javier Bajo, Paulo Novais
2017 — conf
Learning Frequent Behaviors Patterns in Intelligent Environments for Attentiveness Level.
PAAMS (Special Sessions)
Dalila Durães, Catarina Cardoso, Javier Bajo, Paulo Novais
2017 — conf
Modelling an Intelligent Interaction System for Increasing the Level of Attention.
ISAmI
Dalila Durães, David Castro, Javier Bajo, Paulo Novais
2017 — conf
Quantifying the Effects of Learning Styles on Attention.
WorldCIST (2)
Dalila Durães, Cesar Analide, Javier Bajo, Paulo Novais
2016 C conf
Detection of Behavioral Patterns for Increasing Attentiveness Level.
ISDA
Dalila Durães, Sérgio Gonçalves, Davide Carneiro, Javier Bajo, Paulo Novais
2016 Misc conf
Monitoring Level Attention Approach in Learning Activities.
MIS4TEL
Dalila Durães, Amparo Jiménez, Javier Bajo, Paulo Novais
2016 Misc conf
Non-intrusive Monitoring of Attentional Behavior in Teams.
IDC
Davide Carneiro, Dalila Durães, Javier Bajo, Paulo Novais
2016 — conf
Quantifying Attention in Computer-based Tasks.
AfCAI
Davide Carneiro, Dalila Durães, Paulo Novais
2016 B conf
Supervising and Improving Attentiveness in Human Computer Interaction.
Intelligent Environments (Workshops)
Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais
2016 — conf
Using Computer Peripheral Devices to Measure Attentiveness.
PAAMS (Special Sessions)
Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais