Dalila Durães

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 61

Top Topics

Intelligent Tutoring

Learning Styles

Behavioral Patterns

Top Venues

PAAMS (Workshops)

Publications

Pedro Oliveira, Francisco Supino Marcondes, M. Salomé Duarte, Dalila Durães, Gilberto Martins, Paulo Novais
Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant. WorldCIST (2) (2024)
Dalila Durães, Rita M. A. Bezerra, Paulo Novais
AI-Driven Educational Transformation in Secondary Schools: Leveraging Data Insights for Inclusive Learning Environments. EDUCON (2024)
Hugo Nogueira, Dalila Durães, Paulo Novais
Study of Detection Object and People with Radar Technology. WorldCIST (3) (2023)
António Linhares Silva, Pedro Oliveira, Dalila Durães, Duarte Fernandes, Rafael Névoa, João Monteiro, Pedro Melo-Pinto, José Machado, Paulo Novais
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 23 (14) (2023)
Sara Guerreiro-Santalla, Dalila Durães, Helen Crompton, Paulo Novais, Francisco Bellas
Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School. EPIA (1) (2023)
Beatriz Lacerda, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais
Prediction of Students' Grades Based on Non-academic Data. MIS4TEL (2023)
Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais
Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -. IDEAL (2023)
Dalila Durães, Bruno Veloso, Paulo Novais
Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation. Int. J. Interact. Multim. Artif. Intell. 8 (3) (2023)
Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais
Multi-agent System for Multimodal Machine Learning Object Detection. HAIS (2023)
Renata Teixeira, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais
Data Fusion for Prediction of Variations in Students Grades. IWANN (2) (2023)
Francisco Supino Marcondes, Maria Araújo Barbosa, Ricardo Queiroz, Luis Brito, Adelino Gala, Dalila Durães
MentaLex: A Mental Processes Lexicon Based on the Essay Dataset. SGAI Conf. (2022)
Bruno Veloso, Dalila Durães, Paulo Novais
Analysis of Machine Learning Algorithms for Violence Detection in Audio. PAAMS (Workshops) (2022)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
Traffic Light Optimization of an Intersection: A Portuguese Case Study. OL2A (2022)
Gabriela R. Witeck, Ana Maria A. C. Rocha, Gonçalo O. Silva, António Silva, Dalila Durães, José Machado
A Bibliometric Review and Analysis of Traffic Lights Optimization. ICCSA (Workshops 2) (2022)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem. ICCSA (Workshops 2) (2022)
Carlos Monteiro, Dalila Durães
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization. WorldCIST (1) (2022)
Regina Sousa, Daniela Oliveira, Dalila Durães, Cristiana Neto, José Machado
Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments. SGAI Conf. (2022)
Hugo Faria, Maria Araújo Barbosa, Bruno Veloso, Francisco Supino Marcondes, Celso Lima, Dalila Durães, Paulo Novais
EduBot: A Proof-of-Concept for a High School Motivational Agent. IDEAL (2022)
Pedro Pereira, António Silva, Rui Machado, João Silva, Dalila Durães, José Machado, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes
Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models. EPIA (2022)
Bruno Veloso, Maria Araújo Barbosa, Hugo Faria, Francisco Supino Marcondes, Dalila Durães, Paulo Novais
A Systematic Review on Student Failure Prediction. MIS4TEL (Workshops) (2022)
Carlos Alves, António Chaves, Carla Rodrigues, Eduarda Ribeiro, António Silva, Dalila Durães, José Machado, Paulo Novais
Survey for Big Data Platforms and Resources Management for Smart Cities. HAIS (2022)
Pedro José Pereira, Nuno Costa, Margarida Barros, Paulo Cortez, Dalila Durães, António Silva, José Machado
A Comparison of Automated Time Series Forecasting Tools for Smart Cities. EPIA (2022)
Rita M. A. Bezerra, Dalila Durães, Paulo Novais
Survey for Smart and Adaptative Education. ICETM (2022)
Rui Miranda, Vasco Ramos, Eduarda Ribeiro, Carla Rodrigues, António Silva, Dalila Durães, César Analide, António Abelha, José Machado
Crowdsensing on Smart Cities: A Systematic Review. IBERAMIA (2022)
Regina Sousa, Diogo Lopes, António Silva, Dalila Durães, Hugo Peixoto, José Machado, Paulo Novais
Sustainable and Social Energy on Smart Cities: Systematic Review. ARTIIS (2) (2022)
Laercio Sartori, Dalila Durães, Paulo Novais
A Simple Strategy for Choosing Network Structures in a Object Detection Project with Transfer Learning. PAAMS (Workshops) (2021)
Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, José Machado
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets. EPIA (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Marco Gomes, Filipe Gonçalves, Joaquim Fonseca, Jochen Wingbermühle, José Machado, Paulo Novais
Modelling a Deep Learning Framework for Recognition of Human Actions on Video. WorldCIST (1) (2021)
Francisco Supino Marcondes, Adelino Gala, Dalila Durães, Fernando Moreira, José João Almeida, Vania Baldi, Paulo Novais
A Profile on Twitter Shadowban: An AI Ethics Position Paper on Free-Speech. IDEAL (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Niklas Hammerschmidt, Sascha Lange, José Machado, Paulo Novais
In-Car Violence Detection Based on the Audio Signal. IDEAL (2021)
Ramón Toala, Dalila Durães, Paulo Novais
Emotions and Intelligent Tutors. WorldCIST (1) (2021)
Francisco Supino Marcondes, Dalila Durães, Marco Gomes, Flávio Arthur O. Santos, José João Almeida, Paulo Novais
Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach. SSCT (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Sascha Lange, José Machado, Paulo Novais
Efficient Violence Detection Using Transfer Learning. PAAMS (Workshops) (2021)
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
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data. IDEAL (2) (2020)
Manuel Rodrigues, Dalila Durães, Ricardo Santos, Cesar Analide
Emotion Detection Throughout the Speech. IntelliSys (2) (2020)
Dalila Durães, Manuel Rodrigues, Paulo Novais
Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics. STAIRS@ECAI (2020)
Dalila Durães, Ramón Toala, Paulo Novais
Emotion Analysis in Distance Learning. ICL (1) (2020)
Francisco Supino Marcondes, José João Almeida, Dalila Durães, Paulo Novais
Fact-Check Spreading Behavior in Twitter: A Qualitative Profile for False-Claim News. WorldCIST (2) (2020)
Francisco Supino Marcondes, Dalila Durães, Filipe Gonçalves, Joaquim Fonseca, José Machado, Paulo Novais
In-Vehicle Violence Detection in Carpooling: A Brief Survey Towards a General Surveillance System. DCAI (2020)
Dalila Durães, Francisco Supino Marcondes, Filipe Gonçalves, Joaquim Fonseca, José Machado, Paulo Novais
Detection Violent Behaviors: A Survey. ISAmI (2020)
Dalila Durães, Ramón Toala, Filipe Gonçalves, Paulo Novais
Intelligent tutoring system to improve learning outcomes. AI Commun. 32 (3) (2019)
Dalila Durães
Student Attention Evaluation System Using Machine Learning for Decision Making. EPIA (1) (2019)
Davide Carneiro, Paulo Novais, Dalila Durães, José Miguel Pêgo, Nuno Sousa
Predicting completion time in high-stakes exams. Future Gener. Comput. Syst. 92 (2019)
Dalila Durães, Fernando de la Prieta, Paulo Novais
Enriching behavior patterns with learning styles using peripheral devices. Knowl. Inf. Syst. 60 (3) (2019)
Ramón Toala, Dalila Durães, Paulo Novais
Human-Computer Interaction in Intelligent Tutoring Systems. DCAI (2019)
Paulo Novais, Filipe Gonçalves, Dalila Durães
Forecasting Student's Preference in E-learning Systems. SGAI Conf. (2018)
Dalila Durães, Javier Bajo, Paulo Novais
Supervising Attention in an E-Learning System. ISAmI (2018)
Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais
Modelling a smart environment for nonintrusive analysis of attention in the workplace. Expert Syst. J. Knowl. Eng. 35 (5) (2018)
Dalila Durães, Davide Carneiro, Amparo Jiménez, Paulo Novais
Characterizing attentive behavior in intelligent environments. Neurocomputing 272 (2018)
Ramón Toala, Filipe Gonçalves, Dalila Durães, Paulo Novais
Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities. IBERAMIA (2018)
Dalila Durães, Cesar Analide, Javier Bajo, Paulo Novais
Quantifying the Effects of Learning Styles on Attention. WorldCIST (2) (2017)
Dalila Durães, Javier Bajo, Paulo Novais
Assess and Enhancing Attention in Learning Activities. ICL (1) (2017)
Dalila Durães, David Castro, Javier Bajo, Paulo Novais
Modelling an Intelligent Interaction System for Increasing the Level of Attention. ISAmI (2017)
Dalila Durães, Catarina Cardoso, Javier Bajo, Paulo Novais
Learning Frequent Behaviors Patterns in Intelligent Environments for Attentiveness Level. PAAMS (Special Sessions) (2017)
Dalila Durães, Javier Bajo, Paulo Novais
Analysis Learning Styles Though Attentiveness. MIS4TEL (2017)
Dalila Durães, Amparo Jiménez, Javier Bajo, Paulo Novais
Monitoring Level Attention Approach in Learning Activities. MIS4TEL (2016)
Davide Carneiro, Dalila Durães, Javier Bajo, Paulo Novais
Non-intrusive Monitoring of Attentional Behavior in Teams. IDC (2016)
Davide Carneiro, Dalila Durães, Paulo Novais
Quantifying Attention in Computer-based Tasks. AfCAI (2016)
Dalila Durães, Sérgio Gonçalves, Davide Carneiro, Javier Bajo, Paulo Novais
Detection of Behavioral Patterns for Increasing Attentiveness Level. ISDA (2016)
Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais
Supervising and Improving Attentiveness in Human Computer Interaction. Intelligent Environments (Workshops) (2016)
Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais
Using Computer Peripheral Devices to Measure Attentiveness. PAAMS (Special Sessions) (2016)