Dalila Durães

Orcid: 0000-0002-8313-7023

Affiliations:
  • University of Minho, ALGORITMI Center, Portugal
  • Tecnical University of Madrid, Department of Artificial Intelligence, Spain (PhD 2019)
  • University of Granada, Spain (PhD 2012)


According to our database1, Dalila Durães authored at least 63 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant.
Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 2024

2023
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, July, 2023

Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation.
Int. J. Interact. Multim. Artif. Intell., 2023

Study of Detection Object and People with Radar Technology.
Proceedings of the Information Systems and Technologies, 2023

Prediction of Students' Grades Based on Non-academic Data.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2023

Data Fusion for Prediction of Variations in Students Grades.
Proceedings of the Advances in Computational Intelligence, 2023

Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Multi-agent System for Multimodal Machine Learning Object Detection.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School.
Proceedings of the Progress in Artificial Intelligence, 2023

2022
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization.
Proceedings of the Information Systems and Technologies, 2022

Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments.
Proceedings of the Artificial Intelligence XXXIX, 2022

MentaLex: A Mental Processes Lexicon Based on the Essay Dataset.
Proceedings of the Artificial Intelligence XXXIX, 2022

Analysis of Machine Learning Algorithms for Violence Detection in Audio.
Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

Microblogging Environment Simulator: An Ethical Approach.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

Traffic Light Optimization of an Intersection: A Portuguese Case Study.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

A Systematic Review on Student Failure Prediction.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2022

EduBot: A Proof-of-Concept for a High School Motivational Agent.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Survey for Smart and Adaptative Education.
Proceedings of the 2022 5th International Conference on Education Technology Management, 2022

A Bibliometric Review and Analysis of Traffic Lights Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

Crowdsensing on Smart Cities: A Systematic Review.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

Survey for Big Data Platforms and Resources Management for Smart Cities.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models.
Proceedings of the Progress in Artificial Intelligence, 2022

A Comparison of Automated Time Series Forecasting Tools for Smart Cities.
Proceedings of the Progress in Artificial Intelligence, 2022

Sustainable and Social Energy on Smart Cities: Systematic Review.
Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2022

2021
Emotions and Intelligent Tutors.
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Modelling a Deep Learning Framework for Recognition of Human Actions on Video.
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach.
Proceedings of the Sustainable Smart Cities and Territories, 2021

A Simple Strategy for Choosing Network Structures in a Object Detection Project with Transfer Learning.
Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Efficient Violence Detection Using Transfer Learning.
Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

In-Car Violence Detection Based on the Audio Signal.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

A Profile on Twitter Shadowban: An AI Ethics Position Paper on Free-Speech.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets.
Proceedings of the Progress in Artificial Intelligence, 2021

2020
Fact-Check Spreading Behavior in Twitter: A Qualitative Profile for False-Claim News.
Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Detection Violent Behaviors: A Survey.
Proceedings of the Ambient Intelligence - Software and Applications, 2020

Emotion Detection Throughout the Speech.
Proceedings of the Intelligent Systems and Applications, 2020

Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Emotion Analysis in Distance Learning.
Proceedings of the Educating Engineers for Future Industrial Revolutions, 2020

Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics.
Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

In-Vehicle Violence Detection in Carpooling: A Brief Survey Towards a General Surveillance System.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020

2019
Enriching behavior patterns with learning styles using peripheral devices.
Knowl. Inf. Syst., 2019

Predicting completion time in high-stakes exams.
Future Gener. Comput. Syst., 2019

Intelligent tutoring system to improve learning outcomes.
AI Commun., 2019

Student Attention Evaluation System Using Machine Learning for Decision Making.
Proceedings of the Progress in Artificial Intelligence, 2019

Human-Computer Interaction in Intelligent Tutoring Systems.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018
Characterize a Human-Robot Interaction: Robot Personal Assistance.
Proceedings of the Personal Assistants: Emerging Computational Technologies, 2018

Attentiveness and Engagement in Learning Activities.
PhD thesis, 2018

Characterizing attentive behavior in intelligent environments.
Neurocomputing, 2018

Modelling a smart environment for nonintrusive analysis of attention in the workplace.
Expert Syst. J. Knowl. Eng., 2018

Forecasting Student's Preference in E-learning Systems.
Proceedings of the Artificial Intelligence XXXV, 2018

Supervising Attention in an E-Learning System.
Proceedings of the Ambient Intelligence, 2018

Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018

2017
Quantifying the Effects of Learning Styles on Attention.
Proceedings of the Recent Advances in Information Systems and Technologies, 2017

Learning Frequent Behaviors Patterns in Intelligent Environments for Attentiveness Level.
Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017

Analysis Learning Styles Though Attentiveness.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2017

Modelling an Intelligent Interaction System for Increasing the Level of Attention.
Proceedings of the Ambient Intelligence - Software and Applications, 2017

Assess and Enhancing Attention in Learning Activities.
Proceedings of the Teaching and Learning in a Digital World - Proceedings of the 20th International Conference on Interactive Collaborative Learning, 2017

2016
Using Computer Peripheral Devices to Measure Attentiveness.
Proceedings of the Trends in Practical Applications of Scalable Multi-Agent Systems, 2016

Monitoring Level Attention Approach in Learning Activities.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2016

Detection of Behavioral Patterns for Increasing Attentiveness Level.
Proceedings of the Intelligent Systems Design and Applications, 2016

Supervising and Improving Attentiveness in Human Computer Interaction.
Proceedings of the Intelligent Environments 2016, 2016

Non-intrusive Monitoring of Attentional Behavior in Teams.
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016

Quantifying Attention in Computer-based Tasks.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2016), 2016


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