publicações selecionadas
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artigo académico
- Incdualpathnet : a hybrid architecture proposal for predicting energy production in a wastewater treatment plants. Expert Systems with Applications. 2025
- Multimodal object detection: an architecture using feature-level fusion and deep learning. Expert Systems with Applications. 2025
- Burnout Risk Profiles in Psychology Students: An Exploratory Study with Machine Learning. Behavioral Sciences. 2025
- Applying multisensor in-car situations to detect violence. Expert Systems. 2025
- Behaviour of Machine Learning algorithms in the classification of energy consumption in school buildings. Logic Journal of the IGPL. 2024
- Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities. Electronics. 2024
- Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant. Lecture Notes in Networks and Systems. 2024
- Computational Affective Knowledge Representation for Agents Located in a Multicultural Environment. Human-centric Computing and Information Sciences. 2024
- Multimodal Image and Radar Object Detection. Logic Journal of the IGPL. 2024
- Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors. Electronics. 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. Buildings. 2023
- Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation. International Journal of Interactive Multimedia and Artificial Intelligence. 2023
- Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD. Electronics. 2022
- A Simple Strategy for Choosing Network Structures in a Object Detection Project with Transfer Learning. AI Communications. 2019
- A Simple Strategy for Choosing Network Structures in a Object Detection Project with Transfer Learning. AI Communications. 2019
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artigo de conferência
- LiDAR Multi-Task BeV model for Semantic Segmentation and Lane Detection 2024
- Survey for Smart and Adaptative Education 2022
- Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization 2022
- Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics. 2020
- Spiral inductors on silicon for wireless communications. Key Engineering Materials. 2004
- Efficiency improvement of a chip-size antenna for wireless microsystems 2003
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capítulo de livro
- Ambient Intelligence Integration in Vocational Education: Evaluating Smart Learning Environments for Digital Skills Development 2026
- Data Fusion and Predictive Modeling for Academic Performance Assessment: A Case Study on Grade Variation 2026
- Fine-Tuned Large Language Models for Inclusive Education Athlete Support: Performance Evaluation and Benchmarking 2026
- A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education. International Journal on Software Tools for Technology Transfer. 2025
- A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments. Lecture Notes in Networks and Systems. 2025
- An Explainable Approach to Predicting Academic Dropout: A Case Study at Faculdade Pernambucana de Saúde 2025
- Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting. International Journal on Software Tools for Technology Transfer. 2025
- Forecasting and AI-Powered Exploration of Student Choices Across Differents Types of Mathematics in Pre-university School 2025
- Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance 2025
- Sentiment Analysis for Academic Interest 2025
- Future of Education on Pre-university Studies 2024
- Study of Detection Object and People with Radar Technology. Lecture Notes in Networks and Systems. 2024
- The Relevance of Deepfakes in the Administration of Criminal Justice. Law, Governance and Technology Series. 2024
- A Conversational Agent for Smart Schooling A Case Study on K-12 Dropout Risk Assessment. Lecture Notes in Networks and Systems. 2023
- Data Fusion for Prediction of Variations in Students Grades. International Journal on Software Tools for Technology Transfer. 2023
- Emotion Extraction from Likert-Scale Questionnaires. International Journal on Software Tools for Technology Transfer. 2023
- Multi-agent System for Multimodal Machine Learning Object Detection. International Journal on Software Tools for Technology Transfer. 2023
- Performance Analysis of Models Used to Predict Failure in Secondary School. Communications in Computer and Information Science. 2023
- Prediction of Students’ Grades Based on Non-academic Data. Lecture Notes in Networks and Systems. 2023
- Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments. International Journal on Software Tools for Technology Transfer. 2022
- MentaLex: A Mental Processes Lexicon Based on the Essay Dataset 2022
- Quantifying Attention in Computer-based Tasks 2016
- Analysis of computing platforms as a Tool for Collaborative learning of Secondary School Students in the Municipality of Guimarães in Portugal: New Perspectives” 2014
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documento
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livro
- Natural Language Analytics with Generative Large-Language Models 2025
- Natural Language Analytics with Generative Large-Language Models 2024
- A Systematic Review on Student Failure Prediction 2023
- Methodologies and Intelligent Systems for Technology Enhanced Learning, 13th International Conference 2023
- Smart Cities Using Crowdsensing and Geoferenced Notifications 2023
- Survey for Big Data Platforms and Resources Management for Smart Cities 2022
- A Bibliometric Review and Analysis of Traffic Lights Optimization 2022
- A Comparison of Automated Time Series Forecasting Tools for Smart Cities 2022
- Analysis of Machine Learning Algorithms for Violence Detection in Audio 2022
- Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models 2022
- Crowdsensing on Smart Cities: A Systematic Review 2022
- EduBot: A Proof-of-Concept for a High School Motivational Agent 2022
- Microblogging Environment Simulator: An Ethical Approach 2022
- On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem 2022
- Sustainable and Social Energy on Smart Cities: Systematic Review 2022
- Traffic Light Optimization of an Intersection: A Portuguese Case Study 2022
- A Profile on Twitter Shadowban: An AI Ethics Position Paper on Free-Speech 2021
- Interdisciplinary Perspectives on Contemporary Conflict Resolution 2016
- Gaming and robotics to transforming learning 2015
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teses
- Análise e previsão de comportamento com base no perfil do utilizador usando algoritmos de machine learning 2024
- Emotion detection in school failure prevention 2024
- Fusão de dados aplicando modelos de machine learning 2024
- Multilanguage chatbot with artificial intelligence for client support 2024
- Análise de algoritmos de machine learning para deteção de violência em áudio 2023
- Modelos de análise preditiva para a tomada de decisão 2023
- Spatio-temporal action localization with Deep Learning 2022
- Tutoría inteligente para mejorar los resultados de aprendizaje: un enfoque en inteligencia ambiente 2022
- Modelling an intelligent interaction system for increasing the level of attentiveness and engagement 2018
- Learning frequent behaviours patterns in intelligent environments for attentiveness level 2017
- Análise de Plataformas Informáticas como Instrumento de Aprendizagem Colaborativa dos Estudantes do Ensino Secundário no Concelho de Guimarães em Portugal 2012
- Sistema de Micromaquinagem Volúmica do Silício para Fabrico de Micro-estruturas 2004