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Fábio Mendonça

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Professor Auxiliar

Universidade da Madeira

Portugal

Research Interests

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Professors in Portugal

Recent Grants

Grant: Open

OPTIMa – Plataforma de Otimização para a Gestão Inteligente do Turismo

Open Date: 2026-02-05

Close Date: 2029-02-04

Grant: Open

eGames Lab

Open Date: 2024-12-01

Close Date: 2026-12-31

Grant: Close

Laboratório de Robótica e Sistemas de Engenharia

Open Date: 2019-01-01

Close Date: 2019-12-31

Grant: Close

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Articles (20)

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2026

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2024

Collaborators (9)

Bruno Miguel Pereira da Silva

Invited Assistant Professor

Universidade da Madeira

PORTUGAL

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Mario Figueiredo

IST Distinguished Professor

Universidade de Lisboa Instituto Superior Técnico

PORTUGAL

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Marko Radeta

Assistant Professor

Universidade da Madeira

PORTUGAL

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Luiz Guerreiro Lopes

Associate Professor

Universidade da Madeira

PORTUGAL

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Liborio Parrino

ITALY

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Fernando Morgado Dias

Associate Professor

Universidade da Madeira

PORTUGAL

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Joaquim Azevedo

Professor

Universidade da Madeira

PORTUGAL

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Filipe Quintal

Professor Auxiliar

Universidade da Madeira

PORTUGAL

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Sheikh Shanawaz Mostafa

FCiências.ID - Associação para a Investigação e Desenvolvimento de Ciências

PORTUGAL

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Fábio Mendonça

Research Interests

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Recent Grants

Articles (20)

Atlas and Updated Rules for the Scoring of Cyclic Alternating Pattern (CAP) in Human Sleep. A Consensus Report by a Taskforce of the European Sleep Research Society

A hybrid reasoning framework for artificial intelligence assessment rubric generation in human and automated contexts: Evidence from an undergraduate programming course

Human-in-the-loop formative assessment with smaller language models: An equivalence testing study in programming education

A multi-stage dataset for banana bunch detection and harvesting decision support

A Large-Scale LoRa Measurement Campaign for Path-Loss Modeling in Urban and Suburban Environments

Comparative analysis and evaluation of YOLO generations for banana bunch detection

Optimizing an LSTM Self-Attention Architecture for Portuguese Sentiment Analysis Using a Genetic Algorithm

A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach

ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models

Multithreaded and GPU-Based Implementations of a Modified Particle Swarm Optimization Algorithm with Application to Solving Large-Scale Systems of Nonlinear Equations

Deep Learning Approaches for Skin Lesion Detection

Deep Learning Enhanced Wind Speed and Direction Forecasting for Airport Regions

Evaluating LLMs for Automated Scoring in Formative Assessments

A deep learning approach for improving spatiotemporal resolution of numerical weather prediction forecasts

Intelligent visibility forecasting at airports: a systematic review

Machine learning system for commercial banana harvesting

A Critical Review of the Propagation Models Employed in LoRa Systems

A comprehensive IoT cloud-based wind station ready for real-time measurements and artificial intelligence integration

Parallel GPU-Acceleration of Metaphorless Optimization Algorithms: Application for Solving Large-Scale Nonlinear Equation Systems

Application of Machine Learning in Plastic Waste Detection and Classification: A Systematic Review

Collaborators (9)

Bruno Miguel Pereira da Silva

Mario Figueiredo

Marko Radeta

Luiz Guerreiro Lopes

Liborio Parrino

Fernando Morgado Dias

Joaquim Azevedo

Filipe Quintal

Sheikh Shanawaz Mostafa

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