Florbela P. Fernandes

Polytechnic Institute of Bragança — Portugal

Mathematics · Physical Sciences

8h-index256citations69works1.82yr avg
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Research Topics

Advanced Optimization Algorithms Research(16), Advanced Control Systems Optimization(9), Occupational Health and Safety Research(9), Metaheuristic Optimization Algorithms Research(8), Advanced Multi-Objective Optimization Algorithms(8)

Publications69 total

A Personalized Math Learning Experience with Clustering and Random Forest Algorithms
Communications in computer and information science·2025
Influence of Habits and Comorbidities on Liver Disease
Communications in computer and information science·2025
Performance Benchmarking of OR-Tools Methods for Capacitated Vehicle Routing Problems with Time Windows
Communications in computer and information science·2025
Predicting the probability of occupational accidents occurrence in a Portuguese retail company
Safety Science·2025· 1 cited
Hybrid Fleet Optimization for Waste Collection: Addressing Urban Constraints Using OR-Tools
SN Computer Science·2025· 1 citedOpen Access
Categorizing Students of the MathE Platform: A Fuzzy Clustering Perspective
Lecture notes in networks and systems·2025
Predicting the Risk of Work Accidents Through Meta-Comparison of Machine Learning Algorithms Combined with Dimensional Reduction Techniques
SSRN Electronic Journal·2025Open Access
On conceptualisation and an overview of learning path recommender systems in e-learning
arXiv (Cornell University)·2024· 1 citedOpen Access
Dataset of mathematics learning and assessment of higher education students using the MathE platform
Data in Brief·2024· 14 citedOpen Access
Angle Assessment for Upper Limb Rehabilitation: A Novel Light Detection and Ranging (LiDAR)-Based Approach
Sensors·2024Open Access
Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector – A Case Study
Communications in computer and information science·2024· 1 cited
Predicting Retail Store Transaction Patterns: A Comparison of ARIMA and Machine Learning Models
Communications in computer and information science·2024· 1 cited
Optimization, Learning Algorithms and Applications
Communications in computer and information science·2024· 2 cited
Exploring Features to Classify Occupational Accidents in the Retail Sector
Communications in computer and information science·2024· 1 citedOpen Access
Comparison Between Single and Multi-objective Clustering Algorithms: MathE Case Study
Communications in computer and information science·2024· 4 cited
Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition
Communications in computer and information science·2024· 3 cited
Assessing the Reliability of AI-Based Angle Detection for Shoulder and Elbow Rehabilitation
Communications in computer and information science·2024· 4 cited
Optimization, Learning Algorithms and Applications
Communications in computer and information science·2024
Fuzzy c-Means as a Decision Support Tool for Liver Disease Diagnosis Based on Data Analysis
Communications in computer and information science·2024· 1 cited
Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System
Sensors·2023· 8 citedOpen Access
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Frequent Co-authors

Maria F. Pacheco(27), Ana I. Pereira(25), José Lima(15), Beatriz Flamia Azevedo(11), M. Fernanda P. Costa(9), Edite M. G. P. Fernandes(9), Ana Maria A. C. Rocha(7), Inês Sena(7), Clara B. Vaz(7), Paulo Leitão(5), Arezki Abderrahim Chellal(5), José Gonçalves(5), Fernando C. Monteiro(5), Andrey Romanenko(5), Ana Cristina Braga(5), Paulo Nováis(5), Carla A. S. Geraldes(4), Felipe G. Silva(4), Lucas Sakurada(3), José Rufino(3)