Catarina Helena Branco Simoes da Silva
AuthID: R-000-3H4
1
TÃTULO: Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets Full Text
AUTORES: Bernardete Ribeiro ; Antunes, Francisco; Dylan Perdigão ; Silva, Catarina;
PUBLICAÇÃO: 2025, FONTE: PATTERN RECOGNITION LETTERS, VOLUME: 189
AUTORES: Bernardete Ribeiro ; Antunes, Francisco; Dylan Perdigão ; Silva, Catarina;
PUBLICAÇÃO: 2025, FONTE: PATTERN RECOGNITION LETTERS, VOLUME: 189
2
TÃTULO: Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
AUTORES: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro ;
PUBLICAÇÃO: 2025, FONTE: 27th Iberoamerican Congress on Pattern Recognition-CIARP-Annual in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2024, PT II, VOLUME: 15369
AUTORES: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro ;
PUBLICAÇÃO: 2025, FONTE: 27th Iberoamerican Congress on Pattern Recognition-CIARP-Annual in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2024, PT II, VOLUME: 15369
3
TÃTULO: A Multidimensional Taxonomy for Recent Trends in Explainable Artificial Intelligence
AUTORES: Carvalho, Isabel; Oliveira, Hugo Goncalo; Silva, Catarina;
PUBLICAÇÃO: 2025, FONTE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
AUTORES: Carvalho, Isabel; Oliveira, Hugo Goncalo; Silva, Catarina;
PUBLICAÇÃO: 2025, FONTE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
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TÃTULO: A Divide-and-Conquer Approach for Container License Plate Detection Using Multi-frame Analysis
AUTORES: Geirinhas, Joao Pedro; Estima, Jacinto; Silva, Catarina;
PUBLICAÇÃO: 2025, FONTE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
AUTORES: Geirinhas, Joao Pedro; Estima, Jacinto; Silva, Catarina;
PUBLICAÇÃO: 2025, FONTE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
5
TÃTULO: Label synchronization strategies for hybrid federated learning
AUTORES: Rosero, Raul Llasag; Silva, Catarina; Bernardete Ribeiro; Albisser, Melania; Brutsche, Martin; Chao, Manuel Arias;
PUBLICAÇÃO: 2025, FONTE: RELIABILITY ENGINEERING & SYSTEM SAFETY, VOLUME: 256
AUTORES: Rosero, Raul Llasag; Silva, Catarina; Bernardete Ribeiro; Albisser, Melania; Brutsche, Martin; Chao, Manuel Arias;
PUBLICAÇÃO: 2025, FONTE: RELIABILITY ENGINEERING & SYSTEM SAFETY, VOLUME: 256
INDEXADO EM: 
Scopus 
WOS 
DBLP
Scopus WOS DBLP6
TÃTULO: Physical Computing as a Way to Motivate Students Toward a STEM Career
AUTORES: Marcelino, Maria Jose; Silva, Paula Alexandra; Silva, Catarina; Cruz, Tiago; Alberto Cardoso ;
PUBLICAÇÃO: 2025, FONTE: 27th International Conference on Interactive Collaborative Learning-ICL in FUTUREPROOFING ENGINEERING EDUCATION FOR GLOBAL RESPONSIBILITY, ICL2024, VOL 3, VOLUME: 1280
AUTORES: Marcelino, Maria Jose; Silva, Paula Alexandra; Silva, Catarina; Cruz, Tiago; Alberto Cardoso ;
PUBLICAÇÃO: 2025, FONTE: 27th International Conference on Interactive Collaborative Learning-ICL in FUTUREPROOFING ENGINEERING EDUCATION FOR GLOBAL RESPONSIBILITY, ICL2024, VOL 3, VOLUME: 1280
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TÃTULO: Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats
AUTORES: Dylan Perdigão; Francisco Antunes; Catarina Silva; Bernardete Ribeiro;
PUBLICAÇÃO: 2025, FONTE: 12th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2025 in Pattern Recognition and Image Analysis - 12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part I, VOLUME: 15937
AUTORES: Dylan Perdigão; Francisco Antunes; Catarina Silva; Bernardete Ribeiro;
PUBLICAÇÃO: 2025, FONTE: 12th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2025 in Pattern Recognition and Image Analysis - 12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part I, VOLUME: 15937
8
TÃTULO: Interpretability and Explainability of Machine Learning Models: Achievements and Challenges
AUTORES: Henriques, J. ; Rocha, T. ; de Carvalho, P.; Silva, C.; Paredes, S. ;
PUBLICAÇÃO: 2024, FONTE: 5th International Conference on Biomedical and Health Informatics (ICBHI) in INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS 2022, ICBHI 2022, VOLUME: 108
AUTORES: Henriques, J. ; Rocha, T. ; de Carvalho, P.; Silva, C.; Paredes, S. ;
PUBLICAÇÃO: 2024, FONTE: 5th International Conference on Biomedical and Health Informatics (ICBHI) in INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS 2022, ICBHI 2022, VOLUME: 108
INDEXADO EM: Scopus WOS
Scopus WOS9
TÃTULO: Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization
AUTORES: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro ;
PUBLICAÇÃO: 2024, FONTE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
AUTORES: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro ;
PUBLICAÇÃO: 2024, FONTE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
10
TÃTULO: Forecasting Functional Time Series Using Federated Learning
AUTORES: Raúl Llasag Rosero; Catarina Silva; Bernardete Ribeiro ;
PUBLICAÇÃO: 2023, FONTE: Engineering Applications of Neural Networks - 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14-17, 2023, Proceedings, VOLUME: 1826
AUTORES: Raúl Llasag Rosero; Catarina Silva; Bernardete Ribeiro ;
PUBLICAÇÃO: 2023, FONTE: Engineering Applications of Neural Networks - 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14-17, 2023, Proceedings, VOLUME: 1826
INDEXADO EM: DBLP
DBLP