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