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: A Multidimensional Taxonomy for Recent Trends in Explainable Artificial Intelligence
AUTHORS: Isabel Carvalho; Hugo Gonçalo Oliveira; Catarina Silva;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14968 LNAI
AUTHORS: Isabel Carvalho; Hugo Gonçalo Oliveira; Catarina Silva;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14968 LNAI
3
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 DBLP5
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: 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 WOS7
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: Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
AUTHORS: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro ;
PUBLISHED: 2024, SOURCE: 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024 in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024, Proceedings, Part II, VOLUME: 15369
AUTHORS: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro ;
PUBLISHED: 2024, SOURCE: 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024 in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024, Proceedings, Part II, VOLUME: 15369
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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
DBLP10
TITLE: Safetydesk: Accelerating the Production of Toxicological Reports
AUTHORS: Jose Pereira; Bruno Carlos Luis Ferreira; Angela Laranjeiro; Bruno Caceiro; Hugo Amaro; Hugo Goncalo Oliveira; Catarina Silva;
PUBLISHED: 2023, SOURCE: 6th Experiment at International Conference, exp.at 2023 in 6th Experiment at International Conference, exp.at 2023 - Proceedings
AUTHORS: Jose Pereira; Bruno Carlos Luis Ferreira; Angela Laranjeiro; Bruno Caceiro; Hugo Amaro; Hugo Goncalo Oliveira; Catarina Silva;
PUBLISHED: 2023, SOURCE: 6th Experiment at International Conference, exp.at 2023 in 6th Experiment at International Conference, exp.at 2023 - Proceedings
