Catarina Helena Branco Simoes da Silva
AuthID: R-000-3H4
1
TITLE: Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT I, VOLUME: 15937
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT I, VOLUME: 15937
2
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
3
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
4
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
5
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
6
TITLE: Predicting the Occurrence of Falls Among Portuguese Community-Dwelling Adults Aged 50 or Older Using the Timed up and Go Test
AUTHORS: Martins, Anabela Correia; Moreira, Juliana; Silva, Catarina; Tonelo, Claudia; Rocha, Clara;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 8
AUTHORS: Martins, Anabela Correia; Moreira, Juliana; Silva, Catarina; Tonelo, Claudia; Rocha, Clara;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 8
7
TITLE: Twitter and Sentiment Analysis for Wildfire Heat Mapping Full Text
AUTHORS: Silva, Catarina; Carvalho, Isabel; Ferreira, Bruno; Pinto, Joao Cabral; Alberto Cardoso; Goncalo Oliveira, Hugo;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 11
AUTHORS: Silva, Catarina; Carvalho, Isabel; Ferreira, Bruno; Pinto, Joao Cabral; Alberto Cardoso; Goncalo Oliveira, Hugo;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 11
8
TITLE: UnHIDE: A Novel Framework for Unsupervised Human-Interpretable Dialogue Exploration
AUTHORS: Ferreira, Patricia; Alves, Ana; Silva, Catarina; Oliveira, Hugo Goncalo;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Ferreira, Patricia; Alves, Ana; Silva, Catarina; Oliveira, Hugo Goncalo;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
9
TITLE: CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
10
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
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