Catarina Silva

120 papers B 13C 25Misc 5Journal 23Unranked 50

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Cloud-Based Platform for Wildfire Risk Monitoring Using Wireless Sensor Networks. exp.at João Cardoso, Leonardo Sousa, Pedro D. Salgueiro, Filipe Araújo, José Saias, Luís Rato, Vítor Nogueira, Teresa Gonçalves, Catarina Silva
2025	—	`conf`	A Multimodal Spatial and Temporal Features-Based Dataset for Wildfire Risk Prediction. exp.at João Lopes, Catarina Silva, Cidália Costa Fonte, Alberto Cardoso
2025	—	`conf`	Active Replay for Continual Learning in Plant Species Classification. exp.at Dinis Costa, Joana Cósta, Bernardete Ribeiro, José Paulo Sousa, Rui Pedro Paiva, José Rafael Silva, Rui Lourenço, Catarina Silva
2025	J	`jnl`	CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications. IEEE Access Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro
2025	J	`jnl`	Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets. Pattern Recognit. Lett. Bernardete Ribeiro, Francisco Antunes, Dylan Perdigão, Catarina Silva
2025	J	`jnl`	Label synchronization strategies for hybrid federated learning. Reliab. Eng. Syst. Saf. Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro, Melania Albisser, Martin H. Brutsche, Manuel Arias Chao
2025	—	`conf`	Prompting LLMs for Relation Classification in Portuguese: Is It Worth It? EPIA (2) Tomás Pinto, Bruno Ferreira, Catarina Silva, Hugo Gonçalo Oliveira
2025	Misc	`conf`	Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats. IbPRIA Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro
2025	J	`jnl`	Twitter and Sentiment Analysis for Wildfire Heat Mapping. Expert Syst. J. Knowl. Eng. Catarina Silva, Isabel Carvalho, Bruno Ferreira, João Cabral Pinto, Alberto Cardoso, Hugo Gonçalo Oliveira
2025	J	`jnl`	UnHIDE: A Novel Framework for Unsupervised Human-Interpretable Dialogue Exploration. IEEE Access Patrícia Sofia Pereira Ferreira, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira
2024	—	`conf`	A Divide-and-Conquer Approach for Container License Plate Detection Using Multi-frame Analysis. IDEAL (2) João Pedro Geirinhas, Jacinto Estima, Catarina Silva
2024	—	`conf`	A Multidimensional Taxonomy for Recent Trends in Explainable Artificial Intelligence. EPIA (2) Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva
2024	—	`conf`	ASAP: A Dynamic & Proactive Approach for Android Security Analysis and Privacy. FiCloud Catarina Silva, João Felisberto, João Paulo Barraca, Paulo Salvador
2024	—	`conf`	Emotion-Enhanced Pain Assessment Protocol. HAR Bruna Alves, Ana Almeida, Catarina Silva, Daniela Pais, Rita P. Ribeiro, João Gama, José Maria Fernandes, Susana Brás, Raquel Sebastião
2024	J	`jnl`	Explainable AI for Intrusion Detection Systems: LIME and SHAP Applicability on Multi-Layer Perceptron. IEEE Access Diogo Gaspar, Paulo Silva, Catarina Silva
2024	—	`conf`	Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection. CIARP (2) Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro
2024	—	`conf`	Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization. EPIA (3) Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro
2024	J	`jnl`	Label synchronization for Hybrid Federated Learning in manufacturing and predictive maintenance. J. Intell. Manuf. Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro, Bruno F. Santos
2024	J	`jnl`	MultiWOZ-PT Um Conjunto de Diálogos Orientados a Tarefas em Português. Linguamática Patrícia Sofia Pereira Ferreira, Francisco Pais, Catarina Silva, Ana Alves, Hugo Gonçalo Oliveira
2024	—	`conf`	Question Answering for Dialogue State Tracking in Portuguese. PROPOR (1) Francisco Pais, Patrícia Sofia Pereira Ferreira, Catarina Silva, Ana Alves, Hugo Gonçalo Oliveira
2024	B	`conf`	Sentiment-Aware Dialogue Flow Discovery for Interpreting Communication Trends. SIGDIAL Patrícia Sofia Pereira Ferreira, Isabel Carvalho, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira
2024	J	`jnl`	The Significance of Latent Data Divergence in Predicting System Degradation. CoRR Miguel Fernandes, Catarina Silva, Alberto Cardoso, Bernardete Ribeiro
2024	J	`jnl`	Unsupervised Flow Discovery from Task-oriented Dialogues. CoRR Patrícia Sofia Pereira Ferreira, Daniel Martins, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira
2023	C	`conf`	Do Emotional States Influence Physiological Pain Responses? CIARP Bruna Alves, Catarina Silva, Raquel Sebastião
2023	—	`conf`	Enhancing Pest Detection Models Through Improved Annotations. EPIA (2) Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro
2023	C	`conf`	Evaluating the Extraction of Toxicological Properties with Extractive Question Answering. EANN Bruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Hugo Amaro, Ângela Laranjeiro, Catarina Silva
2023	C	`conf`	Forecasting Functional Time Series Using Federated Learning. EANN Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro
2023	C	`conf`	Generating Wildfire Heat Maps with Twitter and BERT. IDEAL João Cabral Pinto, Hugo Gonçalo Oliveira, Alberto Cardoso, Catarina Silva
2023	C	`conf`	Improving Pest Detection via Transfer Learning. CIARP Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro
2023	—	`conf`	Intelligent System for Automatic Whitefly Detection in Tomato Greenhouses. exp.at Dinis Costa, Bruno Cardoso, Catarina Silva, Joana Cósta, Bernardete Ribeiro
2023	C	`conf`	Leveraging Question Answering for Domain-Agnostic Information Extraction. CIARP Bruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Catarina Silva
2023	Misc	`conf`	Optimizing Object Detection Models via Active Learning. IbPRIA Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro
2023	—	`ed.`	Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part I EPIA (1) Nuno Moniz, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião
2023	—	`ed.`	Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part II EPIA (2) Nuno Moniz, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião
2023	—	`conf`	Safetydesk: Accelerating the Production of Toxicological Reports. exp.at José Pereira, Bruno Carlos Luís Ferreira, Ângela Laranjeiro, Bruno Caceiro, Hugo Amaro, Hugo Gonçalo Oliveira, Catarina Silva
2023	—	`conf`	Smart Pest Detection in the Wild. exp.at Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro
2023	J	`jnl`	The Importance of Context for Sentiment Analysis in Dialogues. IEEE Access Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva
2023	—	`conf`	Towards Interpretability in Fintech Applications via Knowledge Augmentation. EPIA (1) Catarina Silva, Tiago Faria, Bernardete Ribeiro
2022	B	`conf`	A Brief Survey of Textual Dialogue Corpora. LREC Hugo Gonçalo Oliveira, Patrícia Sofia Pereira Ferreira, Daniel Martins, Catarina Silva, Ana Alves
2022	Misc	`conf`	A Generic Approach to Extend Interpretability of Deep Networks. EPIA Catarina Silva, António Morais, Bernardete Ribeiro
2022	—	`conf`	Analysing Off-The-Shelf Options for Question Answering with Portuguese FAQs. SLATE Hugo Gonçalo Oliveira, Sara Inácio, Catarina Silva
2022	—	`conf`	Question Answering For Toxicological Information Extraction. SLATE Bruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Hugo Amaro, Ângela Laranjeiro, Catarina Silva
2022	—	`conf`	Sentiment Analysis in Portuguese Dialogues. IberSPEECH Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva
2021	B	`conf`	Decay Momentum for Improving Federated Learning. ESANN Miguel Fernandes, Catarina Silva, Joel Arrais, Alberto Cardoso, Bernardete Ribeiro
2021	J	`jnl`	Framework for Intelligent Swimming Analytics with Wearable Sensors for Stroke Classification. Sensors Joana Cósta, Catarina Silva, Miguel Santos, Telmo R. Fernandes, Sérgio Faria
2021	C	`conf`	Interpreting Decision Patterns in Financial Applications. CIARP Tiago Faria, Catarina Silva, Bernardete Ribeiro
2020	J	`jnl`	Boosting dynamic ensemble's performance in Twitter. Neural Comput. Appl. Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2020	C	`conf`	Deep Learning with Real-Time Inference for Human Detection in Search and Rescue. ISDA Raúl Llasag Rosero, Carlos Grilo, Catarina Silva
2020	J	`jnl`	NanoSen-AQM: From Sensors to Users. Int. J. Online Biomed. Eng. Pedro Lucas, Jorge Sá Silva, Filipe Araújo, Catarina Silva, Paulo Gil, Joel P. Arrais, Daniel Coutinho, Pedro D. Salgueiro, Luís Miguel Rato, José Saias, Vítor Nogueira, Alberto Cardoso, Bernardete Ribeiro
2020	—	`ed.`	Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, SoCPaR 2018, Porto, Portugal, December 13-15, 2018 SoCPaR Ana Maria Madureira, Ajith Abraham, Niketa Gandhi, Catarina Silva, Mário Antunes
2019	—	`conf`	A Hybrid Application for Real-Time Air Quality Monitoring. exp.at Jorge Sá Silva, Pedro Lucas, Filipe Araújo, Catarina Silva, Paulo Gil, Alberto Cardoso, Joel Arrais, Bernardete Ribeiro, Daniel Coutinho, Pedro D. Salgueiro, Luís Miguel Rato, José Saias, Vítor Nogueira
2019	—	`conf`	An Online Platform For Real-Time Air Quality Monitoring. exp.at Jorge Sá Silva, Pedro Lucas, Filipe Araújo, Catarina Silva, Paulo Gil, Alberto Cardoso, Joel Arrais, Bernardete Ribeiro, Daniel Coutinho, Pedro D. Salgueiro, Luís Miguel Rato, José Saias, Vítor Nogueira
2019	—	`conf`	Hierarchical Deep Learning Approach for Plant Disease Detection. IbPRIA (2) Joana Cósta, Catarina Silva, Bernardete Ribeiro
2018	B	`conf`	Adaptive Learning Models Evaluation in Twitter's Timelines. IJCNN Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2018	—	`conf`	Learning in Twitter Streams with 280 Character Tweets. SoCPaR Joana Cósta, Catarina Silva, Bernardete Ribeiro
2018	—	`conf`	Model for Selecting Software Development Methodology. ICITS Lizeth Chandi, Catarina Silva, Tatiana Gualotuña, Danilo Martínez
2018	—	`conf`	Retweet Predictive Model for Predicting the Popularity of Tweets. SoCPaR Nelson Oliveira, Joana Cósta, Catarina Silva, Bernardete Ribeiro
2018	—	`conf`	Server Load Prediction on Wikipedia Traffic: Influence of Granularity and Time Window. SoCPaR Cláudio A. D. Silva, Carlos Grilo, Catarina Silva
2017	J	`jnl`	Adaptive learning for dynamic environments: A comparative approach. Eng. Appl. Artif. Intell. Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2017	Misc	`conf`	Automatic Documents Counterfeit Classification Using Image Processing and Analysis. IbPRIA Rafael Vieira, Mário Antunes, Catarina Silva, Ana Assis
2017	Misc	`conf`	Performance Metrics for Model Fusion in Twitter Data Drifts. IbPRIA Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2016	—	`conf`	A Telemedicine Application Using WebRTC. CENTERIS/ProjMAN/HCist Mário Antunes, Catarina Silva, Joaquim Barranca
2016	C	`conf`	Choice of Best Samples for Building Ensembles in Dynamic Environments. EANN Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2016	—	`conf`	Information System for Automation of Counterfeited Documents Images Correlation. CENTERIS/ProjMAN/HCist Rafael Vieira, Catarina Silva, Mário Antunes, Ana Assis
2016	C	`conf`	Multiclass Ensemble of One-against-all SVM Classifiers. ISNN Catarina Silva, Bernardete Ribeiro
2016	—	`conf`	Visualization of Individual Ensemble Classifier Contributions. IPMU (2) Catarina Silva, Bernardete Ribeiro
2015	—	`conf`	Active Manifold Learning with Twitter Big Data. INNS Conference on Big Data Catarina Silva, Mário Antunes, Joana Cósta, Bernardete Ribeiro
2015	—	`conf`	Assistive Mobile Applications for Dyslexia. CENTERIS/ProjMAN/HCist Jorge Madeira, Catarina Silva, Luís Marcelino, Paula Ferreira
2015	—	`conf`	DOTS: Drift Oriented Tool System. ICONIP (4) Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2015	B	`conf`	Experience of an International Collaborative Project with First Year Programming Students. COMPSAC James H. Paterson, Markku Karhu, Walter Cazzola, Irina Illina, Robert Law, Dario Machiodi, Marisa Maximiano, Catarina Silva
2015	—	`conf`	Health Twitter Big Bata Management with Hadoop Framework. CENTERIS/ProjMAN/HCist João Cunha, Catarina Silva, Mário Antunes
2015	B	`conf`	Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval. IJCNN Bernardete Ribeiro, Noel Lopes, Catarina Silva
2015	J	`jnl`	Text Mining Applied to Electronic Medical Records: A Literature Review. Int. J. E Health Medical Commun. Luís Pereira, Rui Rijo, Catarina Silva, Ricardo Martinho
2015	B	`conf`	The impact of longstanding messages in micro-blogging classification. IJCNN Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2014	C	`conf`	Concept Drift Awareness in Twitter Streams. ICMLA Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2014	J	`jnl`	Decision Support System to Diagnosis and Classification of Epilepsy in Children. J. Univers. Comput. Sci. Rui Rijo, Catarina Silva, Luís Pereira, Dulce Gonçalves, Margarida Agostinho
2014	—	`conf`	Mobile Games for Children. WorldCIST (2) Sílvia Martins, Catarina Silva, Luis Marcelino
2013	—	`conf`	CrowdTargeting: Making Crowds More Personal. SMAP Joana Cósta, Catarina Silva, Bernardete Ribeiro, Mário Antunes
2013	J	`jnl`	Customized crowds and active learning to improve classification. Expert Syst. Appl. Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2013	—	`conf`	Defining Semantic Meta-hashtags for Twitter Classification. ICANNGA Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2013	C	`conf`	Profile-based system for nutritional information management. Healthcom Rui Costa, Luis Marcelino, Catarina Silva
2013	C	`conf`	Using text mining to diagnose and classify epilepsy in children. Healthcom Luís Pereira, Rui Rijo, Catarina Silva, Margarida Agostinho
2012	J	`jnl`	Enhanced default risk models with SVM+. Expert Syst. Appl. Bernardete Ribeiro, Catarina Silva, Ning Chen, Armando Vieira, João Carvalho das Neves
2011	—	`conf`	A Hybrid AIS-SVM Ensemble Approach for Text Classification. ICANNGA (2) Mário Antunes, Catarina Silva, Bernardete Ribeiro, Manuel Eduardo Correia
2011	—	`conf`	Citizens@City Mobile Application for Urban Problem Reporting. CENTERIS (2) António Miguel Ribeiro, Rui Pedro Costa, Luís Marcelino, Catarina Silva
2011	C	`conf`	Get Your Jokes Right: Ask the Crowd. MEDI Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2011	—	`conf`	Location-Based Service for a Social Network with Time and Space Information. CENTERIS (2) Ana Filipa Nogueira, Catarina Silva
2011	—	`conf`	Mobile Multimedia Visiting Guide to Knowledge and Experiences Sharing. CENTERIS (2) Diogo Lopes, Miguel Pragosa, Catarina Silva, Luís Marcelino
2011	C	`conf`	On using crowdsourcing and active learning to improve classification performance. ISDA Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2011	C	`conf`	Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning. IDEAL Catarina Silva, Bernardete Ribeiro
2011	C	`conf`	The Importance of Precision in Humour Classification. IDEAL Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro
2011	—	`conf`	Virtual Fitting Room Augmented Reality Techniques for e-Commerce. CENTERIS (2) Francisco Pereira, Catarina Silva, Mário Alves
2010	J	`jnl`	Distributed Text Classification With an Ensemble Kernel-Based Learning Approach. IEEE Trans. Syst. Man Cybern. Part C Catarina Silva, Uros Lotric, Bernardete Ribeiro, Andrej Dobnikar
2010	B	`conf`	Financial distress model prediction using SVM+. IJCNN Bernardete Ribeiro, Catarina Silva, Armando Vieira, António Gaspar-Cunha, João Carvalho das Neves
2010	B	`conf`	High-performance bankruptcy prediction model using Graphics Processing Units. IJCNN Bernardete Ribeiro, Noel Lopes, Catarina Silva
2010	B	`conf`	Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. IJCNN Catarina Silva, Bernardete Ribeiro, Noel Lopes
2010	—	`book`	Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques Catarina Silva, Bernardete Ribeiro
2009	—	`conf`	Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data. ICANNGA Bernardete Ribeiro, Catarina Silva, Armando Vieira, João Carvalho das Neves
2009	—	`conf`	Improving Text Classification Performance with Incremental Background Knowledge. ICANN (1) Catarina Silva, Bernardete Ribeiro
2009	—	`conf`	Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning. ICANNGA Catarina Silva, Bernardete Ribeiro
2009	C	`conf`	Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification. IDEAL Catarina Silva, Bernardete Ribeiro
2008	B	`conf`	Building resilient classifiers for LSB matching steganography. IJCNN Rita Ferreira, Bernardete Ribeiro, Catarina Silva, Qingzhong Liu, Andrew H. Sung
2008	—	`conf`	Distributed Ensemble Learning in Text Classification. ICEIS (2) Catarina Silva, Bernardete Ribeiro, Uros Lotric, Andrej Dobnikar
2008	—	`conf`	Learning Manifolds for Bankruptcy Analysis. ICONIP (1) Bernardete Ribeiro, Armando Vieira, João M. M. Duarte, Catarina Silva, João Carvalho das Neves, Qingzhong Liu, Andrew H. Sung
2008	C	`conf`	Selecting Examples in Manifold Reduced Feature Space for Active Learning. ICMLA Catarina Silva, Bernardete Ribeiro
2008	—	`conf`	Text Classification on Embedded Manifolds. IBERAMIA Catarina Silva, Bernardete Ribeiro
2008	J	`jnl`	Towards Expanding Relevance Vector Machines to Large Scale Datasets. Int. J. Neural Syst. Catarina Silva, Bernardete Ribeiro
2007	—	`conf`	Boosting RVM Classifiers for Large Data Sets. ICANNGA (2) Catarina Silva, Bernardete Ribeiro, Andrew H. Sung
2007	C	`conf`	Combining active learning and relevance vector machines for text classification. ICMLA Catarina Silva, Bernardete Ribeiro
2007	J	`jnl`	On Text-based Mining with Active Learning and Background Knowledge Using SVM. Soft Comput. Catarina Silva, Bernardete Ribeiro
2006	C	`conf`	Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer. IDEAL Catarina Silva, Bernardete Ribeiro
2006	B	`conf`	Scaling Text Classification with Relevance Vector Machines. SMC Catarina Silva, Bernardete Ribeiro
2006	C	`conf`	Two-Level Hierarchical Hybrid SVM-RVM Classification Model. ICMLA Catarina Silva, Bernardete Ribeiro
2005	C	`conf`	Speeding-up text categorization in a grid computing environment. ICMLA Catarina Silva, Bernardete Ribeiro, Uros Lotric
2004	B	`conf`	Labeled and unlabeled data in text categorization. IJCNN Catarina Silva, Bemardete Ribeiro
2004	C	`conf`	Margin-Based Active Learning and Background Knowledge in Text Mining. HIS Catarina Silva, Bernardete Ribeiro
2003	—	`conf`	An Inductive Inference Approach to Large Scale Text Categorisation. ICANNGA Catarina Silva, Bernardete Ribeiro
2003	J	`jnl`	Navigating mobile robots with a modular neural architecture. Neural Comput. Appl. Catarina Silva, Bernardete Ribeiro
2003	C	`conf`	On the Evaluation of Text Processing in Text Categorization. ICMLA Catarina Silva, Bernardete Ribeiro
2000	—	`conf`	MONODA: A Neural Modular Architecture for Obstacle Avoidance without Knowledge of the Environment. IJCNN (6) Catarina Silva, Manuel M. Crisóstomo, Bernardete Ribeiro