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ORCIDCatarina Silva 0001
Catarina Helena Branco Simões da Silva
Person information
- affiliation: University of Coimbra, Department of Informatics Engineering, Coimbra, Portugal
- affiliation (former): Polytechnic Institute of Leiria (IPL), School of Technology and Management, Leiria, Portugal
Other persons with the same name
- Catarina Silva — disambiguation page
- Catarina Silva 0002
![[0000-0001-6475-6622]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0001-6475-6622")
— University of Lisbon, Department of Physics, Laboratory of Optics, Lasers and Systems, Portugal - Catarina Cruz Silva (aka: Catarina Silva 0003) — Unbabel, Lisboa, Portugal
- Catarina Silva 0004 — University of Aveiro, Aveiro, Portugal
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Books and Theses
- 2010
[b1]Catarina Silva, Bernardete Ribeiro:
Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques. Studies in Computational Intelligence 255, Springer 2010, ISBN 978-3-642-04532-5
Journal Articles
- 2025
- [j21]Patrícia Sofia Pereira Ferreira, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira:
UnHIDE: A Novel Framework for Unsupervised Human-Interpretable Dialogue Exploration. IEEE Access 13: 200001-200014 (2025) - [j20]Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications. IEEE Access 13: 210979-210995 (2025) - [j19]Catarina Silva, Isabel Carvalho, Bruno Ferreira, João Cabral Pinto, Alberto Cardoso, Hugo Gonçalo Oliveira:
Twitter and Sentiment Analysis for Wildfire Heat Mapping. Expert Syst. J. Knowl. Eng. 42(11) (2025) - [j18]Bernardete Ribeiro, Francisco Antunes, Dylan Perdigão, Catarina Silva:
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets. Pattern Recognit. Lett. 189: 241-247 (2025) - [j17]Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro, Melania Albisser, Martin H. Brutsche, Manuel Arias Chao:
Label synchronization strategies for hybrid federated learning. Reliab. Eng. Syst. Saf. 256: 110751 (2025) - 2024
- [j16]Diogo Gaspar, Paulo Silva, Catarina Silva:
Explainable AI for Intrusion Detection Systems: LIME and SHAP Applicability on Multi-Layer Perceptron. IEEE Access 12: 30164-30175 (2024) - [j15]Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro, Bruno F. Santos:
Label synchronization for Hybrid Federated Learning in manufacturing and predictive maintenance. J. Intell. Manuf. 35(8): 4015-4034 (2024) - [j14]Patrícia Sofia Pereira Ferreira, Francisco Pais, Catarina Silva, Ana Alves, Hugo Gonçalo Oliveira:
MultiWOZ-PT Um Conjunto de Diálogos Orientados a Tarefas em Português. Linguamática 16(2): 75-90 (2024) - 2023
- [j13]Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva:
The Importance of Context for Sentiment Analysis in Dialogues. IEEE Access 11: 86088-86103 (2023) - 2021
- [j12]Joana Cósta, Catarina Silva, Miguel Santos, Telmo R. Fernandes, Sérgio Faria:
Framework for Intelligent Swimming Analytics with Wearable Sensors for Stroke Classification. Sensors 21(15): 5162 (2021) - 2020
- [j11]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:
NanoSen-AQM: From Sensors to Users. Int. J. Online Biomed. Eng. 16(4): 51-62 (2020) - [j10]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Boosting dynamic ensemble's performance in Twitter. Neural Comput. Appl. 32(14): 10655-10667 (2020) - 2017
- [j9]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Adaptive learning for dynamic environments: A comparative approach. Eng. Appl. Artif. Intell. 65: 336-345 (2017) - 2015
- [j8]Luís Pereira, Rui Rijo, Catarina Silva, Ricardo Martinho:
Text Mining Applied to Electronic Medical Records: A Literature Review. Int. J. E Health Medical Commun. 6(3): 1-18 (2015) - 2014
- [j7]Rui Rijo, Catarina Silva, Luís Pereira, Dulce Gonçalves, Margarida Agostinho:
Decision Support System to Diagnosis and Classification of Epilepsy in Children. J. Univers. Comput. Sci. 20(6): 907-923 (2014) - 2013
- [j6]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Customized crowds and active learning to improve classification. Expert Syst. Appl. 40(18): 7212-7219 (2013) - 2012
- [j5]Bernardete Ribeiro, Catarina Silva, Ning Chen, Armando Vieira, João Carvalho das Neves:
Enhanced default risk models with SVM+. Expert Syst. Appl. 39(11): 10140-10152 (2012) - 2010
- [j4]Catarina Silva, Uros Lotric, Bernardete Ribeiro, Andrej Dobnikar:
Distributed Text Classification With an Ensemble Kernel-Based Learning Approach. IEEE Trans. Syst. Man Cybern. Part C 40(3): 287-297 (2010) - 2008
- [j3]Catarina Silva, Bernardete Ribeiro:
Towards Expanding Relevance Vector Machines to Large Scale Datasets. Int. J. Neural Syst. 18(1): 45-58 (2008) - 2007
- [j2]Catarina Silva, Bernardete Ribeiro:
On Text-based Mining with Active Learning and Background Knowledge Using SVM. Soft Comput. 11(6): 519-530 (2007) - 2003
- [j1]Catarina Silva, Bernardete Ribeiro:
Navigating mobile robots with a modular neural architecture. Neural Comput. Appl. 12(3-4): 200-211 (2003)
Conference and Workshop Papers
- 2026
- [c104]Maria José Marcelino, Alberto Cardoso, Catarina Silva, Paula Alexandra Silva:
Motivating Students for STEM Careers Using Physical Computing: An Experience with 10th Graders. CSEDU (2) 2026: 1590-1597 - [c103]Tomás Pinto, Catarina Silva, Hugo Gonçalo Oliveira:
RelEx-PT: A Portuguese Sentence-Level Relation Extraction Dataset. LREC 2026: 7681-7691 - [c102]José Matos, Catarina Silva, Hugo Gonçalo Oliveira:
Benchmarking Retrieval-Augmented Generation for Scientific Knowledge QA in European Portuguese. NSLP@LREC 2026: 25-31 - [c101]Tomás Pinto, Catarina Silva, Hugo Gonçalo Oliveira:
Evaluating Generative Large Language Models for Portuguese Scientific Information Extraction. NSLP@LREC 2026: 155-167 - [c100]Patrícia Sofia Pereira Ferreira, Carolina Loureiro, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira:
FlowDisco: Interactive Exploration of Dialogue Flows. PROPOR (2) 2026: 14-17 - [c99]Patrícia Sofia Pereira Ferreira, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira:
Analyzing Debate Dynamics in the Portuguese Parliament with Dialogue Action Flows. PROPOR (1) 2026: 369-379 - [c98]Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva:
Unsupervised Evaluation of Explanations for Hate Speech Classification in Portuguese. PROPOR (1) 2026: 780-789 - [c97]Giovanni Maffeo, Catarina Silva, Hugo Gonçalo Oliveira:
Prompt Engineering for Named Entity Extraction from Portuguese Legal Documents. PROPOR (1) 2026: 1092-1097 - 2025
- [c96]Tomás Pinto, Bruno Ferreira, Catarina Silva, Hugo Gonçalo Oliveira:
Prompting LLMs for Relation Classification in Portuguese: Is It Worth It? EPIA (2) 2025: 249-261 - [c95]Dinis Costa, Joana Cósta, Bernardete Ribeiro, José Paulo Sousa, Rui Pedro Paiva, José Rafael Silva, Rui Lourenço, Catarina Silva:
Active Replay for Continual Learning in Plant Species Classification. exp.at 2025: 126-131 - [c94]João Cardoso, Leonardo Sousa, Pedro D. Salgueiro, Filipe Araújo, José Saias, Luís Rato, Vítor Nogueira, Teresa Gonçalves, Catarina Silva:
A Cloud-Based Platform for Wildfire Risk Monitoring Using Wireless Sensor Networks. exp.at 2025: 144-150 - [c93]João Lopes, Catarina Silva, Cidália Costa Fonte, Alberto Cardoso:
A Multimodal Spatial and Temporal Features-Based Dataset for Wildfire Risk Prediction. exp.at 2025: 217-222 - [c92]Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats. IbPRIA 2025: 403-414 - [c91]José Matos, Catarina Silva, Hugo Gonçalo Oliveira:
Cognitive Flow: An LLM-Automated Framework for Quantifying Reasoning Distillation. INLG 2025: 596-616 - 2024
- [c90]Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection. CIARP (2) 2024: 45-59 - [c89]Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization. EPIA (3) 2024: 127-138 - [c88]Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva:
A Multidimensional Taxonomy for Recent Trends in Explainable Artificial Intelligence. EPIA (2) 2024: 273-284 - [c87]Catarina Silva, João Felisberto, João Paulo Barraca, Paulo Salvador:
ASAP: A Dynamic & Proactive Approach for Android Security Analysis and Privacy. FiCloud 2024: 21-26 - [c86]Bruna Alves, Ana Almeida, Catarina Silva, Daniela Pais, Rita P. Ribeiro, João Gama, José Maria Fernandes, Susana Brás, Raquel Sebastião:
Emotion-Enhanced Pain Assessment Protocol. HAR 2024: 385-400 - [c85]João Pedro Geirinhas, Jacinto Estima, Catarina Silva:
A Divide-and-Conquer Approach for Container License Plate Detection Using Multi-frame Analysis. IDEAL (2) 2024: 3-14 - [c84]Francisco Pais, Patrícia Sofia Pereira Ferreira, Catarina Silva, Ana Alves, Hugo Gonçalo Oliveira:
Question Answering for Dialogue State Tracking in Portuguese. PROPOR (1) 2024: 461-471 - [c83]Patrícia Sofia Pereira Ferreira, Isabel Carvalho, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira:
Sentiment-Aware Dialogue Flow Discovery for Interpreting Communication Trends. SIGDIAL 2024: 274-288 - 2023
- [c82]Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro:
Improving Pest Detection via Transfer Learning. CIARP 2023: 105-116 - [c81]Bruna Alves, Catarina Silva, Raquel Sebastião:
Do Emotional States Influence Physiological Pain Responses? CIARP 2023: 117-131 - [c80]Bruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Catarina Silva:
Leveraging Question Answering for Domain-Agnostic Information Extraction. CIARP 2023: 244-256 - [c79]Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro:
Forecasting Functional Time Series Using Federated Learning. EANN 2023: 491-504 - [c78]Bruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Hugo Amaro, Ângela Laranjeiro, Catarina Silva:
Evaluating the Extraction of Toxicological Properties with Extractive Question Answering. EANN 2023: 599-606 - [c77]Catarina Silva, Tiago Faria, Bernardete Ribeiro:
Towards Interpretability in Fintech Applications via Knowledge Augmentation. EPIA (1) 2023: 106-117 - [c76]Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro:
Enhancing Pest Detection Models Through Improved Annotations. EPIA (2) 2023: 364-375 - [c75]Dinis Costa, Bruno Cardoso, Catarina Silva, Joana Cósta, Bernardete Ribeiro:
Intelligent System for Automatic Whitefly Detection in Tomato Greenhouses. exp.at 2023: 29-30 - [c74]José Pereira, Bruno Carlos Luís Ferreira, Ângela Laranjeiro, Bruno Caceiro, Hugo Amaro, Hugo Gonçalo Oliveira, Catarina Silva:
Safetydesk: Accelerating the Production of Toxicological Reports. exp.at 2023: 53-54 - [c73]Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro:
Smart Pest Detection in the Wild. exp.at 2023: 111-115 - [c72]Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro:
Evaluating Collaborative Forecasting in Non-horizontal Federated Learning. HIS (2) 2023: 324-333 - [c71]Patrícia Sofia Pereira Ferreira, Daniel Martins, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira:
Unsupervised Flow Discovery from Task-Oriented Dialogues. HIS (4) 2023: 336-347 - [c70]Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro:
Optimizing Object Detection Models via Active Learning. IbPRIA 2023: 82-93 - [c69]João Cabral Pinto, Hugo Gonçalo Oliveira, Alberto Cardoso, Catarina Silva:
Generating Wildfire Heat Maps with Twitter and BERT. IDEAL 2023: 82-94 - 2022
- [c68]Catarina Silva, António Morais, Bernardete Ribeiro:
A Generic Approach to Extend Interpretability of Deep Networks. EPIA 2022: 488-499 - [c67]Isabel Carvalho, Hugo Gonçalo Oliveira, Catarina Silva:
Sentiment Analysis in Portuguese Dialogues. IberSPEECH 2022: 176-180 - [c66]Hugo Gonçalo Oliveira, Patrícia Sofia Pereira Ferreira, Daniel Martins, Catarina Silva, Ana Alves:
A Brief Survey of Textual Dialogue Corpora. LREC 2022: 1264-1274 - [c65]Bruno Carlos Luís Ferreira, Hugo Gonçalo Oliveira, Hugo Amaro, Ângela Laranjeiro, Catarina Silva:
Question Answering For Toxicological Information Extraction. SLATE 2022: 3:1-3:10 - [c64]Hugo Gonçalo Oliveira, Sara Inácio, Catarina Silva:
Analysing Off-The-Shelf Options for Question Answering with Portuguese FAQs. SLATE 2022: 19:1-19:11 - 2021
- [c63]Tiago Faria, Catarina Silva, Bernardete Ribeiro:
Interpreting Decision Patterns in Financial Applications. CIARP 2021: 291-300 - [c62]Miguel Fernandes, Catarina Silva, Joel Arrais, Alberto Cardoso, Bernardete Ribeiro:
Decay Momentum for Improving Federated Learning. ESANN 2021 - 2020
- [c61]Raúl Llasag Rosero, Carlos Grilo, Catarina Silva:
Deep Learning with Real-Time Inference for Human Detection in Search and Rescue. ISDA 2020: 247-257 - 2019
- [c60]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:
A Hybrid Application for Real-Time Air Quality Monitoring. exp.at 2019: 270-271 - [c59]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:
An Online Platform For Real-Time Air Quality Monitoring. exp.at 2019: 320-325 - [c58]Joana Cósta, Catarina Silva, Bernardete Ribeiro:
Hierarchical Deep Learning Approach for Plant Disease Detection. IbPRIA (2) 2019: 383-393 - 2018
- [c57]Lizeth Chandi, Catarina Silva, Tatiana Gualotuña, Danilo Martínez:
Model for Selecting Software Development Methodology. ICITS 2018: 62-73 - [c56]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Adaptive Learning Models Evaluation in Twitter's Timelines. IJCNN 2018: 1-8 - [c55]Joana Cósta, Catarina Silva, Bernardete Ribeiro:
Learning in Twitter Streams with 280 Character Tweets. SoCPaR 2018: 177-184 - [c54]Nelson Oliveira, Joana Cósta, Catarina Silva, Bernardete Ribeiro:
Retweet Predictive Model for Predicting the Popularity of Tweets. SoCPaR 2018: 185-193 - [c53]Cláudio A. D. Silva, Carlos Grilo, Catarina Silva:
Server Load Prediction on Wikipedia Traffic: Influence of Granularity and Time Window. SoCPaR 2018: 207-216 - 2017
- [c52]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Performance Metrics for Model Fusion in Twitter Data Drifts. IbPRIA 2017: 13-21 - [c51]Rafael Vieira, Mário Antunes, Catarina Silva, Ana Assis:
Automatic Documents Counterfeit Classification Using Image Processing and Analysis. IbPRIA 2017: 400-407 - 2016
- [c50]Mário Antunes, Catarina Silva, Joaquim Barranca:
A Telemedicine Application Using WebRTC. CENTERIS/ProjMAN/HCist 2016: 414-420 - [c49]Rafael Vieira, Catarina Silva, Mário Antunes, Ana Assis:
Information System for Automation of Counterfeited Documents Images Correlation. CENTERIS/ProjMAN/HCist 2016: 421-428 - [c48]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Choice of Best Samples for Building Ensembles in Dynamic Environments. EANN 2016: 35-47 - [c47]Catarina Silva, Bernardete Ribeiro:
Visualization of Individual Ensemble Classifier Contributions. IPMU (2) 2016: 633-642 - [c46]Catarina Silva, Bernardete Ribeiro:
Multiclass Ensemble of One-against-all SVM Classifiers. ISNN 2016: 531-539 - 2015
- [c45]Jorge Madeira, Catarina Silva, Luís Marcelino, Paula Ferreira:
Assistive Mobile Applications for Dyslexia. CENTERIS/ProjMAN/HCist 2015: 417-424 - [c44]João Cunha, Catarina Silva, Mário Antunes:
Health Twitter Big Bata Management with Hadoop Framework. CENTERIS/ProjMAN/HCist 2015: 425-431 - [c43]James H. Paterson, Markku Karhu, Walter Cazzola, Irina Illina, Robert Law, Dario Machiodi, Marisa Maximiano, Catarina Silva:
Experience of an International Collaborative Project with First Year Programming Students. COMPSAC 2015: 829-834 - [c42]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
DOTS: Drift Oriented Tool System. ICONIP (4) 2015: 615-623 - [c41]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
The impact of longstanding messages in micro-blogging classification. IJCNN 2015: 1-8 - [c40]Bernardete Ribeiro, Noel Lopes, Catarina Silva:
Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval. IJCNN 2015: 1-6 - [c39]Catarina Silva, Mário Antunes, Joana Cósta, Bernardete Ribeiro:
Active Manifold Learning with Twitter Big Data. INNS Conference on Big Data 2015: 208-215 - 2014
- [c38]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Concept Drift Awareness in Twitter Streams. ICMLA 2014: 294-299 - [c37]Sílvia Martins, Catarina Silva, Luis Marcelino:
Mobile Games for Children. WorldCIST (2) 2014: 455-464 - 2013
- [c36]Luís Pereira, Rui Rijo, Catarina Silva, Margarida Agostinho:
Using text mining to diagnose and classify epilepsy in children. Healthcom 2013: 345-349 - [c35]Rui Costa, Luis Marcelino, Catarina Silva:
Profile-based system for nutritional information management. Healthcom 2013: 638-642 - [c34]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Defining Semantic Meta-hashtags for Twitter Classification. ICANNGA 2013: 226-235 - [c33]Joana Cósta, Catarina Silva, Bernardete Ribeiro, Mário Antunes:
CrowdTargeting: Making Crowds More Personal. SMAP 2013: 21-26 - 2011
- [c32]Francisco Pereira, Catarina Silva, Mário Alves:
Virtual Fitting Room Augmented Reality Techniques for e-Commerce. CENTERIS (2) 2011: 62-71 - [c31]Ana Filipa Nogueira, Catarina Silva:
Location-Based Service for a Social Network with Time and Space Information. CENTERIS (2) 2011: 130-140 - [c30]António Miguel Ribeiro, Rui Pedro Costa, Luís Marcelino, Catarina Silva:
Citizens@City Mobile Application for Urban Problem Reporting. CENTERIS (2) 2011: 141-150 - [c29]Diogo Lopes, Miguel Pragosa, Catarina Silva, Luís Marcelino:
Mobile Multimedia Visiting Guide to Knowledge and Experiences Sharing. CENTERIS (2) 2011: 151-161 - [c28]Mário Antunes, Catarina Silva, Bernardete Ribeiro, Manuel Eduardo Correia:
A Hybrid AIS-SVM Ensemble Approach for Text Classification. ICANNGA (2) 2011: 342-352 - [c27]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
The Importance of Precision in Humour Classification. IDEAL 2011: 271-278 - [c26]Catarina Silva, Bernardete Ribeiro:
Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning. IDEAL 2011: 394-402 - [c25]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
On using crowdsourcing and active learning to improve classification performance. ISDA 2011: 469-474 - [c24]Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
Get Your Jokes Right: Ask the Crowd. MEDI 2011: 178-185 - 2010
- [c23]Bernardete Ribeiro, Noel Lopes, Catarina Silva:
High-performance bankruptcy prediction model using Graphics Processing Units. IJCNN 2010: 1-7 - [c22]Bernardete Ribeiro, Catarina Silva, Armando Vieira, António Gaspar-Cunha, João Carvalho das Neves:
Financial distress model prediction using SVM+. IJCNN 2010: 1-7 - [c21]Catarina Silva, Bernardete Ribeiro, Noel Lopes:
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. IJCNN 2010: 1-6 - 2009
- [c20]Catarina Silva, Bernardete Ribeiro:
Improving Text Classification Performance with Incremental Background Knowledge. ICANN (1) 2009: 923-931 - [c19]Catarina Silva, Bernardete Ribeiro:
Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning. ICANNGA 2009: 370-379 - [c18]Bernardete Ribeiro, Catarina Silva, Armando Vieira, João Carvalho das Neves:
Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data. ICANNGA 2009: 537-547 - [c17]Catarina Silva, Bernardete Ribeiro:
Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification. IDEAL 2009: 300-308 - 2008
- [c16]Catarina Silva, Bernardete Ribeiro:
Text Classification on Embedded Manifolds. IBERAMIA 2008: 272-281 - [c15]Catarina Silva, Bernardete Ribeiro, Uros Lotric, Andrej Dobnikar:
Distributed Ensemble Learning in Text Classification. ICEIS (2) 2008: 420-423 - [c14]Catarina Silva, Bernardete Ribeiro:
Selecting Examples in Manifold Reduced Feature Space for Active Learning. ICMLA 2008: 54-59 - [c13]Bernardete Ribeiro, Armando Vieira, João M. M. Duarte, Catarina Silva, João Carvalho das Neves, Qingzhong Liu, Andrew H. Sung:
Learning Manifolds for Bankruptcy Analysis. ICONIP (1) 2008: 723-730 - [c12]Rita Ferreira, Bernardete Ribeiro, Catarina Silva, Qingzhong Liu, Andrew H. Sung:
Building resilient classifiers for LSB matching steganography. IJCNN 2008: 1562-1567 - 2007
- [c11]Catarina Silva, Bernardete Ribeiro, Andrew H. Sung:
Boosting RVM Classifiers for Large Data Sets. ICANNGA (2) 2007: 228-237 - [c10]Catarina Silva, Bernardete Ribeiro:
Combining active learning and relevance vector machines for text classification. ICMLA 2007: 130-135 - 2006
- [c9]Catarina Silva, Bernardete Ribeiro:
Two-Level Hierarchical Hybrid SVM-RVM Classification Model. ICMLA 2006: 89-94 - [c8]Catarina Silva, Bernardete Ribeiro:
Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer. IDEAL 2006: 878-886 - [c7]Catarina Silva, Bernardete Ribeiro:
Scaling Text Classification with Relevance Vector Machines. SMC 2006: 4186-4191 - 2005
- [c6]Catarina Silva, Bernardete Ribeiro, Uros Lotric:
Speeding-up text categorization in a grid computing environment. ICMLA 2005 - 2004
- [c5]Catarina Silva, Bernardete Ribeiro:
Margin-Based Active Learning and Background Knowledge in Text Mining. HIS 2004: 8-13 - [c4]Catarina Silva, Bemardete Ribeiro:
Labeled and unlabeled data in text categorization. IJCNN 2004: 2971-2976 - 2003
- [c3]Catarina Silva, Bernardete Ribeiro:
An Inductive Inference Approach to Large Scale Text Categorisation. ICANNGA 2003: 126-130 - [c2]Catarina Silva, Bernardete Ribeiro:
On the Evaluation of Text Processing in Text Categorization. ICMLA 2003: 121-127 - 2000
- [c1]Catarina Silva, Manuel M. Crisóstomo, Bernardete Ribeiro:
MONODA: A Neural Modular Architecture for Obstacle Avoidance without Knowledge of the Environment. IJCNN (6) 2000: 334-342
Editorship
- 2023
- [e3]Nuno Moniz, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião:
Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14115, Springer 2023, ISBN 978-3-031-49007-1 [contents] - [e2]Nuno Moniz, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião:
Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14116, Springer 2023, ISBN 978-3-031-49010-1 [contents] - 2020
- [e1]Ana Maria Madureira, Ajith Abraham, Niketa Gandhi, Catarina Silva, Mário Antunes:
Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, SoCPaR 2018, Porto, Portugal, December 13-15, 2018. Advances in Intelligent Systems and Computing 942, Springer 2020, ISBN 978-3-030-17064-6 [contents]
Data and Artifacts
- 2025
- [d2]Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
Bayesian Optimization with 1D-CSNN. Version v1.0.1. Zenodo, 2025 [all versions]
- 2024
- [d1]Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
DylanPerdigao/Bayesian-Optimization-1D-CSNN. Version v1.0. Zenodo, 2024 [all versions]
Informal and Other Publications
- 2024
- [i2]Patrícia Sofia Pereira Ferreira, Daniel Martins, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira:
Unsupervised Flow Discovery from Task-oriented Dialogues. CoRR abs/2405.01403 (2024) - [i1]Miguel Fernandes, Catarina Silva, Alberto Cardoso, Bernardete Ribeiro:
The Significance of Latent Data Divergence in Predicting System Degradation. CoRR abs/2406.12914 (2024)
Coauthor Index
[b1] [j20] [j18] [j17] [j15] [j11] [j10] [j9] [j6] [j5] [j4] [j3] [j2] [j1] [c95] [c92] [c90] [c89] [c82] [c79] [c77] [c76] [c75] [c73] [c72] [c70] [c68] [c63] [c62] [c60] [c59] [c58] [c56] [c55] [c54] [c52] [c48] [c47] [c46] [c42] [c41] [c40] [c39] [c38] [c34] [c33] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c3] [c2] [c1] [d2] [d1] [i1]
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To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
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Archived links via Wayback Machine
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Reference lists
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Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
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OpenAlex data
Load additional information about publications from 
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last updated on 2026-08-22 02:15 CEST by the dblp team
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dblp was originally created in 1993 at:
since 2018, dblp has been operated, funded, and maintained by:
Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.
