Catarina Silva

Joaquim Barranca

2015

Text Mining Applied to Electronic Medical Records: A Literature Review.

[BibT_eX]

[DOI]

Int. J. E Health Medical Commun., 2015

Active Manifold Learning with Twitter Big Data.

[BibT_eX]

[DOI]

Proceedings of the INNS Conference on Big Data 2015, 2015

Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval.

[BibT_eX]

[DOI]

Noel Lopes

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

The impact of longstanding messages in micro-blogging classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

DOTS: Drift Oriented Tool System.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Experience of an International Collaborative Project with First Year Programming Students.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

Assistive Mobile Applications for Dyslexia.

[BibT_eX]

[DOI]

Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

Health Twitter Big Bata Management with Hadoop Framework.

[BibT_eX]

[DOI]

João Cunha

Mário Antunes

Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

2014

Decision Support System to Diagnosis and Classification of Epilepsy in Children.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2014

Mobile Games for Children.

[BibT_eX]

[DOI]

Sílvia Martins

Luis Marcelino

Proceedings of the New Perspectives in Information Systems and Technologies, 2014

Concept Drift Awareness in Twitter Streams.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2013

Customized crowds and active learning to improve classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

CrowdTargeting: Making Crowds More Personal.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 2013

Defining Semantic Meta-hashtags for Twitter Classification.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Using text mining to diagnose and classify epilepsy in children.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

Profile-based system for nutritional information management.

[BibT_eX]

[DOI]

Rui Costa

Luis Marcelino

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

2012

Enhanced default risk models with SVM+.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

2011

Get Your Jokes Right: Ask the Crowd.

[BibT_eX]

[DOI]

Proceedings of the Model and Data Engineering - First International Conference, 2011

On using crowdsourcing and active learning to improve classification performance.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

The Importance of Precision in Humour Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

A Hybrid AIS-SVM Ensemble Approach for Text Classification.

[BibT_eX]

[DOI]

Mário Antunes

Manuel Eduardo Correia

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Citizens@City Mobile Application for Urban Problem Reporting.

[BibT_eX]

[DOI]

António Miguel Ribeiro

Rui Pedro Costa

Luís Marcelino

Proceedings of the ENTERprise Information Systems - International Conference, 2011

Virtual Fitting Room Augmented Reality Techniques for e-Commerce.

[BibT_eX]

[DOI]

Francisco Pereira

Mário Alves

Proceedings of the ENTERprise Information Systems - International Conference, 2011

Location-Based Service for a Social Network with Time and Space Information.

[BibT_eX]

[DOI]

Ana Filipa Nogueira

Proceedings of the ENTERprise Information Systems - International Conference, 2011

Mobile Multimedia Visiting Guide to Knowledge and Experiences Sharing.

[BibT_eX]

[DOI]

Proceedings of the ENTERprise Information Systems - International Conference, 2011

2010

Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques

[BibT_eX]

[DOI]

Studies in Computational Intelligence 255, Springer, ISBN: 978-3-642-04532-5, 2010

Distributed Text Classification With an Ensemble Kernel-Based Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2010

Improving recall values in breast cancer diagnosis with Incremental Background Knowledge.

[BibT_eX]

[DOI]

Noel Lopes

Proceedings of the International Joint Conference on Neural Networks, 2010

Financial distress model prediction using SVM+.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

High-performance bankruptcy prediction model using Graphics Processing Units.

[BibT_eX]

[DOI]

Noel Lopes

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data.

[BibT_eX]

[DOI]

Armando Vieira

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Improving Text Classification Performance with Incremental Background Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

2008

Towards Expanding Relevance Vector Machines to Large Scale Datasets.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2008

Building resilient classifiers for LSB matching steganography.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Learning Manifolds for Bankruptcy Analysis.

[BibT_eX]

[DOI]

Qingzhong Liu

Andrew H. Sung

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Selecting Examples in Manifold Reduced Feature Space for Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Distributed Ensemble Learning in Text Classification.

[BibT_eX]

Proceedings of the ICEIS 2008, 2008

Text Classification on Embedded Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2008

2007

On Text-based Mining with Active Learning and Background Knowledge Using SVM.

[BibT_eX]

[DOI]

Soft Comput., 2007

Combining active learning and relevance vector machines for text classification.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Boosting RVM Classifiers for Large Data Sets.

[BibT_eX]

[DOI]

Andrew H. Sung

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Scaling Text Classification with Relevance Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Two-Level Hierarchical Hybrid SVM-RVM Classification Model.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

2005

Speeding-up text categorization in a grid computing environment.

[BibT_eX]

[DOI]

Uros Lotric

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

2004

Margin-Based Active Learning and Background Knowledge in Text Mining.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2003

Navigating mobile robots with a modular neural architecture.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2003

On the Evaluation of Text Processing in Text Categorization.

[BibT_eX]

Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003

An Inductive Inference Approach to Large Scale Text Categorisation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

2000

MONODA: A Neural Modular Architecture for Obstacle Avoidance without Knowledge of the Environment.

[BibT_eX]

[DOI]

Manuel M. Crisóstomo