Raquel Sebastiao
Raquel Sebastiao
IEETA, Univ. Aveiro, Portugal & LIAAD - INESC TEC, Univ. Porto, Portugal
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On evaluating stream learning algorithms
J Gama, R Sebastiao, PP Rodrigues
Machine learning 90 (3), 317-346, 2013
Issues in evaluation of stream learning algorithms
J Gama, R Sebastiao, PP Rodrigues
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
A study on change detection methods
R Sebastiao, J Gama
4th Portuguese Conf. on Artificial Intelligence, 353-364, 2009
Regression trees from data streams with drift detection
E Ikonomovska, J Gama, R Sebastião, D Gjorgjevik
International Conference on Discovery Science, 121-135, 2009
Change detection in learning histograms from data streams
R Sebastiao, J Gama
Portuguese Conference on Artificial Intelligence, 112-123, 2007
Evaluating algorithms that learn from data streams
J Gama, PP Rodrigues, R Sebastiao
Proceedings of the 2009 ACM symposium on Applied Computing, 1496-1500, 2009
Visual phenotype in Williams-Beuren syndrome challenges magnocellular theories explaining human neurodevelopmental visual cortical disorders
M Castelo-Branco, M Mendes, AR Sebastião, A Reis, M Soares, J Saraiva, ...
The Journal of clinical investigation 117 (12), 3720-3729, 2007
Monitoring incremental histogram distribution for change detection in data streams
R Sebastião, J Gama, PP Rodrigues, J Bernardes
International Workshop on Knowledge Discovery from Sensor Data, 25-42, 2008
Total mass TCI driven by parametric estimation
MM Silva, C Sousa, R Sebastiao, J Gama, T Mendonça, P Rochak, ...
2009 17th Mediterranean Conference on Control and Automation, 1149-1154, 2009
Drift Severity Metric
P Kosina, J Gama, R Sebastião
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on …, 2010
Real-time algorithm for changes detection in depth of anesthesia signals
R Sebastião, MM Silva, R Rabiço, J Gama, T Mendonça
Evolving systems 4 (1), 3-12, 2013
Fading histograms in detecting distribution and concept changes
R Sebastião, J Gama, T Mendonça
International Journal of Data Science and Analytics 3 (3), 183-212, 2017
Memoryless fading windows in ubiquitous settings
P Rodrigues, J Gama, R Sebastiao
Proceedings of Ubiquitous Data Mining (UDM) Workshop in Conjunction with the …, 2010
Supporting the page-hinkley test with empirical mode decomposition for change detection
R Sebastião, JM Fernandes
International Symposium on Methodologies for Intelligent Systems, 492-498, 2017
Improving cardiotocography monitoring: a memory-less stream learning approach
PP Rodrigues, R Sebastiao, CC Santos
Proceedings of the Learning from Medical Data Streams Workshop. Bled …, 2011
Contributions to an advisory system for changes detection in depth of anesthesia signals
R Sebastiao, MM Silva, J Gama, T Mendonça
Proceedings of the Learning from Medical Data Streams Workshop. Bled …, 2011
Change detection in climate data over the Iberian peninsula
R Sebastião, PP Rodrigues, J Gama
2009 IEEE International Conference on Data Mining Workshops, 248-253, 2009
Decision trees using the minimum entropy-of-error principle
JP Sá, J Gama, R Sebastião, LA Alexandre
International Conference on Computer Analysis of Images and Patterns, 799-807, 2009
Constructing fading histograms from data streams
R Sebastião, J Gama, T Mendonça
Progress in Artificial Intelligence 3 (1), 15-28, 2014
Tree Classifiers Based on Minimum Error Entropy Decisions
JM de Sa, R Sebastião, J Gama
Canadian Journal on Artificial Intelligence, Machine Learning & Pattern …, 2011
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