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Alexey Tsymbal
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The problem of concept drift: definitions and related work
A Tsymbal
Computer Science Department, Trinity College Dublin 106 (2), 58, 2004
14932004
Diversity in search strategies for ensemble feature selection
A Tsymbal, M Pechenizkiy, P Cunningham
Information fusion 6 (1), 83-98, 2005
4192005
A case-based technique for tracking concept drift in spam filtering
SJ Delany, P Cunningham, A Tsymbal, L Coyle
International Conference on Innovative Techniques and Applications of …, 2004
3142004
Dynamic integration of classifiers for handling concept drift
A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen
Information fusion 9 (1), 56-68, 2008
3082008
Medical ontologies for machine learning and decision support
H Martin, A Tsymbal, S Zillner
US Patent 7,899,764, 2011
2652011
Ensemble feature selection with the simple Bayesian classification
A Tsymbal, S Puuronen, DW Patterson
Information fusion 4 (2), 87-100, 2003
1952003
Ensemble clustering in medical diagnostics
D Greene, A Tsymbal, N Bolshakova, P Cunningham
Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems, 576-581, 2004
1542004
Class noise and supervised learning in medical domains: The effect of feature extraction
M Pechenizkiy, A Tsymbal, S Puuronen, O Pechenizkiy
19th IEEE symposium on computer-based medical systems (CBMS'06), 708-713, 2006
1312006
Dynamic integration with random forests
A Tsymbal, M Pechenizkiy, P Cunningham
Machine Learning: ECML 2006: 17th European Conference on Machine Learning …, 2006
1092006
Method and system for automatic detection and classification of coronary stenoses in cardiac CT volumes
S Mittal, Y Zheng, B Georgescu, F Vega-Higuera, SK Zhou, D Comaniciu, ...
US Patent 8,526,699, 2013
1042013
PCA-based feature transformation for classification: Issues in medical diagnostics
M Pechenizkiy, A Tsymbal, S Puuronen
Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems, 535-540, 2004
1022004
Dynamic integration of regression models
N Rooney, D Patterson, S Anand, A Tsymbal
Multiple Classifier Systems: 5th International Workshop, MCS 2004, Cagliari …, 2004
962004
Detection, grading and classification of coronary stenoses in computed tomography angiography
BM Kelm, S Mittal, Y Zheng, A Tsymbal, D Bernhardt, F Vega-Higuera, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
852011
A dynamic integration algorithm for an ensemble of classifiers
S Puuronen, V Terziyan, A Tsymbal
Foundations of Intelligent Systems: 11th International Symposium, ISMIS’99 …, 1999
821999
Method and system for medical decision support using organ models and learning based discriminative distance functions
I Voigt, D Vitanovski, RI Ionasec, A Tsymbal, B Georgescu, SK Zhou, ...
US Patent 8,812,431, 2014
812014
Handling local concept drift with dynamic integration of classifiers: Domain of antibiotic resistance in nosocomial infections
A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen
19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06), 679-684, 2006
792006
Bagging and boosting with dynamic integration of classifiers
A Tsymbal, S Puuronen
Principles of Data Mining and Knowledge Discovery: 4th European Conference …, 2000
782000
A review of explanation and explanation in case-based reasoning
D Doyle, A Tsymbal, P Cunningham
Trinity College Dublin, Department of Computer Science, 2003
612003
Eigenvector-Based Feature Extraction for Classification.
A Tsymbal, S Puuronen, M Pechenizkiy, M Baumgarten, DW Patterson
FLAIRS, 354-358, 2002
572002
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering.
SJ Delany, P Cunningham, A Tsymbal
FLAIRS, 340-345, 2006
532006
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