Alexey Tsymbal
TitleCited byYear
The problem of concept drift: definitions and related work
A Tsymbal
Computer Science Department, Trinity College Dublin 106 (2), 58, 2004
8622004
Diversity in search strategies for ensemble feature selection
A Tsymbal, M Pechenizkiy, P Cunningham
Information fusion 6 (1), 83-98, 2005
2992005
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
2302004
Dynamic integration of classifiers for handling concept drift
A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen
Information fusion 9 (1), 56-68, 2008
2122008
Ensemble feature selection with the simple Bayesian classification
A Tsymbal, S Puuronen, DW Patterson
Information fusion 4 (2), 87-100, 2003
1662003
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
1272004
Medical ontologies for machine learning and decision support
H Martin, A Tsymbal, S Zillner
US Patent 7,899,764, 2011
1012011
Dynamic integration with random forests
A Tsymbal, M Pechenizkiy, P Cunningham
European conference on machine learning, 801-808, 2006
822006
A dynamic integration algorithm for an ensemble of classifiers
S Puuronen, V Terziyan, A Tsymbal
International symposium on methodologies for intelligent systems, 592-600, 1999
661999
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
642006
Bagging and boosting with dynamic integration of classifiers
A Tsymbal, S Puuronen
European Conference on Principles of Data Mining and Knowledge Discovery …, 2000
642000
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
582004
Detection, grading and classification of coronary stenoses in computed tomography angiography
BM Kelm, S Mittal, Y Zheng, A Tsymbal, D Bernhardt, F Vega-Higuera, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2011
572011
Dynamic integration of regression models
N Rooney, D Patterson, S Anand, A Tsymbal
International Workshop on Multiple Classifier Systems, 164-173, 2004
572004
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
562006
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
522014
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering.
SJ Delany, P Cunningham, A Tsymbal
FLAIRS Conference, 340-345, 2006
452006
A review of explanation and explanation in case-based reasoning
D Doyle, A Tsymbal, P Cunningham
Trinity College Dublin, Department of Computer Science, 2003
452003
Search strategies for ensemble feature selection in medical diagnostics
A Tsymbal, P Cunningham, M Pechenizkiy, S Puuronen
16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings., 124-129, 2003
442003
Eigenvector-Based Feature Extraction for Classification.
A Tsymbal, S Puuronen, M Pechenizkiy, M Baumgarten, DW Patterson
FLAIRS Conference, 354-358, 2002
422002
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Articles 1–20