| 2011 | MICCAI | A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions. | Mara Jimena Costa, Alexey Tsymbal, Matthias Hammon, Alexander Cavallaro, Michael Shling, Sascha Seifert, Dorin Comaniciu |
| 2011 | MICCAI | Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. | B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu |
| 2011 | MICCAI | Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices. | Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller, Xiaoguang Lu, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu |
| 2010 | MICCAI | Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. | Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu |
| 2009 | Interspeech | Hill-climbing feature selection for multi-stream ASR. | David Gelbart, Nelson Morgan, Alexey Tsymbal |
| 2008 | CBMS | Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. | Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal |
| 2008 | CBMS | Semantic Visualization of Patient Information. | Sonja Zillner, Tamas Hauer, Dmitri Rogulin, Alexey Tsymbal, Martin Huber, Tony Solomonides |
| 2007 | CBMS | Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data. | Alexey Tsymbal, Sonja Zillner, Martin Huber |
| 2006 | CBMS | Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy |
| 2006 | CBMS | Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
| 2006 | FlAIRS | A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. | Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal |
| 2006 | SAC | The impact of sample reduction on PCA-based feature extraction for supervised learning. | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
| 2005 | CBMS | Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
| 2005 | IJCAI | Sequential Genetic Search for Ensemble Feature Selection. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
| 2004 | CBMS | Ensemble Clustering in Medical Diagnostics. | Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham |
| 2004 | CBMS | PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
| 2004 | DaWaK | Diversity in Random Subspacing Ensembles. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
| 2004 | FlAIRS | Random Subspacing for Regression Ensembles. | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal |
| 2004 | SGAI | A Case-Based Technique for Tracking Concept Drift in Spam Filtering. | Sarah Jane Delany, Pdraig Cunningham, Alexey Tsymbal, Lorcan Coyle |
| 2003 | ADBIS | Dynamic Integration of Classifiers in the Space of Principal Components. | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson |
| 2003 | CBMS | Search Strategies for Ensemble Feature Selection in Medical Diagnostics. | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen |
| 2003 | KES | Feature Extraction for Classification in Knowledge Discovery Systems. | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
| 2002 | CBMS | Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. | Alexey Tsymbal, Seppo Puuronen |
| 2002 | FlAIRS | Eigenvector-Based Feature Extraction for Classification. | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson |
| 2002 | ISMIS | Feature Selection for Ensembles of Simple Bayesian Classifiers. | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
| 2001 | ADBIS | Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
| 2001 | DaWaK | Ensemble Feature Selection Based on the Contextual Merit. | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
| 2001 | IDA | Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
| 2000 | ADBIS | Decision Committee Learning with Dynamic Integration of Classifiers. | Alexey Tsymbal |
| 2000 | CBMS | Advanced Local Feature Selection in Medical Diagnostics. | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
| 2000 | HiPC | Dynamic Integration of Decision Committees. | Alexey Tsymbal, Seppo Puuronen |
| 2000 | ISMIS | Local Feature Selection with Dynamic Integration of Classifiers. | Alexey Tsymbal, Seppo Puuronen |
| 1999 | ADBIS | Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
| 1999 | CBMS | Learning Feature Selection for Medical Databases. | Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal |
| 1999 | ISMIS | A Dynamic Integration Algorithm for an Ensemble of Classifiers. | Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal |
| 1998 | CBMS | Advanced Dynamic Selection of Diagnostic Methods. | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |