| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller, Xiaoguang Lu, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu |
Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices.  |
MLMI  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | María Jimena Costa, Alexey Tsymbal, Matthias Hammon, Alexander Cavallaro, Michael Sühling, Sascha Seifert, Dorin Comaniciu |
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions. |
MCBR-CDS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu |
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. |
MICCAI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal |
Knowledge discovery and computer-based decision support in biomedicine. |
Artificial Intelligence in Medicine |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal |
Knowledge discovery and computer-based decision support in biomedicine. |
Artificial Intelligence in Medicine |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou |
Learning Discriminative Distance Functions for Case Retrieval and Decision Support. |
Tran. CBR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Torsten Schön, Alexey Tsymbal, Martin Huber |
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity into Classification of Gene Expression Data. |
RSCTC |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tharam S. Dillon, Daniel L. Rubin, William Gallagher, Amandeep S. Sidhu, Alexey Tsymbal (eds.) |
IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), Perth, Australia, October 12-15, 2010 |
CBMS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou |
Learning Discriminative Distance Functions for Case Retrieval and Decision Support. |
Industrial Conference on Data Mining - Workshops |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu |
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. |
MICCAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal |
Guest editorial for DKE special issue on "Biomedical Data Mining". |
Data Knowl. Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | David Gelbart, Nelson Morgan, Alexey Tsymbal |
Hill-climbing feature selection for multi-stream ASR. |
INTERSPEECH |
2009 |
DBLP BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
Dynamic integration of classifiers for handling concept drift. |
Information Fusion |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Towards more relevance-oriented data mining research. |
Intell. Data Anal. |
2008 |
DBLP BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Does Relevance Matter to Data Mining Research?. |
Data Mining: Foundations and Practice |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal |
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. |
CBMS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sonja Zillner, Tamas Hauer, Dmitri Rogulin, Alexey Tsymbal, Martin Huber, Tony Solomonides |
Semantic Visualization of Patient Information. |
CBMS |
2008 |
DBLP DOI BibTeX RDF |
Semantic Visualization, Ontologies, Treemaps, Medical Application, Facet Browsing, Ontology Reasoning |
| 1 | Tamas Hauer, Dmitri Rogulin, Sonja Zillner, Andrew Branson, Jetendr Shamdasani, Alexey Tsymbal, Martin Huber, Tony Solomonides, Richard McClatchey |
An Architecture for Semantic Navigation and Reasoning with Patient Data - Experiences of the Health-e-Child Project. |
International Semantic Web Conference |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Feature Extraction for Dynamic Integration of Classifiers. |
Fundam. Inform. |
2007 |
DBLP BibTeX RDF |
|
| 1 | Huicheng Zheng, Padraig Cunningham, Alexey Tsymbal |
Learning multiple linear manifolds with self-organizing networks. |
IJPEDS |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Sonja Zillner, Martin Huber |
Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data. |
CBMS |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Martin Huber, Sonja Zillner, Tamas Hauer, Shaohua Kevin Zhou |
Visualizing Patient Similarity in Clinical Decision Support. |
LWA |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alexey Tsymbal, Sonja Zillner, Martin Huber |
Ontology - Supported Machine Learning and Decision Support in Biomedicine. |
DILS |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis. |
IEEE Transactions on Information Technology in Biomedicine |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
The impact of sample reduction on PCA-based feature extraction for supervised learning. |
SAC |
2006 |
DBLP DOI BibTeX RDF |
sample reduction, feature extraction, supervised learning |
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy |
Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. |
CBMS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. |
CBMS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Dynamic Integration with Random Forests. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal |
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. |
FLAIRS Conference |
2006 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal |
Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field. |
DEXA Workshops |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Diversity in search strategies for ensemble feature selection. |
Information Fusion |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal, Lorcan Coyle |
A case-based technique for tracking concept drift in spam filtering. |
Knowl.-Based Syst. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Sequential Genetic Search for Ensemble Feature Selection. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Michael A. Shifrin, Irina Alexandrova |
Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections. |
Wissensmanagement (LNCS Volume) |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, Michael A. Shifrin, Irina Alexandrova |
Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections. |
Wissensmanagement |
2005 |
DBLP BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. |
CBMS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. |
DEXA Workshops |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Knowledge Management Challenges in Knowledge Discovery Systems. |
DEXA Workshops |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Diversity in Random Subspacing Ensembles. |
DaWaK |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham |
Ensemble Clustering in Medical Diagnostics. |
CBMS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. |
CBMS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal |
Dynamic Integration of Regression Models. |
Multiple Classifier Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal |
Random Subspacing for Regression Ensembles. |
FLAIRS Conference |
2004 |
DBLP BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Ensemble feature selection with the simple Bayesian classification. |
Information Fusion |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Feature Extraction for Classification in Knowledge Discovery Systems. |
KES |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen |
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. |
CBMS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson |
Dynamic Integration of Classifiers in the Space of Principal Components. |
ADBIS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Feature Selection for Ensembles of Simple Bayesian Classifiers. |
ISMIS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. |
CBMS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson |
Eigenvector-Based Feature Extraction for Classification. |
FLAIRS Conference |
2002 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Alexey Tsymbal |
Local Feature Selection with Dynamic Integration of Classifiers. |
Fundam. Inform. |
2001 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
Ensemble Feature Selection Based on the Contextual Merit. |
DaWaK |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. |
ADBIS |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Bagging and Boosting with Dynamic Integration of Classifiers. |
PKDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Dynamic Integration of Decision Committees. |
HiPC |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Local Feature Selection with Dynamic Integration of Classifiers. |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
Advanced Local Feature Selection in Medical Diagnostics. |
CBMS |
2000 |
DBLP DOI BibTeX RDF |
dynamic integration of classifiers, data mining, feature selection, decision trees, knowledge discovery, medical databases |
| 1 | Alexey Tsymbal |
Decision Committee Learning with Dynamic Integration of Classifiers. |
ADBIS-DASFAA |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal |
A Dynamic Integration Algorithm for an Ensemble of Classifiers. |
ISMIS |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal |
Learning Feature Selection for Medical Databases. |
CBMS |
1999 |
DBLP DOI BibTeX RDF |
Dynamic Classifier Integration, Data Mining, Machine Learning, Feature Selection, Medical Databases |
| 1 | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. |
ADBIS |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
Advanced Dynamic Selection of Diagnostic Methods. (PDF / PS) |
CBMS |
1998 |
DBLP DOI BibTeX RDF |
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