Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Peter Dankerl, Matthias Hammon, Alexey Tsymbal, Alexander Cavallaro, Stephan Achenbach, Michael Uder, Rolf Janka |
Evaluation of novice reader diagnostic performance in coronary CT angiography using an advanced cardiac software package. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Comput. Assist. Radiol. Surg. ![In: Int. J. Comput. Assist. Radiol. Surg. 9(4), pp. 609-615, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Eugen Meissner, B. Michael Kelm, Martin Kramer |
Towards cloud-based image-integrated similarity search in big data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BHI ![In: Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, Valencia, Spain, June 1-4, 2014, pp. 593-596, 2014, IEEE. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
1 | Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal |
Trends in computer-based medical systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGHIT Rec. ![In: SIGHIT Rec. 2(2), pp. 46-50, 2012. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
1 | Torsten Schön, Alexey Tsymbal, Martin Huber 0001 |
Gene-pair representation and incorporation of GO-based semantic similarity into classification of gene expression data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Intell. Data Anal. ![In: Intell. Data Anal. 16(5), pp. 827-843, 2012. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
1 | Michael Wels, B. Michael Kelm, Alexey Tsymbal, Matthias Hammon, Grzegorz Soza, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu |
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Medical Imaging: Computer-Aided Diagnosis ![In: Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California, United States, 4-9 February 2012, pp. 831513, 2012, SPIE, 9780819489647. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
1 | Paolo Soda, Francesco Tortorella, Sameer K. Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal (eds.) |
Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![IEEE Computer Society, 978-1-4673-2051-1 The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP BibTeX RDF |
|
1 | María Jimena Costa, Alexey Tsymbal, William Nguatem, Michael Sühling, Shaohua Kevin Zhou, Dorin Comaniciu |
A method for mass candidate detection and an application to liver lesion detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Medical Imaging: Computer-Aided Diagnosis ![In: Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando), Florida, United States, 12-17 February 2011, pp. 79630R, 2011, SPIE, 9780819485052. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
1 | Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu |
Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Medical Imaging: Image-Guided Procedures ![In: Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling, Lake Buena Vista (Orlando), Florida, United States, 12-17 February 2011, pp. 79640L, 2011, SPIE, 9780819485069. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLMI ![In: Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, pp. 282-290, 2011, Springer, 978-3-642-24318-9. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
1 | B. Michael Kelm, Sushil Mittal, Yefeng Zheng 0001, 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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICCAI (3) ![In: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, pp. 25-32, 2011, Springer, 978-3-642-23625-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MCBR-CDS ![In: Medical Content-Based Retrieval for Clinical Decision Support - Second MICCAI International Workshop, MCBR-CDS 2011, Toronto, ON, Canada, September 22, 2011, Revised Selected Papers, pp. 92-104, 2011, Springer, 978-3-642-28459-5. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
1 | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal |
Knowledge discovery and computer-based decision support in biomedicine. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Artif. Intell. Medicine ![In: Artif. Intell. Medicine 50(1), pp. 1-2, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Martin Huber 0001, Shaohua Kevin Zhou |
Learning Discriminative Distance Functions for Case Retrieval and Decision Support. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. Case Based Reason. ![In: Trans. Case Based Reason. 3(1), pp. 1-16, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP BibTeX RDF |
|
1 | Ingmar Voigt, Dime Vitanovski, Razvan Ioan Ionasec, Alexey Tsymbal, Bogdan Georgescu, Shaohua Kevin Zhou, Martin Huber 0001, Nassir Navab, Joachim Hornegger, Dorin Comaniciu |
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Medical Imaging: Image Processing ![In: Medical Imaging 2010: Image Processing, San Diego, California, USA, February 14-16, 2010, pp. 762314, 2010, SPIE, 978-0-8194-8024-8. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Tharam S. Dillon, Daniel L. Rubin, William M. Gallagher, Amandeep S. Sidhu, Alexey Tsymbal (eds.) |
IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), Perth, Australia, October 12-15, 2010 ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![IEEE Computer Society, 978-1-4244-9167-4 The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP BibTeX RDF |
|
1 | Alexey Tsymbal, Martin Huber 0001, Shaohua Kevin Zhou |
Learning Discriminative Distance Functions for Case Retrieval and Decision Support. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM (Workshops) ![In: Advances in Data Mining. 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 2010, Workshop Proceedings, pp. 65-80, 2010, ibai Publishing, 978-3-940501-15-8. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP BibTeX RDF |
|
1 | Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber 0001, 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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICCAI (1) ![In: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I, pp. 460-467, 2010, Springer, 978-3-642-15704-2. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Torsten Schön, Alexey Tsymbal, Martin Huber 0001 |
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity into Classification of Gene Expression Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RSCTC ![In: Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings, pp. 217-226, 2010, Springer, 978-3-642-13528-6. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Mykola Pechenizkiy, Alexey Tsymbal |
Guest editorial for DKE special issue on "Biomedical Data Mining". ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Knowl. Eng. ![In: Data Knowl. Eng. 68(12), pp. 1357-1358, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | David Gelbart, Nelson Morgan, Alexey Tsymbal |
Hill-climbing feature selection for multi-stream ASR. ![Search on Bibsonomy](Pics/bibsonomy.png) |
INTERSPEECH ![In: INTERSPEECH 2009, 10th Annual Conference of the International Speech Communication Association, Brighton, United Kingdom, September 6-10, 2009, pp. 2967-2970, 2009, ISCA. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Razvan Ioan Ionasec, Alexey Tsymbal, Dime Vitanovski, Bogdan Georgescu, Shaohua Kevin Zhou, Nassir Navab, Dorin Comaniciu |
Shape-based diagnosis of the aortic valve. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Medical Imaging: Image Processing ![In: Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando Area), Florida, United States, 7-12 February 2009, pp. 725908, 2009, SPIE, 9780819475107. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Gabor Rendes, Martin Huber 0001, Shaohua Kevin Zhou |
The Neighborhood Graph for Clinical Case Retrieval and Decision Support within Health-e-Child CaseReasoner. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LWA ![In: LWA 2009: Workshop-Woche: Lernen, Wissen, Adaptivität, Darmstadt, 21.-23. September 2009, pp. FGWM:49-56, 2009, FG Telekooperation/FG Knowledge Engineering, Technische Universität Darmstadt, Germany. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP BibTeX RDF |
|
1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Towards more relevance-oriented data mining research. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Intell. Data Anal. ![In: Intell. Data Anal. 12(2), pp. 237-249, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP BibTeX RDF |
|
1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
Dynamic integration of classifiers for handling concept drift. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 9(1), pp. 56-68, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Does Relevance Matter to Data Mining Research?. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Mining: Foundations and Practice ![In: Data Mining: Foundations and Practice, pp. 251-275, 2008, Springer, 978-3-540-78487-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
1 | Tamas Hauer, Dmitri Rogulin, Sonja Zillner, Andrew Branson, Jetendr Shamdasani, Alexey Tsymbal, Martin Huber 0001, Tony Solomonides, Richard McClatchey |
An Architecture for Semantic Navigation and Reasoning with Patient Data - Experiences of the Health-e-Child Project. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISWC ![In: The Semantic Web - ISWC 2008, 7th International Semantic Web Conference, ISWC 2008, Karlsruhe, Germany, October 26-30, 2008. Proceedings, pp. 737-750, 2008, Springer, 978-3-540-88563-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland, pp. 632-637, 2008, IEEE Computer Society, 978-0-7695-3165-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
1 | Sonja Zillner, Tamas Hauer, Dmitri Rogulin, Alexey Tsymbal, Martin Huber 0001, Tony Solomonides |
Semantic Visualization of Patient Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland, pp. 296-301, 2008, IEEE Computer Society, 978-0-7695-3165-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Semantic Visualization, Ontologies, Treemaps, Medical Application, Facet Browsing, Ontology Reasoning |
1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Feature Extraction for Dynamic Integration of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Fundam. Informaticae ![In: Fundam. Informaticae 77(3), pp. 243-275, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP BibTeX RDF |
|
1 | Huicheng Zheng, Padraig Cunningham, Alexey Tsymbal |
Learning multiple linear manifolds with self-organizing networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Parallel Emergent Distributed Syst. ![In: Int. J. Parallel Emergent Distributed Syst. 22(6), pp. 417-426, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Sonja Zillner, Martin Huber 0001 |
Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia, pp. 595-600, 2007, IEEE Computer Society, 0-7695-2905-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Sonja Zillner, Martin Huber 0001 |
Ontology - Supported Machine Learning and Decision Support in Biomedicine. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DILS ![In: Data Integration in the Life Sciences, 4th International Workshop, DILS 2007, Philadelphia, PA, USA, June 27-29, 2007, Proceedings, pp. 156-171, 2007, Springer, 978-3-540-73254-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Martin Huber 0001, Sonja Zillner, Tamas Hauer, Shaohua Kevin Zhou |
Visualizing Patient Similarity in Clinical Decision Support. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LWA ![In: LWA 2007: Lernen - Wissen - Adaption, Halle, Deutschland, September 2007, Workshop Proceedings, pp. 304-311, 2007, Martin-Luther-University Halle-Wittenberg, 978-3-86010-907-6. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP BibTeX RDF |
|
1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Inf. Technol. Biomed. ![In: IEEE Trans. Inf. Technol. Biomed. 10(3), pp. 533-539, 2006. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAC ![In: Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006, pp. 553-558, 2006, ACM, 1-59593-108-2. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA, pp. 708-713, 2006, IEEE Computer Society, 978-0-7695-2517-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA, pp. 679-684, 2006, IEEE Computer Society, 978-0-7695-2517-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI 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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DEXA Workshops ![In: 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 4-8 September 2006, Krakow, Poland, pp. 579-583, 2006, IEEE Computer Society. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Dynamic Integration with Random Forests. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings, pp. 801-808, 2006, Springer, 3-540-45375-X. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FLAIRS ![In: Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, Melbourne Beach, Florida, USA, May 11-13, 2006, pp. 340-345, 2006, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP BibTeX RDF |
|
1 | Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal, Lorcan Coyle |
A case-based technique for tracking concept drift in spam filtering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 18(4-5), pp. 187-195, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Diversity in search strategies for ensemble feature selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 6(1), pp. 83-98, 2005. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Wissensmanagement ![In: WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management - Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany, pp. 334-340, 2005, DFKI, Kaiserslautern, 3-00-016020-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Wissensmanagement (LNCS Volume) ![In: Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers, pp. 360-372, 2005, Springer, 3-540-30465-7. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 23-24 June 2005, Dublin, Ireland, pp. 365-370, 2005, IEEE Computer Society, 0-7695-2355-2. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DEXA Workshops ![In: 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 22-26 August 2005, Copenhagen, Denmark, pp. 733-737, 2005, IEEE Computer Society, 0-7695-2424-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Knowledge Management Challenges in Knowledge Discovery Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DEXA Workshops ![In: 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 22-26 August 2005, Copenhagen, Denmark, pp. 433-437, 2005, IEEE Computer Society, 0-7695-2424-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Sequential Genetic Search for Ensemble Feature Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August 5, 2005, pp. 877-882, 2005, Professional Book Center, 0938075934. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP BibTeX RDF |
|
1 | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal |
Dynamic Integration of Regression Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings, pp. 164-173, 2004, Springer, 3-540-22144-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 24-25 June 2004, Bethesda, MD, USA, pp. 535-, 2004, IEEE Computer Society, 0-7695-2104-5. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham |
Ensemble Clustering in Medical Diagnostics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 24-25 June 2004, Bethesda, MD, USA, pp. 576-581, 2004, IEEE Computer Society, 0-7695-2104-5. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Diversity in Random Subspacing Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DaWaK ![In: Data Warehousing and Knowledge Discovery, 6th International Conference, DaWaK 2004, Zaragoza, Spain, September 1-3, 2004, Proceedings, pp. 309-319, 2004, Springer, 3-540-22937-X. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Sarah Jane Delany, Pádraig Cunningham, Alexey Tsymbal, Lorcan Coyle |
A Case-Based Technique for Tracking Concept Drift in Spam Filtering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SGAI Conf. (Applications) ![In: Applications and Innovations in Intelligent Systems XII, Proceedings of AI-2004, the Twenty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 13-15 December 2004., pp. 3-16, 2004, Springer, 978-1-85233-908-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
1 | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal |
Random Subspacing for Regression Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FLAIRS ![In: Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, Miami Beach, Florida, USA, pp. 532-537, 2004, AAAI Press, 1-57735-201-7. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Ensemble feature selection with the simple Bayesian classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 4(2), pp. 87-100, 2003. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen |
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 26-27 June 2003, New York, NY, USA, pp. 124-129, 2003, IEEE Computer Society, 0-7695-1901-6. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Feature Extraction for Classification in Knowledge Discovery Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KES ![In: Knowledge-Based Intelligent Information and Engineering Systems, 7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings, Part I, pp. 526-532, 2003, Springer, 3-540-40803-7. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ADBIS ![In: Advances in Databases and Information Systems, 7th East European Conference, ADBIS 2003, Dresden, Germany, September 3-6, 2003, Proceedings, pp. 278-292, 2003, Springer, 3-540-20047-9. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Feature Selection for Ensembles of Simple Bayesian Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMIS ![In: Foundations of Intelligent Systems, 13th International Symposium, ISMIS 2002, Lyon, France, June 27-29, 2002, Proceedings, pp. 592-600, 2002, Springer, 3-540-43785-1. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen |
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 4-7 June 2002, Maribor, Slovenia, pp. 225-230, 2002, IEEE Computer Society, 0-7695-1614-9. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson |
Eigenvector-Based Feature Extraction for Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FLAIRS ![In: Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, May 14-16, 2002, Pensacola Beach, Florida, USA, pp. 354-358, 2002, AAAI Press, 1-57735-141-X. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP BibTeX RDF |
|
1 | Seppo Puuronen, Alexey Tsymbal |
Local Feature Selection with Dynamic Integration of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Fundam. Informaticae ![In: Fundam. Informaticae 47(1-2), pp. 91-117, 2001. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP BibTeX RDF |
|
1 | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
Ensemble Feature Selection Based on the Contextual Merit. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DaWaK ![In: Data Warehousing and Knowledge Discovery, Third International Conference, DaWaK 2001, Munich, Germany, September 5-7, 2001, Proceedings, pp. 111-120, 2001, Springer, 3-540-42553-5. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDA ![In: Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings, pp. 135-144, 2001, Springer, 3-540-42581-0. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ADBIS ![In: Advances in Databases and Information Systems, 5th East European Conference, ADBIS 2001, Vilnius, Lithuania, September 25-28, 2001, Proceedings, pp. 155-168, 2001, Springer, 3-540-42555-1. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen |
Bagging and Boosting with Dynamic Integration of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PKDD ![In: Principles of Data Mining and Knowledge Discovery, 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000, Proceedings, pp. 116-125, 2000, Springer, 3-540-41066-X. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen |
Local Feature Selection with Dynamic Integration of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMIS ![In: Foundations of Intelligent Systems, 12th International Symposium, ISMIS 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings, pp. 417-425, 2000, Springer, 3-540-41094-5. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen |
Dynamic Integration of Decision Committees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HiPC ![In: High Performance Computing - HiPC 2000, 7th International Conference, Bangalore, India, December 17-20, 2000, Proceedings, pp. 537-546, 2000, Springer, 3-540-41429-0. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
1 | Seppo Puuronen, Alexey Tsymbal, Vagan Y. Terziyan |
Distance functions in dynamic integration of data mining techniques. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Mining and Knowledge Discovery: Theory, Tools, and Technology ![In: Data Mining and Knowledge Discovery: Theory, Tools, and Technology II, Orlando, FL, USA, April 24, 2000, pp. 22-32, 2000, SPIE, 978-0-8194-3683-2. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
1 | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
Advanced Local Feature Selection in Medical Diagnostics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 23-24 June 2000, Houston, TX, USA, pp. 25-, 2000, IEEE Computer Society, 0-7695-0484-1. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ADBIS-DASFAA ![In: Current Issues in Databases and Information Systems, East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications, ADBIS-DASFAA 2000, Prague, Czech Republic, September 5-8, 2000, Proceedings, pp. 265-278, 2000, Springer, 3-540-67977-4. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
1 | Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal |
A Dynamic Integration Algorithm for an Ensemble of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMIS ![In: Foundations of Intelligent Systems, 11th International Symposium, ISMIS '99, Warsaw, Poland, June 8-11, 1999, Proceedings, pp. 592-600, 1999, Springer, 3-540-65965-X. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
1 | Seppo Puuronen, Vagan Y. Terziyan, Artyom Katasonov, Alexey Tsymbal |
Dynamic integration of multiple data mining techniques in a knowledge discovery management system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Mining and Knowledge Discovery: Theory, Tools, and Technology ![In: Data Mining and Knowledge Discovery: Theory, Tools, and Technology I, Orlando, FL, USA, April 5, 1999, pp. 128-141, 1999, SPIE, 978-0-8194-3169-1. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
1 | Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal |
Learning Feature Selection for Medical Databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, Stamford, CT, USA, pp. 53-, 1999, IEEE Computer Society, 0-7695-0234-2. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ADBIS ![In: Advances in Databases and Information Systems, Third East European Conference, ADBIS'99, Maribor, Slovenia, September 13-16, 1999, Proceedings, pp. 205-217, 1999, Springer, 3-540-66485-8. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
1 | Vagan Y. Terziyan, Alexey Tsymbal, Seppo Puuronen |
The decision support system for telemedicine based on multiple expertise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Medical Informatics ![In: Int. J. Medical Informatics 49(2), pp. 217-229, 1998. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
1 | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
Advanced Dynamic Selection of Diagnostic Methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CBMS ![In: 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 12-14 June 1998, Lubbock, TX, USA, pp. 50-54, 1998, IEEE Computer Society, 0-8186-8563-8. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|