Alexey Tsymbal
According to our database1,
Alexey Tsymbal
authored at least 71 papers
between 1998 and 2014.
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Bibliography
2014
Evaluation of novice reader diagnostic performance in coronary CT angiography using an advanced cardiac software package.
Int. J. Comput. Assist. Radiol. Surg., 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2012
Gene-pair representation and incorporation of GO-based semantic similarity into classification of gene expression data.
Intell. Data Anal., 2012
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012
2011
Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
Trans. Case Based Reason., 2010
Artif. Intell. Medicine, 2010
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
Data Knowl. Eng., 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
The Neighborhood Graph for Clinical Case Retrieval and Decision Support within Health-e-Child CaseReasoner.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
2008
Proceedings of the Data Mining: Foundations and Practice, 2008
An Architecture for Semantic Navigation and Reasoning with Patient Data - Experiences of the Health-e-Child Project.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
Int. J. Parallel Emergent Distributed Syst., 2007
Fundam. Informaticae, 2007
Visualizing Patient Similarity in Clinical Decision Support.
Proceedings of the LWA 2007: Lernen - Wissen, 2007
Proceedings of the Data Integration in the Life Sciences, 4th International Workshop, 2007
Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2006
Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis.
IEEE Trans. Inf. Technol. Biomed., 2006
The impact of sample reduction on PCA-based feature extraction for supervised learning.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field.
Proceedings of the 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 2006
Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Knowl. Based Syst., 2005
Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections.
Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005
Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections.
Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005
Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
Inf. Fusion, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003
Proceedings of the Advances in Databases and Information Systems, 2003
2002
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002
2001
Fundam. Informaticae, 2001
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001
Proceedings of the Data Warehousing and Knowledge Discovery, 2001
Proceedings of the Advances in Databases and Information Systems, 2001
2000
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000
Proceedings of the High Performance Computing, 2000
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000
Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000
Proceedings of the Current Issues in Databases and Information Systems, 2000
1999
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999
Dynamic integration of multiple data mining techniques in a knowledge discovery management system.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999
Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation.
Proceedings of the Advances in Databases and Information Systems, 1999
1998
Int. J. Medical Informatics, 1998
Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998