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 | 2010 | |
|---|---|---|
| c57 |      | Seppo Puuronen, Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandra Tesanovic: A holistic framework for understanding acceptance of Remote Patient Management (RPM) systems by non-professional users. CBMS 2010: 426-431 |
| 2008 | ||
| j10 | | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal: Towards more relevance-oriented data mining research. Intell. Data Anal. 12(2): 237-249 (2008) |
| j9 | | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen: Dynamic integration of classifiers for handling concept drift. Information Fusion 9(1): 56-68 (2008) |
| c56 | | Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal: Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. CBMS 2008: 632-637 |
| c55 | | Ekaterina Vasilyeva, Paul De Bra, Mykola Pechenizkiy, Seppo Puuronen: Tailoring Feedback in Online Assessment: Influence of Learning Styles on the Feedback Preferences and Elaborated Feedback Effectiveness. ICALT 2008: 834-838 |
| p1 | | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal: Does Relevance Matter to Data Mining Research?. Data Mining: Foundations and Practice 2008: 251-275 |
| 2007 | ||
| j8 | | Oleksiy Mazhelis, Seppo Puuronen: A framework for behavior-based detection of user substitution in a mobile context. Computers & Security 26(2): 154-176 (2007) |
| j7 | | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson: Feature Extraction for Dynamic Integration of Classifiers. Fundam. Inform. 77(3): 243-275 (2007) |
| c54 | | Oleksiy Mazhelis, Seppo Puuronen: Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. ARES 2007: 465-472 |
| c53 | | Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen: Personalization of Immediate Feedback to Learning Styles. ICALT 2007: 622-624 |
| 2006 | ||
| j6 | | 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 10(3): 533-539 (2006) |
| c52 | | 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: 679-684 |
| c51 | | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy: Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. CBMS 2006: 708-713 |
| c50 | | 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: 579-583 |
| c49 | | Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen: The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. ICALT 2006: 1143-1144 |
| c48 | | Oleksiy Mazhelis, Seppo Puuronen, Mika Raento: Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. ICICS 2006: 302-321 |
| c47 | | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal: The impact of sample reduction on PCA-based feature extraction for supervised learning. SAC 2006: 553-558 |
| c46 | | Oleksiy Mazhelis, Seppo Puuronen, Mika Raento: Evaluating Classifiers for Mobile-Masquerader Detection. SEC 2006: 271-283 |
| 2005 | ||
| c45 | | Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen: Towards the Framework of Adaptive User Interfaces for eHealth. CBMS 2005: 139-144 |
| c44 | | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen: Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. CBMS 2005: 365-370 |
| c43 | | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen: Knowledge Management Challenges in Knowledge Discovery Systems. DEXA Workshops 2005: 433-437 |
| c42 | | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal: Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. DEXA Workshops 2005: 733-737 |
| c41 | | Elena N. Zaitseva, Vitaly G. Levashenko, K. Matiasko, Seppo Puuronen: Dynamic Reliability Indices for k-out-of-n Multi-State System. ISMVL 2005: 264-269 |
| c40 |  | 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: 334-340 |
| c39 | | 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: 360-372 |
| 2004 | ||
| c38 | | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen: PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. CBMS 2004: 535- |
| c37 | | Oleksiy Mazhelis, Seppo Puuronen: Combining One-Class Classifiers for Mobile-User Substitution Detection. ICEIS (4) 2004: 130-137 |
| c36 | | Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen: Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. ICICS 2004: 318-330 |
| 2003 | ||
| j5 | | Alexandr Seleznyov, Seppo Puuronen: Using continuous user authentication to detect masqueraders. Inf. Manag. Comput. Security 11(3): 139-145 (2003) |
| j4 | | Alexey Tsymbal, Seppo Puuronen, David W. Patterson: Ensemble feature selection with the simple Bayesian classification. Information Fusion 4(2): 87-100 (2003) |
| c35 | | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson: Dynamic Integration of Classifiers in the Space of Principal Components. ADBIS 2003: 278-292 |
| c34 | | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen: Search Strategies for Ensemble Feature Selection in Medical Diagnostics. CBMS 2003: 124-129 |
| c33 | | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal: Feature Extraction for Classification in Knowledge Discovery Systems. KES 2003: 526-532 |
| 2002 | ||
| c32 | | Alexey Tsymbal, Seppo Puuronen: Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. CBMS 2002: 225-230 |
| c31 | | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson: Eigenvector-Based Feature Extraction for Classification. FLAIRS Conference 2002: 354-358 |
| c30 | | Oleksiy Mazhelis, Alexandr Seleznyov, Seppo Puuronen: A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users. Certification and Security in E-Services 2002: 149-164 |
| c29 | | Alexey Tsymbal, Seppo Puuronen, David W. Patterson: Feature Selection for Ensembles of Simple Bayesian Classifiers. ISMIS 2002: 592-600 |
| 2001 | ||
| j3 | | Seppo Puuronen, Alexey Tsymbal: Local Feature Selection with Dynamic Integration of Classifiers. Fundam. Inform. 47(1-2): 91-117 (2001) |
| c28 | | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal: Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. ADBIS 2001: 155-168 |
| c27 | | Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska: Selection of Voice Features to Diagnose Hearing Impairments of Children. CBMS 2001: 427-432 |
| c26 | | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal: Ensemble Feature Selection Based on the Contextual Merit. DaWaK 2001: 111-120 |
| c25 | | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk: Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. IDA 2001: 135-144 |
| c24 | | Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen: Learning Temporal Regularities of User Behavior for Anomaly Detection. MMM-ACNS 2001: 143-152 |
| c23 | | Vladimir Ryabov, Seppo Puuronen: Probabilistic Reasoning about Uncertain Relations between Temporal Points. TIME 2001: 35-40 |
| 2000 | ||
| c22 | | Vladimir Ryabov, Seppo Puuronen: Estimation of Uncertain Relations between Indeterminate Temporal Points. ADVIS 2000: 108-116 |
| c21 | | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk: Advanced Local Feature Selection in Medical Diagnostics. CBMS 2000: 25- |
| c20 | | Alexandr Seleznyov, Seppo Puuronen: HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. DEXA Workshop 2000: 41-45 |
| c19 | | |
| c18 | | Alexey Tsymbal, Seppo Puuronen: Local Feature Selection with Dynamic Integration of Classifiers. ISMIS 2000: 417-425 |
| c17 | | Alexey Tsymbal, Seppo Puuronen: Bagging and Boosting with Dynamic Integration of Classifiers. PKDD 2000: 116-125 |
| 1999 | ||
| c16 | | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan: Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. ADBIS 1999: 205-217 |
| c15 | | Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal: Learning Feature Selection for Medical Databases. CBMS 1999: 53- |
| c14 | | Seppo Puuronen, Vagan Y. Terziyan: A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. CIA 1999: 163-174 |
| c13 | | Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky: Mining Several Data Bases With an Ensemble of Classifiers. DEXA 1999: 882-891 |
| c12 | | Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky: Mining Several Data Bases with an Ensemble of Classifiers. DEXA Workshop 1999: 218-222 |
| c11 | | Seppo Puuronen, Vagan Y. Terziyan: A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. DEXA Workshop 1999: 1155-1160 |
| c10 | | Seppo Puuronen, Vagan Y. Terziyan: Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. EKAW 1999: 259-273 |
| c9 | | Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan: Representation and Reasoning with Uncertain Temporal Relations. FLAIRS Conference 1999: 449-453 |
| c8 | | Vagan Y. Terziyan, Seppo Puuronen: Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. IEA/AIE 1999: 353-361 |
| c7 | | Seppo Puuronen, Helen Kaikova: Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. IEA/AIE 1999: 688-697 |
| c6 | | Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal: A Dynamic Integration Algorithm for an Ensemble of Classifiers. ISMIS 1999: 592-600 |
| c5 | | Alexandr Seleznyov, Seppo Puuronen: Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. Recent Advances in Intrusion Detection 1999 |
| 1998 | ||
| c4 | | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan: Advanced Dynamic Selection of Diagnostic Methods. CBMS 1998: 50-54 |
| 1997 | ||
| j2 | | Seppo Puuronen, Vesa Savolainen: Mobile information systems - executives' view. Inf. Syst. J. 7(1): 3-20 (1997) |
| c3 | | Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen: Decision support system for telemedicine based on multiple expertise. CBMS 1997: 8- |
| c2 | | Seppo Puuronen, Vagan Y. Terziyan: The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. HICSS (5) 1997: 287-296 |
| 1996 | ||
| c1 | | Seppo Puuronen, Vagan Y. Terziyan: Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. ER Workshop Challenges of Application and Challenges of Design 1996: 133-146 |
| 1987 | ||
| j1 | | Seppo Puuronen: Direct Execution of an Extended Decision Grid Chart. Angewandte Informatik 29(8/9): 351-357 (1987) |
Colors in the list of coauthors
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