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Seppo Puuronen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal
    A Dynamic Integration Algorithm for an Ensemble of Classifiers. [Citation Graph (1, 0)][DBLP]
    ISMIS, 1999, pp:592-600 [Conf]
  2. Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal
    Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. [Citation Graph (0, 0)][DBLP]
    ADBIS, 2001, pp:155-168 [Conf]
  3. Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson
    Dynamic Integration of Classifiers in the Space of Principal Components. [Citation Graph (0, 0)][DBLP]
    ADBIS, 2003, pp:278-292 [Conf]
  4. Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
    Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. [Citation Graph (0, 3)][DBLP]
    ADBIS, 1999, pp:205-217 [Conf]
  5. Vladimir Ryabov, Seppo Puuronen
    Estimation of Uncertain Relations between Indeterminate Temporal Points. [Citation Graph (0, 0)][DBLP]
    ADVIS, 2000, pp:108-116 [Conf]
  6. Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
    PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. [Citation Graph (0, 0)][DBLP]
    CBMS, 2004, pp:535-0 [Conf]
  7. Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
    Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. [Citation Graph (0, 0)][DBLP]
    CBMS, 2005, pp:365-370 [Conf]
  8. Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy
    Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. [Citation Graph (0, 0)][DBLP]
    CBMS, 2006, pp:708-713 [Conf]
  9. Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk
    Advanced Local Feature Selection in Medical Diagnostics. [Citation Graph (0, 0)][DBLP]
    CBMS, 2000, pp:25-0 [Conf]
  10. Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal
    Learning Feature Selection for Medical Databases. [Citation Graph (0, 0)][DBLP]
    CBMS, 1999, pp:53-0 [Conf]
  11. Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen
    Search Strategies for Ensemble Feature Selection in Medical Diagnostics. [Citation Graph (0, 0)][DBLP]
    CBMS, 2003, pp:124-129 [Conf]
  12. Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska
    Selection of Voice Features to Diagnose Hearing Impairments of Children. [Citation Graph (0, 0)][DBLP]
    CBMS, 2001, pp:427-432 [Conf]
  13. Alexey Tsymbal, Seppo Puuronen
    Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. [Citation Graph (0, 0)][DBLP]
    CBMS, 2002, pp:225-230 [Conf]
  14. Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen
    Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. [Citation Graph (0, 0)][DBLP]
    CBMS, 2006, pp:679-684 [Conf]
  15. Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
    Advanced Dynamic Selection of Diagnostic Methods. [Citation Graph (0, 0)][DBLP]
    CBMS, 1998, pp:50-54 [Conf]
  16. Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen
    Towards the Framework of Adaptive User Interfaces for eHealth. [Citation Graph (0, 0)][DBLP]
    CBMS, 2005, pp:139-144 [Conf]
  17. Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen
    Decision support system for telemedicine based on multiple expertise. [Citation Graph (0, 0)][DBLP]
    CBMS, 1997, pp:8-0 [Conf]
  18. Seppo Puuronen, Vagan Y. Terziyan
    A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. [Citation Graph (0, 0)][DBLP]
    CIA, 1999, pp:163-174 [Conf]
  19. Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal
    Ensemble Feature Selection Based on the Contextual Merit. [Citation Graph (0, 0)][DBLP]
    DaWaK, 2001, pp:111-120 [Conf]
  20. Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky
    Mining Several Data Bases With an Ensemble of Classifiers [Citation Graph (0, 0)][DBLP]
    DEXA, 1999, pp:882-891 [Conf]
  21. Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
    Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2005, pp:733-737 [Conf]
  22. Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
    Knowledge Management Challenges in Knowledge Discovery Systems. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2005, pp:433-437 [Conf]
  23. Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal
    Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2006, pp:579-583 [Conf]
  24. Seppo Puuronen, Vagan Y. Terziyan
    A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 1999, pp:1155-1160 [Conf]
  25. Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky
    Mining Several Data Bases with an Ensemble of Classifiers. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 1999, pp:218-222 [Conf]
  26. Alexandr Seleznyov, Seppo Puuronen
    HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 2000, pp:41-45 [Conf]
  27. Seppo Puuronen, Vagan Y. Terziyan
    Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. [Citation Graph (0, 0)][DBLP]
    EKAW, 1999, pp:259-273 [Conf]
  28. Seppo Puuronen, Vagan Y. Terziyan
    Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. [Citation Graph (0, 0)][DBLP]
    ER Workshop Challenges of Application and Challenges of Design, 1996, pp:133-146 [Conf]
  29. Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan
    Representation and Reasoning with Uncertain Temporal Relations. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 1999, pp:449-453 [Conf]
  30. Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson
    Eigenvector-Based Feature Extraction for Classification. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2002, pp:354-358 [Conf]
  31. Seppo Puuronen, Vagan Y. Terziyan
    The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. [Citation Graph (0, 0)][DBLP]
    HICSS (5), 1997, pp:287-296 [Conf]
  32. Alexey Tsymbal, Seppo Puuronen
    Dynamic Integration of Decision Committees. [Citation Graph (0, 0)][DBLP]
    HiPC, 2000, pp:537-546 [Conf]
  33. Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen
    The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. [Citation Graph (0, 0)][DBLP]
    ICALT, 2006, pp:1143-1144 [Conf]
  34. Oleksiy Mazhelis, Seppo Puuronen
    Combining One-Class Classifiers for Mobile-User Substitution Detection. [Citation Graph (0, 0)][DBLP]
    ICEIS (4), 2004, pp:130-137 [Conf]
  35. Oleksiy Mazhelis, Seppo Puuronen, Mika Raento
    Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. [Citation Graph (0, 0)][DBLP]
    ICICS, 2006, pp:302-321 [Conf]
  36. Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen
    Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. [Citation Graph (0, 0)][DBLP]
    ICICS, 2004, pp:318-330 [Conf]
  37. Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk
    Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:135-144 [Conf]
  38. Seppo Puuronen, Helen Kaikova
    Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 1999, pp:688-697 [Conf]
  39. Vagan Y. Terziyan, Seppo Puuronen
    Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 1999, pp:353-361 [Conf]
  40. Oleksiy Mazhelis, Alexandr Seleznyov, Seppo Puuronen
    A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users. [Citation Graph (0, 0)][DBLP]
    Certification and Security in E-Services, 2002, pp:149-164 [Conf]
  41. Alexey Tsymbal, Seppo Puuronen
    Local Feature Selection with Dynamic Integration of Classifiers. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:417-425 [Conf]
  42. Alexey Tsymbal, Seppo Puuronen, David W. Patterson
    Feature Selection for Ensembles of Simple Bayesian Classifiers. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2002, pp:592-600 [Conf]
  43. Elena N. Zaitseva, Vitaly G. Levashenko, K. Matiasko, Seppo Puuronen
    Dynamic Reliability Indices for k-out-of-n Multi-State System. [Citation Graph (0, 0)][DBLP]
    ISMVL, 2005, pp:264-269 [Conf]
  44. Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
    Feature Extraction for Classification in Knowledge Discovery Systems. [Citation Graph (0, 0)][DBLP]
    KES, 2003, pp:526-532 [Conf]
  45. Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen
    Learning Temporal Regularities of User Behavior for Anomaly Detection. [Citation Graph (0, 0)][DBLP]
    MMM-ACNS, 2001, pp:143-152 [Conf]
  46. Alexey Tsymbal, Seppo Puuronen
    Bagging and Boosting with Dynamic Integration of Classifiers. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:116-125 [Conf]
  47. Alexandr Seleznyov, Seppo Puuronen
    Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. [Citation Graph (0, 0)][DBLP]
    Recent Advances in Intrusion Detection, 1999, pp:- [Conf]
  48. Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
    The impact of sample reduction on PCA-based feature extraction for supervised learning. [Citation Graph (0, 0)][DBLP]
    SAC, 2006, pp:553-558 [Conf]
  49. Oleksiy Mazhelis, Seppo Puuronen, Mika Raento
    Evaluating Classifiers for Mobile-Masquerader Detection. [Citation Graph (0, 0)][DBLP]
    SEC, 2006, pp:271-283 [Conf]
  50. Vladimir Ryabov, Seppo Puuronen
    Probabilistic Reasoning about Uncertain Relations between Temporal Points. [Citation Graph (0, 0)][DBLP]
    TIME, 2001, pp:35-40 [Conf]
  51. 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. [Citation Graph (0, 0)][DBLP]
    Wissensmanagement (LNCS Volume), 2005, pp:360-372 [Conf]
  52. Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, Michael A. Shifrin, Irina Alexandrova
    Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections. [Citation Graph (0, 0)][DBLP]
    Wissensmanagement, 2005, pp:334-340 [Conf]
  53. Oleksiy Mazhelis, Seppo Puuronen
    A framework for behavior-based detection of user substitution in a mobile context. [Citation Graph (0, 0)][DBLP]
    Computers & Security, 2007, v:26, n:2, pp:154-176 [Journal]
  54. Seppo Puuronen, Alexey Tsymbal
    Local Feature Selection with Dynamic Integration of Classifiers. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2001, v:47, n:1-2, pp:91-117 [Journal]
  55. Alexandr Seleznyov, Seppo Puuronen
    Using continuous user authentication to detect masqueraders. [Citation Graph (0, 0)][DBLP]
    Inf. Manag. Comput. Security, 2003, v:11, n:3, pp:139-145 [Journal]
  56. Alexey Tsymbal, Seppo Puuronen, David W. Patterson
    Ensemble feature selection with the simple Bayesian classification. [Citation Graph (0, 0)][DBLP]
    Information Fusion, 2003, v:4, n:2, pp:87-100 [Journal]
  57. Seppo Puuronen, Vesa Savolainen
    Mobile information systems - executives' view. [Citation Graph (0, 0)][DBLP]
    Inf. Syst. J., 1997, v:7, n:1, pp:3-20 [Journal]
  58. Seppo Puuronen
    Direct Execution of an Extended Decision Grid Chart. [Citation Graph (0, 0)][DBLP]
    Angewandte Informatik, 1987, v:29, n:8/9, pp:351-357 [Journal]
  59. Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen
    Personalization of Immediate Feedback to Learning Styles. [Citation Graph (0, 0)][DBLP]
    ICALT, 2007, pp:622-624 [Conf]
  60. Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David Patterson
    Feature Extraction for Dynamic Integration of Classifiers. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2007, v:77, n:3, pp:243-275 [Journal]

  61. Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. [Citation Graph (, )][DBLP]


  62. Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. [Citation Graph (, )][DBLP]


  63. Tailoring Feedback in Online Assessment: Influence of Learning Styles on the Feedback Preferences and Elaborated Feedback Effectiveness. [Citation Graph (, )][DBLP]


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