| 2008 |
|---|
| 67 | EE | Seppo Puuronen,
Mykola Pechenizkiy,
Alexey Tsymbal:
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.
CBMS 2008: 632-637 |
| 66 | EE | 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 |
| 65 | EE | Mykola Pechenizkiy,
Seppo Puuronen,
Alexey Tsymbal:
Does Relevance Matter to Data Mining Research?.
Data Mining: Foundations and Practice 2008: 251-275 |
| 64 | EE | Alexey Tsymbal,
Mykola Pechenizkiy,
Padraig Cunningham,
Seppo Puuronen:
Dynamic integration of classifiers for handling concept drift.
Information Fusion 9(1): 56-68 (2008) |
| 63 | EE | Mykola Pechenizkiy,
Seppo Puuronen,
Alexey Tsymbal:
Towards more relevance-oriented data mining research.
Intell. Data Anal. 12(2): 237-249 (2008) |
| 2007 |
|---|
| 62 | EE | Oleksiy Mazhelis,
Seppo Puuronen:
Comparing Classifier Combining Techniques for Mobile-Masquerader Detection.
ARES 2007: 465-472 |
| 61 | EE | Ekaterina Vasilyeva,
Mykola Pechenizkiy,
Tatiana Gavrilova,
Seppo Puuronen:
Personalization of Immediate Feedback to Learning Styles.
ICALT 2007: 622-624 |
| 60 | EE | Oleksiy Mazhelis,
Seppo Puuronen:
A framework for behavior-based detection of user substitution in a mobile context.
Computers & Security 26(2): 154-176 (2007) |
| 59 | EE | Mykola Pechenizkiy,
Alexey Tsymbal,
Seppo Puuronen,
David W. Patterson:
Feature Extraction for Dynamic Integration of Classifiers.
Fundam. Inform. 77(3): 243-275 (2007) |
| 2006 |
|---|
| 58 | EE | 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 |
| 57 | EE | 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 |
| 56 | EE | 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 |
| 55 | EE | Ekaterina Vasilyeva,
Mykola Pechenizkiy,
Seppo Puuronen:
The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System.
ICALT 2006: 1143-1144 |
| 54 | EE | Oleksiy Mazhelis,
Seppo Puuronen,
Mika Raento:
Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario.
ICICS 2006: 302-321 |
| 53 | EE | Mykola Pechenizkiy,
Seppo Puuronen,
Alexey Tsymbal:
The impact of sample reduction on PCA-based feature extraction for supervised learning.
SAC 2006: 553-558 |
| 52 | EE | Oleksiy Mazhelis,
Seppo Puuronen,
Mika Raento:
Evaluating Classifiers for Mobile-Masquerader Detection.
SEC 2006: 271-283 |
| 51 | EE | 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) |
| 2005 |
|---|
| 50 | EE | Ekaterina Vasilyeva,
Mykola Pechenizkiy,
Seppo Puuronen:
Towards the Framework of Adaptive User Interfaces for eHealth.
CBMS 2005: 139-144 |
| 49 | EE | Mykola Pechenizkiy,
Alexey Tsymbal,
Seppo Puuronen:
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis.
CBMS 2005: 365-370 |
| 48 | EE | Mykola Pechenizkiy,
Alexey Tsymbal,
Seppo Puuronen:
Knowledge Management Challenges in Knowledge Discovery Systems.
DEXA Workshops 2005: 433-437 |
| 47 | EE | Mykola Pechenizkiy,
Seppo Puuronen,
Alexey Tsymbal:
Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field.
DEXA Workshops 2005: 733-737 |
| 46 | EE | 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 |
| 45 | | 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 |
| 44 | EE | 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 |
|---|
| 43 | EE | Mykola Pechenizkiy,
Alexey Tsymbal,
Seppo Puuronen:
PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics.
CBMS 2004: 535- |
| 42 | | Oleksiy Mazhelis,
Seppo Puuronen:
Combining One-Class Classifiers for Mobile-User Substitution Detection.
ICEIS (4) 2004: 130-137 |
| 41 | EE | Oleksiy Mazhelis,
Seppo Puuronen,
Jari Veijalainen:
Modelling Dependencies Between Classifiers in Mobile Masquerader Detection.
ICICS 2004: 318-330 |
| 2003 |
|---|
| 40 | EE | Alexey Tsymbal,
Mykola Pechenizkiy,
Seppo Puuronen,
David W. Patterson:
Dynamic Integration of Classifiers in the Space of Principal Components.
ADBIS 2003: 278-292 |
| 39 | EE | Alexey Tsymbal,
Padraig Cunningham,
Mykola Pechenizkiy,
Seppo Puuronen:
Search Strategies for Ensemble Feature Selection in Medical Diagnostics.
CBMS 2003: 124-129 |
| 38 | EE | Mykola Pechenizkiy,
Seppo Puuronen,
Alexey Tsymbal:
Feature Extraction for Classification in Knowledge Discovery Systems.
KES 2003: 526-532 |
| 37 | EE | Alexandr Seleznyov,
Seppo Puuronen:
Using continuous user authentication to detect masqueraders.
Inf. Manag. Comput. Security 11(3): 139-145 (2003) |
| 36 | EE | Alexey Tsymbal,
Seppo Puuronen,
David W. Patterson:
Ensemble feature selection with the simple Bayesian classification.
Information Fusion 4(2): 87-100 (2003) |
| 2002 |
|---|
| 35 | EE | Alexey Tsymbal,
Seppo Puuronen:
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics.
CBMS 2002: 225-230 |
| 34 | | 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 |
| 33 | | Alexey Tsymbal,
Seppo Puuronen,
Mykola Pechenizkiy,
Matthias Baumgarten,
David W. Patterson:
Eigenvector-Based Feature Extraction for Classification.
FLAIRS Conference 2002: 354-358 |
| 32 | EE | Alexey Tsymbal,
Seppo Puuronen,
David W. Patterson:
Feature Selection for Ensembles of Simple Bayesian Classifiers.
ISMIS 2002: 592-600 |
| 2001 |
|---|
| 31 | EE | Seppo Puuronen,
Iryna Skrypnyk,
Alexey Tsymbal:
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics.
ADBIS 2001: 155-168 |
| 30 | EE | Iryna Skrypnyk,
Seppo Puuronen,
Antony Grzanka,
Agata Szkielkowska:
Selection of Voice Features to Diagnose Hearing Impairments of Children.
CBMS 2001: 427-432 |
| 29 | EE | Seppo Puuronen,
Iryna Skrypnyk,
Alexey Tsymbal:
Ensemble Feature Selection Based on the Contextual Merit.
DaWaK 2001: 111-120 |
| 28 | EE | Seppo Puuronen,
Alexey Tsymbal,
Iryna Skrypnyk:
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection.
IDA 2001: 135-144 |
| 27 | EE | Alexandr Seleznyov,
Oleksiy Mazhelis,
Seppo Puuronen:
Learning Temporal Regularities of User Behavior for Anomaly Detection.
MMM-ACNS 2001: 143-152 |
| 26 | EE | Vladimir Ryabov,
Seppo Puuronen:
Probabilistic Reasoning about Uncertain Relations between Temporal Points.
TIME 2001: 35-40 |
| 25 | | Seppo Puuronen,
Alexey Tsymbal:
Local Feature Selection with Dynamic Integration of Classifiers.
Fundam. Inform. 47(1-2): 91-117 (2001) |
| 2000 |
|---|
| 24 | EE | Vladimir Ryabov,
Seppo Puuronen:
Estimation of Uncertain Relations between Indeterminate Temporal Points.
ADVIS 2000: 108-116 |
| 23 | EE | Seppo Puuronen,
Alexey Tsymbal,
Iryna Skrypnyk:
Advanced Local Feature Selection in Medical Diagnostics.
CBMS 2000: 25- |
| 22 | EE | Alexandr Seleznyov,
Seppo Puuronen:
HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition.
DEXA Workshop 2000: 41-45 |
| 21 | EE | Alexey Tsymbal,
Seppo Puuronen:
Dynamic Integration of Decision Committees.
HiPC 2000: 537-546 |
| 20 | EE | Alexey Tsymbal,
Seppo Puuronen:
Local Feature Selection with Dynamic Integration of Classifiers.
ISMIS 2000: 417-425 |
| 19 | EE | Alexey Tsymbal,
Seppo Puuronen:
Bagging and Boosting with Dynamic Integration of Classifiers.
PKDD 2000: 116-125 |
| 1999 |
|---|
| 18 | EE | Alexey Tsymbal,
Seppo Puuronen,
Vagan Y. Terziyan:
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation.
ADBIS 1999: 205-217 |
| 17 | EE | Irina Skrypnik,
Vagan Y. Terziyan,
Seppo Puuronen,
Alexey Tsymbal:
Learning Feature Selection for Medical Databases.
CBMS 1999: 53- |
| 16 | EE | Seppo Puuronen,
Vagan Y. Terziyan:
A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents.
CIA 1999: 163-174 |
| 15 | EE | Seppo Puuronen,
Vagan Y. Terziyan,
Alexander Logvinovsky:
Mining Several Data Bases With an Ensemble of Classifiers
DEXA 1999: 882-891 |
| 14 | EE | Seppo Puuronen,
Vagan Y. Terziyan:
A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.
DEXA Workshop 1999: 1155-1160 |
| 13 | EE | Seppo Puuronen,
Vagan Y. Terziyan,
Alexander Logvinovsky:
Mining Several Data Bases with an Ensemble of Classifiers.
DEXA Workshop 1999: 218-222 |
| 12 | EE | Seppo Puuronen,
Vagan Y. Terziyan:
Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts.
EKAW 1999: 259-273 |
| 11 | | Vladimir Ryabov,
Seppo Puuronen,
Vagan Y. Terziyan:
Representation and Reasoning with Uncertain Temporal Relations.
FLAIRS Conference 1999: 449-453 |
| 10 | | Vagan Y. Terziyan,
Seppo Puuronen:
Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge.
IEA/AIE 1999: 353-361 |
| 9 | | Seppo Puuronen,
Helen Kaikova:
Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources.
IEA/AIE 1999: 688-697 |
| 8 | | Seppo Puuronen,
Vagan Y. Terziyan,
Alexey Tsymbal:
A Dynamic Integration Algorithm for an Ensemble of Classifiers.
ISMIS 1999: 592-600 |
| 7 | EE | Alexandr Seleznyov,
Seppo Puuronen:
Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events.
Recent Advances in Intrusion Detection 1999 |
| 1998 |
|---|
| 6 | EE | Alexey Tsymbal,
Seppo Puuronen,
Vagan Y. Terziyan:
Advanced Dynamic Selection of Diagnostic Methods.
CBMS 1998: 50-54 |
| 1997 |
|---|
| 5 | EE | Vagan Y. Terziyan,
Seppo Puuronen,
Mikko Kovalainen:
Decision support system for telemedicine based on multiple expertise.
CBMS 1997: 8- |
| 4 | EE | Seppo Puuronen,
Vagan Y. Terziyan:
The Voting-Type Technique in the Refinement of Multiple Expert Knowledge.
HICSS (5) 1997: 287-296 |
| 3 | EE | Seppo Puuronen,
Vesa Savolainen:
Mobile information systems - executives' view.
Inf. Syst. J. 7(1): 3-20 (1997) |
| 1996 |
|---|
| 2 | EE | 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 |
|---|
| 1 | | Seppo Puuronen:
Direct Execution of an Extended Decision Grid Chart.
Angewandte Informatik 29(8/9): 351-357 (1987) |
