Seppo Puuronen

Publication Activity (10 Years)

Years Active: 1987-2010
Publications (10 Years): 0

Publications

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)
Tatiana Gavrilova, Seppo Puuronen
Ontological Framework for Students' Innovative Research. DistIntellSys (2008)
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
Towards more relevance-oriented data mining research. Intell. Data Anal. 12 (2) (2008)
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen
Dynamic integration of classifiers for handling concept drift. Inf. Fusion 9 (1) (2008)
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)
Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. CBMS (2008)
Oleksiy Mazhelis, Seppo Puuronen
Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. ARES (2007)
Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen
Personalization of Immediate Feedback to Learning Styles. ICALT (2007)
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson
Feature Extraction for Dynamic Integration of Classifiers. Fundam. Informaticae 77 (3) (2007)
Oleksiy Mazhelis, Seppo Puuronen
A framework for behavior-based detection of user substitution in a mobile context. Comput. Secur. 26 (2) (2007)
Oleksiy Mazhelis, Seppo Puuronen, Mika Raento
Evaluating Classifiers for Mobile-Masquerader Detection. SEC (2006)
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy
Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. CBMS (2006)
Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen
The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. ICALT (2006)
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis. IEEE Trans. Inf. Technol. Biomed. 10 (3) (2006)
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)
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)
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
The impact of sample reduction on PCA-based feature extraction for supervised learning. SAC (2006)
Oleksiy Mazhelis, Seppo Puuronen, Mika Raento
Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. ICICS (2006)
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. CBMS (2005)
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
Knowledge Management Challenges in Knowledge Discovery Systems. DEXA Workshops (2005)
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. DEXA Workshops (2005)
Elena N. Zaitseva, Vitaly G. Levashenko, Karol Matiasko, Seppo Puuronen
Dynamic Reliability Indices for k-out-of-n Multi-State System. ISMVL (2005)
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)
Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen
Towards the Framework of Adaptive User Interfaces for eHealth. CBMS (2005)
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)
Oleksiy Mazhelis, Seppo Puuronen
Combining One-Class Classifiers for Mobile-User Substitution Detection. ICEIS (4) (2004)
Oleksiy Mazhelis, Seppo Puuronen
Characteristics and Measures for Mobile-Masquerader Detection. IICIS (2004)
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. CBMS (2004)
Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen
Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. ICICS (2004)
Alexey Tsymbal, Seppo Puuronen, David W. Patterson
Ensemble feature selection with the simple Bayesian classification. Inf. Fusion 4 (2) (2003)
Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson
Dynamic Integration of Classifiers in the Space of Principal Components. ADBIS (2003)
Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. CBMS (2003)
Alexandr Seleznyov, Seppo Puuronen
Using continuous user authentication to detect masqueraders. Inf. Manag. Comput. Secur. 11 (3) (2003)
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
Feature Extraction for Classification in Knowledge Discovery Systems. KES (2003)
Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson
Eigenvector-Based Feature Extraction for Classification. FLAIRS Conference (2002)
Alexey Tsymbal, Seppo Puuronen
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. CBMS (2002)
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)
Alexey Tsymbal, Seppo Puuronen, David W. Patterson
Feature Selection for Ensembles of Simple Bayesian Classifiers. ISMIS (2002)
Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal
Ensemble Feature Selection Based on the Contextual Merit. DaWaK (2001)
Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. ADBIS (2001)
Seppo Puuronen, Alexey Tsymbal
Local Feature Selection with Dynamic Integration of Classifiers. Fundam. Informaticae 47 (1-2) (2001)
Vladimir Ryabov, Seppo Puuronen
Probabilistic Reasoning about Uncertain Relations between Temporal Points. TIME (2001)
Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska
Selection of Voice Features to Diagnose Hearing Impairments of Children. CBMS (2001)
Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen
Learning Temporal Regularities of User Behavior for Anomaly Detection. MMM-ACNS (2001)
Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. IDA (2001)
Alexandr Seleznyov, Seppo Puuronen
HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. DEXA Workshop (2000)
Vladimir Ryabov, Seppo Puuronen
Estimation of Uncertain Relations between Indeterminate Temporal Points. ADVIS (2000)
Alexey Tsymbal, Seppo Puuronen
Local Feature Selection with Dynamic Integration of Classifiers. ISMIS (2000)
Seppo Puuronen, Alexey Tsymbal, Vagan Y. Terziyan
Distance functions in dynamic integration of data mining techniques. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2000)
Alexey Tsymbal, Seppo Puuronen
Dynamic Integration of Decision Committees. HiPC (2000)
Alexey Tsymbal, Seppo Puuronen
Bagging and Boosting with Dynamic Integration of Classifiers. PKDD (2000)
Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk
Advanced Local Feature Selection in Medical Diagnostics. CBMS (2000)
Alexandr Seleznyov, Seppo Puuronen
Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. Recent Advances in Intrusion Detection (1999)
Vagan Y. Terziyan, Seppo Puuronen
Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. IEA/AIE (1999)
Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. ADBIS (1999)
Seppo Puuronen, Vagan Y. Terziyan
A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. CIA (1999)
Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky
Mining Several Data Bases with an Ensemble of Classifiers. DEXA Workshop (1999)
Seppo Puuronen, Vagan Y. Terziyan
Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. EKAW (1999)
Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal
A Dynamic Integration Algorithm for an Ensemble of Classifiers. ISMIS (1999)
Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan
Representation and Reasoning with Uncertain Temporal Relations. FLAIRS Conference (1999)
Seppo Puuronen, Helen Kaikova
Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. IEA/AIE (1999)
Seppo Puuronen, Vagan Y. Terziyan
A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. DEXA Workshop (1999)
Seppo Puuronen, Vagan Y. Terziyan, Artyom Katasonov, Alexey Tsymbal
Dynamic integration of multiple data mining techniques in a knowledge discovery management system. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (1999)
Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky
Mining Several Data Bases With an Ensemble of Classifiers DEXA (1999)
Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal
Learning Feature Selection for Medical Databases. CBMS (1999)
Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
Advanced Dynamic Selection of Diagnostic Methods. CBMS (1998)
Vagan Y. Terziyan, Alexey Tsymbal, Seppo Puuronen
The decision support system for telemedicine based on multiple expertise. Int. J. Medical Informatics 49 (2) (1998)
Seppo Puuronen, Vagan Y. Terziyan
The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. HICSS (5) (1997)
Seppo Puuronen, Vesa Savolainen
Mobile information systems - executives' view. Inf. Syst. J. 7 (1) (1997)
Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen
Decision support system for telemedicine based on multiple expertise. CBMS (1997)
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)
Seppo Puuronen
Direct Execution of an Extended Decision Grid Chart. Angew. Inform. 29 (8/9) (1987)