Direct Execution of an Extended Decision Grid Chart. - Seppo Puuronen (Angew. Inform., 1987)

Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. - Seppo Puuronen; Vagan Y. Terziyan (ER Workshop Challenges of Application and Challenges of Design, 1996)

Decision support system for telemedicine based on multiple expertise. - Vagan Y. Terziyan; Seppo Puuronen; Mikko Kovalainen (CBMS, 1997)

The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. - Seppo Puuronen; Vagan Y. Terziyan (HICSS (5), 1997)

Mobile information systems - executives' view. - Seppo Puuronen; Vesa Savolainen (Inf. Syst. J., 1997)

Advanced Dynamic Selection of Diagnostic Methods. - Alexey Tsymbal; Seppo Puuronen; Vagan Y. Terziyan (CBMS, 1998)

The decision support system for telemedicine based on multiple expertise. - Vagan Y. Terziyan; Alexey Tsymbal; Seppo Puuronen (Int. J. Medical Informatics, 1998)

Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. - Alexey Tsymbal; Seppo Puuronen; Vagan Y. Terziyan (ADBIS, 1999)

Learning Feature Selection for Medical Databases. - Irina Skrypnik; Vagan Y. Terziyan; Seppo Puuronen; Alexey Tsymbal (CBMS, 1999)

A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. - Seppo Puuronen; Vagan Y. Terziyan (CIA, 1999)

A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. - Seppo Puuronen; Vagan Y. Terziyan (DEXA Workshop, 1999)

Mining Several Data Bases with an Ensemble of Classifiers. - Seppo Puuronen; Vagan Y. Terziyan; Alexander Logvinovsky (DEXA Workshop, 1999)

Dynamic integration of multiple data mining techniques in a knowledge discovery management system. - Seppo Puuronen; Vagan Y. Terziyan; Artyom Katasonov; Alexey Tsymbal (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 1999)

Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. - Seppo Puuronen; Vagan Y. Terziyan (EKAW, 1999)

Representation and Reasoning with Uncertain Temporal Relations. - Vladimir Ryabov; Seppo Puuronen; Vagan Y. Terziyan (FLAIRS, 1999)

Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. - Seppo Puuronen; Helen Kaikova (IEA/AIE, 1999)

Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. - Vagan Y. Terziyan; Seppo Puuronen (IEA/AIE, 1999)

A Dynamic Integration Algorithm for an Ensemble of Classifiers. - Seppo Puuronen; Vagan Y. Terziyan; Alexey Tsymbal (ISMIS, 1999)

Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. - Alexandr Seleznyov; Seppo Puuronen (Recent Advances in Intrusion Detection, 1999)

Estimation of Uncertain Relations between Indeterminate Temporal Points. - Vladimir Ryabov; Seppo Puuronen (ADVIS, 2000)

Advanced Local Feature Selection in Medical Diagnostics. - Seppo Puuronen; Alexey Tsymbal; Iryna Skrypnyk (CBMS, 2000)

HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. - Alexandr Seleznyov; Seppo Puuronen (DEXA Workshop, 2000)

Distance functions in dynamic integration of data mining techniques. - Seppo Puuronen; Alexey Tsymbal; Vagan Y. Terziyan (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2000)

Dynamic Integration of Decision Committees. - Alexey Tsymbal; Seppo Puuronen (HiPC, 2000)

Bagging and Boosting with Dynamic Integration of Classifiers. - Alexey Tsymbal; Seppo Puuronen (PKDD, 2000)

Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. - Seppo Puuronen; Iryna Skrypnyk; Alexey Tsymbal (ADBIS, 2001)

Selection of Voice Features to Diagnose Hearing Impairments of Children. - Iryna Skrypnyk; Seppo Puuronen; Antony Grzanka; Agata Szkielkowska (CBMS, 2001)

Ensemble Feature Selection Based on the Contextual Merit. - Seppo Puuronen; Iryna Skrypnyk; Alexey Tsymbal (DaWaK, 2001)

Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. - Seppo Puuronen; Alexey Tsymbal; Iryna Skrypnyk (IDA, 2001)

Learning Temporal Regularities of User Behavior for Anomaly Detection. - Alexandr Seleznyov; Oleksiy Mazhelis; Seppo Puuronen (MMM-ACNS, 2001)

Probabilistic Reasoning about Uncertain Relations between Temporal Points. - Vladimir Ryabov; Seppo Puuronen (TIME, 2001)

Local Feature Selection with Dynamic Integration of Classifiers. - Seppo Puuronen; Alexey Tsymbal (Fundam. Informaticae, 2001)

Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. - Alexey Tsymbal; Seppo Puuronen (CBMS, 2002)

Eigenvector-Based Feature Extraction for Classification. - Alexey Tsymbal; Seppo Puuronen; Mykola Pechenizkiy; Matthias Baumgarten; David W. Patterson (FLAIRS, 2002)

A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users. - Oleksiy Mazhelis; Alexandr Seleznyov; Seppo Puuronen (Certification and Security in E-Services, 2002)

Feature Selection for Ensembles of Simple Bayesian Classifiers. - Alexey Tsymbal; Seppo Puuronen; David W. Patterson (ISMIS, 2002)

Dynamic Integration of Classifiers in the Space of Principal Components. - Alexey Tsymbal; Mykola Pechenizkiy; Seppo Puuronen; David W. Patterson (ADBIS, 2003)

Search Strategies for Ensemble Feature Selection in Medical Diagnostics. - Alexey Tsymbal; Padraig Cunningham; Mykola Pechenizkiy; Seppo Puuronen (CBMS, 2003)

Feature Extraction for Classification in Knowledge Discovery Systems. - Mykola Pechenizkiy; Seppo Puuronen; Alexey Tsymbal (KES, 2003)

Using continuous user authentication to detect masqueraders. - Alexandr Seleznyov; Seppo Puuronen (Inf. Manag. Comput. Secur., 2003)

Ensemble feature selection with the simple Bayesian classification. - Alexey Tsymbal; Seppo Puuronen; David W. Patterson (Inf. Fusion, 2003)

PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen (CBMS, 2004)

Combining One-Class Classifiers for Mobile-User Substitution Detection. - Oleksiy Mazhelis; Seppo Puuronen (ICEIS (4), 2004)

Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. - Oleksiy Mazhelis; Seppo Puuronen; Jari Veijalainen (ICICS, 2004)

Characteristics and Measures for Mobile-Masquerader Detection. - Oleksiy Mazhelis; Seppo Puuronen (IICIS, 2004)

Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen (CBMS, 2005)

Towards the Framework of Adaptive User Interfaces for eHealth. - Ekaterina Vasilyeva; Mykola Pechenizkiy; Seppo Puuronen (CBMS, 2005)

Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. - Mykola Pechenizkiy; Seppo Puuronen; Alexey Tsymbal (DEXA Workshops, 2005)

Knowledge Management Challenges in Knowledge Discovery Systems. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen (DEXA Workshops, 2005)

Dynamic Reliability Indices for k-out-of-n Multi-State System. - Elena N. Zaitseva; Vitaly G. Levashenko; Karol Matiasko; Seppo Puuronen (ISMVL, 2005)

Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen; Michael A. Shifrin; Irina Alexandrova (Wissensmanagement (LNCS Volume), 2005)

Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections. - Alexey Tsymbal; Mykola Pechenizkiy; Seppo Puuronen; Michael A. Shifrin; Irina Alexandrova (Wissensmanagement, 2005)

Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen; Oleksandr Pechenizkiy (CBMS, 2006)

Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. - Alexey Tsymbal; Mykola Pechenizkiy; Padraig Cunningham; Seppo Puuronen (CBMS, 2006)

Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field. - Seppo Puuronen; Mykola Pechenizkiy; Alexey Tsymbal (DEXA Workshops, 2006)

The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. - Ekaterina Vasilyeva; Mykola Pechenizkiy; Seppo Puuronen (ICALT, 2006)

Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. - Oleksiy Mazhelis; Seppo Puuronen; Mika Raento (ICICS, 2006)

The impact of sample reduction on PCA-based feature extraction for supervised learning. - Mykola Pechenizkiy; Seppo Puuronen; Alexey Tsymbal (SAC, 2006)

Evaluating Classifiers for Mobile-Masquerader Detection. - Oleksiy Mazhelis; Seppo Puuronen; Mika Raento (SEC, 2006)

Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen (IEEE Trans. Inf. Technol. Biomed., 2006)

Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. - Oleksiy Mazhelis; Seppo Puuronen (ARES, 2007)

Personalization of Immediate Feedback to Learning Styles. - Ekaterina Vasilyeva; Mykola Pechenizkiy; Tatiana Gavrilova; Seppo Puuronen (ICALT, 2007)

A framework for behavior-based detection of user substitution in a mobile context. - Oleksiy Mazhelis; Seppo Puuronen (Comput. Secur., 2007)

Feature Extraction for Dynamic Integration of Classifiers. - Mykola Pechenizkiy; Alexey Tsymbal; Seppo Puuronen; David W. Patterson (Fundam. Informaticae, 2007)

Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. - Seppo Puuronen; Mykola Pechenizkiy; Alexey Tsymbal (CBMS, 2008)

Ontological Framework for Students' Innovative Research. - Tatiana Gavrilova; Seppo Puuronen (DistIntellSys, 2008)

Tailoring Feedback in Online Assessment: Influence of Learning Styles on the Feedback Preferences and Elaborated Feedback Effectiveness. - Ekaterina Vasilyeva; Paul De Bra; Mykola Pechenizkiy; Seppo Puuronen (ICALT, 2008)

Towards more relevance-oriented data mining research. - Mykola Pechenizkiy; Seppo Puuronen; Alexey Tsymbal (Intell. Data Anal., 2008)

Dynamic integration of classifiers for handling concept drift. - Alexey Tsymbal; Mykola Pechenizkiy; Padraig Cunningham; Seppo Puuronen (Inf. Fusion, 2008)

Does Relevance Matter to Data Mining Research?. - Mykola Pechenizkiy; Seppo Puuronen; Alexey Tsymbal (Data Mining: Foundations and Practice, 2008)

A holistic framework for understanding acceptance of Remote Patient Management (RPM) systems by non-professional users. - Seppo Puuronen; Ekaterina Vasilyeva; Mykola Pechenizkiy; Aleksandra Tesanovic (CBMS, 2010)

Towards the Generic Framework for Utility Considerations in Data Mining Research. - Seppo Puuronen; Mykola Pechenizkiy (Data Mining for Business Applications, 2010)