Seppo Puuronen

According to our database, Seppo Puuronen authored at least 72 papers between 1987 and 2010.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2010

Towards the Generic Framework for Utility Considerations in Data Mining Research.

Seppo Puuronen, Mykola Pechenizkiy

Proceedings of the Data Mining for Business Applications, 2010

A holistic framework for understanding acceptance of Remote Patient Management (RPM) systems by non-professional users.

Seppo Puuronen, Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandra Tesanovic

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2008

Does Relevance Matter to Data Mining Research?.

Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal

Proceedings of the Data Mining: Foundations and Practice, 2008

Dynamic integration of classifiers for handling concept drift.

Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen

Inf. Fusion, 2008

Towards more relevance-oriented data mining research.

Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal

Intell. Data Anal., 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

Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Ontological Framework for Students' Innovative Research.

Tatiana Gavrilova, Seppo Puuronen

Proceedings of the Distributed Intelligent Systems and Technologies Workshop, 2008

Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.

Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

Feature Extraction for Dynamic Integration of Classifiers.

Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson

Fundam. Informaticae, 2007

A framework for behavior-based detection of user substitution in a mobile context.

Oleksiy Mazhelis, Seppo Puuronen

Comput. Secur., 2007

Personalization of Immediate Feedback to Learning Styles.

Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen

Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007

Comparing Classifier Combining Techniques for Mobile-Masquerader Detection.

Oleksiy Mazhelis, Seppo Puuronen

Proceedings of the The Second International Conference on Availability, 2007

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

Evaluating Classifiers for Mobile-Masquerader Detection.

Oleksiy Mazhelis, Seppo Puuronen, Mika Raento

Proceedings of the Security and Privacy in Dynamic Environments, 2006

The impact of sample reduction on PCA-based feature extraction for supervised learning.

Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario.

Oleksiy Mazhelis, Seppo Puuronen, Mika Raento

Proceedings of the Information and Communications Security, 8th International Conference, 2006

The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System.

Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen

Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field.

Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal

Proceedings of the 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 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

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction.

Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005

Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections.

Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, Michael A. Shifrin, Irina Alexandrova

Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 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

Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005

Dynamic Reliability Indices for k-out-of-n Multi-State System.

Elena N. Zaitseva, Vitaly G. Levashenko, Karol Matiasko, Seppo Puuronen

Proceedings of the 35th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2005), 2005

Knowledge Management Challenges in Knowledge Discovery Systems.

Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field.

Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Towards the Framework of Adaptive User Interfaces for eHealth.

Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis.

Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004

Characteristics and Measures for Mobile-Masquerader Detection.

Oleksiy Mazhelis, Seppo Puuronen

Proceedings of the Security Management, Integrity, and Internal Control in Information Systems, 2004

Modelling Dependencies Between Classifiers in Mobile Masquerader Detection.

Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen

Proceedings of the Information and Communications Security, 6th International Conference, 2004

Combining One-Class Classifiers for Mobile-User Substitution Detection.

Oleksiy Mazhelis, Seppo Puuronen

Proceedings of the ICEIS 2004, 2004

PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics.

Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen

Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003

Ensemble feature selection with the simple Bayesian classification.

Alexey Tsymbal, Seppo Puuronen, David W. Patterson

Inf. Fusion, 2003

Using continuous user authentication to detect masqueraders.

Alexandr Seleznyov, Seppo Puuronen

Inf. Manag. Comput. Secur., 2003

Feature Extraction for Classification in Knowledge Discovery Systems.

Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Search Strategies for Ensemble Feature Selection in Medical Diagnostics.

Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen

Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

Dynamic Integration of Classifiers in the Space of Principal Components.

Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson

Proceedings of the Advances in Databases and Information Systems, 2003

2002

Feature Selection for Ensembles of Simple Bayesian Classifiers.

Alexey Tsymbal, Seppo Puuronen, David W. Patterson

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users.

Oleksiy Mazhelis, Alexandr Seleznyov, Seppo Puuronen

Proceedings of the Certification and Security in E-Services, From E-Govenment to E-Business, IFIP 17^th World Computer Congress, 2002

Eigenvector-Based Feature Extraction for Classification.

Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics.

Alexey Tsymbal, Seppo Puuronen

Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

2001

Local Feature Selection with Dynamic Integration of Classifiers.

Seppo Puuronen, Alexey Tsymbal

Fundam. Informaticae, 2001

Probabilistic Reasoning about Uncertain Relations between Temporal Points.

Vladimir Ryabov, Seppo Puuronen

Proceedings of the Eigth International Symposium on Temporal Representation and Reasoning, 2001

Learning Temporal Regularities of User Behavior for Anomaly Detection.

Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen

Proceedings of the Information Assurance in Computer Networks: Methods, 2001

Correlation-Based and Contextual Merit-Based Ensemble Feature Selection.

Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Ensemble Feature Selection Based on the Contextual Merit.

Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal

Proceedings of the Data Warehousing and Knowledge Discovery, 2001

Selection of Voice Features to Diagnose Hearing Impairments of Children.

Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska

Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics.

Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal

Proceedings of the Advances in Databases and Information Systems, 2001

2000

Bagging and Boosting with Dynamic Integration of Classifiers.

Alexey Tsymbal, Seppo Puuronen

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Dynamic Integration of Decision Committees.

Alexey Tsymbal, Seppo Puuronen

Proceedings of the High Performance Computing, 2000

Distance functions in dynamic integration of data mining techniques.

Seppo Puuronen, Alexey Tsymbal, Vagan Y. Terziyan

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition.

Alexandr Seleznyov, Seppo Puuronen

Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Advanced Local Feature Selection in Medical Diagnostics.

Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk

Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000

Estimation of Uncertain Relations between Indeterminate Temporal Points.

Vladimir Ryabov, Seppo Puuronen

Proceedings of the Advances in Information Systems, First International Conference, 2000

1999

Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events.

Alexandr Seleznyov, Seppo Puuronen

Proceedings of the Recent Advances in Intrusion Detection, Second International Workshop, 1999

A Dynamic Integration Algorithm for an Ensemble of Classifiers.

Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge.

Vagan Y. Terziyan, Seppo Puuronen

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources.

Seppo Puuronen, Helen Kaikova

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Representation and Reasoning with Uncertain Temporal Relations.

Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

Dynamic integration of multiple data mining techniques in a knowledge discovery management system.

Seppo Puuronen, Vagan Y. Terziyan, Artyom Katasonov, Alexey Tsymbal

Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

Mining Several Data Bases With an Ensemble of Classifiers

Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky

Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Cooperative Information Agents III, Third International Workshop, 1999

Learning Feature Selection for Medical Databases.

Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal

Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999

Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation.

Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Advances in Databases and Information Systems, 1999

1998

The decision support system for telemedicine based on multiple expertise.

Vagan Y. Terziyan, Alexey Tsymbal, Seppo Puuronen

Int. J. Medical Informatics, 1998

Advanced Dynamic Selection of Diagnostic Methods.

Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998

1997

Mobile information systems - executives' view.

Seppo Puuronen, Vesa Savolainen

Inf. Syst. J., 1997

The Voting-Type Technique in the Refinement of Multiple Expert Knowledge.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Decision support system for telemedicine based on multiple expertise.

Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen

Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997

1996

Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Proccedings of the Workshop Challenges of Application and Challenges of Design, 1996

1987

Direct Execution of an Extended Decision Grid Chart.

Seppo Puuronen

Angew. Inform., 1987