Seppo Puuronen

74 papers B 22C 12Misc 5Journal 11Unranked 22

Year	Rank	Type	Title / Venue / Authors
2010	B	`conf`	A holistic framework for understanding acceptance of Remote Patient Management (RPM) systems by non-professional users. CBMS Seppo Puuronen, Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandra Tesanovic
2010	—	`ch.`	Towards the Generic Framework for Utility Considerations in Data Mining Research. Data Mining for Business Applications Seppo Puuronen, Mykola Pechenizkiy
2008	—	`ch.`	Does Relevance Matter to Data Mining Research?. Data Mining: Foundations and Practice Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
2008	J	`jnl`	Dynamic integration of classifiers for handling concept drift. Inf. Fusion Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen
2008	B	`conf`	Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. CBMS Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal
2008	—	`conf`	Ontological Framework for Students' Innovative Research. DistIntellSys Tatiana Gavrilova, Seppo Puuronen
2008	B	`conf`	Tailoring Feedback in Online Assessment: Influence of Learning Styles on the Feedback Preferences and Elaborated Feedback Effectiveness. ICALT Ekaterina Vasilyeva, Paul De Bra, Mykola Pechenizkiy, Seppo Puuronen
2008	J	`jnl`	Towards more relevance-oriented data mining research. Intell. Data Anal. Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
2007	J	`jnl`	A framework for behavior-based detection of user substitution in a mobile context. Comput. Secur. Oleksiy Mazhelis, Seppo Puuronen
2007	B	`conf`	Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. ARES Oleksiy Mazhelis, Seppo Puuronen
2007	J	`jnl`	Feature Extraction for Dynamic Integration of Classifiers. Fundam. Informaticae Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson
2007	B	`conf`	Personalization of Immediate Feedback to Learning Styles. ICALT Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen
2006	B	`conf`	Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. CBMS Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy
2006	C	`conf`	Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. ICICS Oleksiy Mazhelis, Seppo Puuronen, Mika Raento
2006	Misc	`conf`	Evaluating Classifiers for Mobile-Masquerader Detection. SEC Oleksiy Mazhelis, Seppo Puuronen, Mika Raento
2006	B	`conf`	Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. CBMS Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen
2006	—	`conf`	Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field. DEXA Workshops Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal
2006	J	`jnl`	Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis. IEEE Trans. Inf. Technol. Biomed. Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
2006	B	`conf`	The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. ICALT Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen
2006	Misc	`conf`	The impact of sample reduction on PCA-based feature extraction for supervised learning. SAC Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
2005	—	`conf`	Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. DEXA Workshops Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
2005	—	`conf`	Dynamic Reliability Indices for k-out-of-n Multi-State System. ISMVL Elena N. Zaitseva, Vitaly G. Levashenko, Karol Matiasko, Seppo Puuronen
2005	—	`conf`	Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections. Wissensmanagement (LNCS Volume) Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Michael A. Shifrin, Irina Alexandrova
2005	—	`conf`	Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance in Nosocomial Infections. Wissensmanagement Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, Michael A. Shifrin, Irina Alexandrova
2005	—	`conf`	Knowledge Management Challenges in Knowledge Discovery Systems. DEXA Workshops Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
2005	B	`conf`	Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. CBMS Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
2005	B	`conf`	Towards the Framework of Adaptive User Interfaces for eHealth. CBMS Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen
2004	—	`conf`	Characteristics and Measures for Mobile-Masquerader Detection. IICIS Oleksiy Mazhelis, Seppo Puuronen
2004	—	`conf`	Combining One-Class Classifiers for Mobile-User Substitution Detection. ICEIS (4) Oleksiy Mazhelis, Seppo Puuronen
2004	C	`conf`	Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. ICICS Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen
2004	B	`conf`	PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. CBMS Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
2003	C	`conf`	Dynamic Integration of Classifiers in the Space of Principal Components. ADBIS Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson
2003	J	`jnl`	Ensemble feature selection with the simple Bayesian classification. Inf. Fusion Alexey Tsymbal, Seppo Puuronen, David W. Patterson
2003	B	`conf`	Feature Extraction for Classification in Knowledge Discovery Systems. KES Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
2003	B	`conf`	Search Strategies for Ensemble Feature Selection in Medical Diagnostics. CBMS Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen
2003	J	`jnl`	Using continuous user authentication to detect masqueraders. Inf. Manag. Comput. Secur. Alexandr Seleznyov, Seppo Puuronen
2002	—	`conf`	A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users. Certification and Security in E-Services Oleksiy Mazhelis, Alexandr Seleznyov, Seppo Puuronen
2002	Misc	`conf`	Eigenvector-Based Feature Extraction for Classification. FLAIRS Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson
2002	B	`conf`	Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. CBMS Alexey Tsymbal, Seppo Puuronen
2002	C	`conf`	Feature Selection for Ensembles of Simple Bayesian Classifiers. ISMIS Alexey Tsymbal, Seppo Puuronen, David W. Patterson
2001	B	`conf`	Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. IDA Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk
2001	C	`conf`	Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. ADBIS Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal
2001	B	`conf`	Ensemble Feature Selection Based on the Contextual Merit. DaWaK Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal
2001	—	`conf`	Learning Temporal Regularities of User Behavior for Anomaly Detection. MMM-ACNS Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen
2001	J	`jnl`	Local Feature Selection with Dynamic Integration of Classifiers. Fundam. Informaticae Seppo Puuronen, Alexey Tsymbal
2001	C	`conf`	Probabilistic Reasoning about Uncertain Relations between Temporal Points. TIME Vladimir Ryabov, Seppo Puuronen
2001	B	`conf`	Selection of Voice Features to Diagnose Hearing Impairments of Children. CBMS Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska
2000	B	`conf`	Advanced Local Feature Selection in Medical Diagnostics. CBMS Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk
2000	—	`conf`	Bagging and Boosting with Dynamic Integration of Classifiers. PKDD Alexey Tsymbal, Seppo Puuronen
2000	—	`conf`	Distance functions in dynamic integration of data mining techniques. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Seppo Puuronen, Alexey Tsymbal, Vagan Y. Terziyan
2000	Misc	`conf`	Dynamic Integration of Decision Committees. HiPC Alexey Tsymbal, Seppo Puuronen
2000	—	`conf`	Estimation of Uncertain Relations between Indeterminate Temporal Points. ADVIS Vladimir Ryabov, Seppo Puuronen
2000	—	`conf`	HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. DEXA Workshop Alexandr Seleznyov, Seppo Puuronen
2000	C	`conf`	Local Feature Selection with Dynamic Integration of Classifiers. ISMIS Alexey Tsymbal, Seppo Puuronen
1999	C	`conf`	A Dynamic Integration Algorithm for an Ensemble of Classifiers. ISMIS Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal
1999	—	`conf`	A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. CIA Seppo Puuronen, Vagan Y. Terziyan
1999	—	`conf`	A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. DEXA Workshop Seppo Puuronen, Vagan Y. Terziyan
1999	—	`conf`	Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. Recent Advances in Intrusion Detection Alexandr Seleznyov, Seppo Puuronen
1999	C	`conf`	Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. ADBIS Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
1999	—	`conf`	Dynamic integration of multiple data mining techniques in a knowledge discovery management system. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Seppo Puuronen, Vagan Y. Terziyan, Artyom Katasonov, Alexey Tsymbal
1999	C	`conf`	Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. IEA/AIE Seppo Puuronen, Helen Kaikova
1999	C	`conf`	Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. IEA/AIE Vagan Y. Terziyan, Seppo Puuronen
1999	B	`conf`	Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. EKAW Seppo Puuronen, Vagan Y. Terziyan
1999	B	`conf`	Learning Feature Selection for Medical Databases. CBMS Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal
1999	C	`conf`	Mining Several Data Bases With an Ensemble of Classifiers DEXA Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky
1999	—	`conf`	Mining Several Data Bases with an Ensemble of Classifiers. DEXA Workshop Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky
1999	Misc	`conf`	Representation and Reasoning with Uncertain Temporal Relations. FLAIRS Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan
1998	B	`conf`	Advanced Dynamic Selection of Diagnostic Methods. CBMS Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
1998	J	`jnl`	The decision support system for telemedicine based on multiple expertise. Int. J. Medical Informatics Vagan Y. Terziyan, Alexey Tsymbal, Seppo Puuronen
1997	B	`conf`	Decision support system for telemedicine based on multiple expertise. CBMS Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen
1997	J	`jnl`	Mobile information systems - executives' view. Inf. Syst. J. Seppo Puuronen, Vesa Savolainen
1997	—	`conf`	The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. HICSS (5) Seppo Puuronen, Vagan Y. Terziyan
1996	—	`conf`	Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. ER Workshop Challenges of Application and Challenges of Design Seppo Puuronen, Vagan Y. Terziyan
1987	J	`jnl`	Direct Execution of an Extended Decision Grid Chart. Angew. Inform. Seppo Puuronen