default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSeppo Puuronen
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2010 – 2019
- 2010
[c61]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: 426-431- [p2]Seppo Puuronen, Mykola Pechenizkiy:
Towards the Generic Framework for Utility Considerations in Data Mining Research. Data Mining for Business Applications 2010: 49-65
2000 – 2009
- 2008
- [j11]Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal:
Towards more relevance-oriented data mining research. Intell. Data Anal. 12(2): 237-249 (2008) - [j10]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen:
Dynamic integration of classifiers for handling concept drift. Inf. Fusion 9(1): 56-68 (2008) - [c60]Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal:
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. CBMS 2008: 632-637 - [c59]Tatiana Gavrilova, Seppo Puuronen:
Ontological Framework for Students' Innovative Research. DistIntellSys 2008: 119-130 - [c58]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 - [p1]Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal:
Does Relevance Matter to Data Mining Research?. Data Mining: Foundations and Practice 2008: 251-275 - 2007
- [j9]Oleksiy Mazhelis, Seppo Puuronen:
A framework for behavior-based detection of user substitution in a mobile context. Comput. Secur. 26(2): 154-176 (2007) - [j8]Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson:
Feature Extraction for Dynamic Integration of Classifiers. Fundam. Informaticae 77(3): 243-275 (2007) - [c57]Oleksiy Mazhelis, Seppo Puuronen:
Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. ARES 2007: 465-472 - [c56]Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen:
Personalization of Immediate Feedback to Learning Styles. ICALT 2007: 622-624 - 2006
- [j7]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): 533-539 (2006) - [c55]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 - [c54]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 - [c53]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 - [c52]Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen:
The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. ICALT 2006: 1143-1144 - [c51]Oleksiy Mazhelis, Seppo Puuronen, Mika Raento:
Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. ICICS 2006: 302-321 - [c50]Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal:
The impact of sample reduction on PCA-based feature extraction for supervised learning. SAC 2006: 553-558 - [c49]Oleksiy Mazhelis, Seppo Puuronen, Mika Raento:
Evaluating Classifiers for Mobile-Masquerader Detection. SEC 2006: 271-283 - 2005
- [c48]Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen:
Towards the Framework of Adaptive User Interfaces for eHealth. CBMS 2005: 139-144 - [c47]Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen:
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. CBMS 2005: 365-370 - [c46]Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen:
Knowledge Management Challenges in Knowledge Discovery Systems. DEXA Workshops 2005: 433-437 - [c45]Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal:
Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. DEXA Workshops 2005: 733-737 - [c44]Elena N. Zaitseva, Vitaly G. Levashenko, Karol Matiasko, Seppo Puuronen:
Dynamic Reliability Indices for k-out-of-n Multi-State System. ISMVL 2005: 264-269 - [c43]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 - [c42]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
- [c41]Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen:
PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. CBMS 2004: 535- - [c40]Oleksiy Mazhelis, Seppo Puuronen:
Combining One-Class Classifiers for Mobile-User Substitution Detection. ICEIS (4) 2004: 130-137 - [c39]Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen:
Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. ICICS 2004: 318-330 - [c38]Oleksiy Mazhelis, Seppo Puuronen:
Characteristics and Measures for Mobile-Masquerader Detection. IICIS 2004: 303-318 - 2003
- [j6]Alexandr Seleznyov, Seppo Puuronen:
Using continuous user authentication to detect masqueraders. Inf. Manag. Comput. Secur. 11(3): 139-145 (2003) - [j5]Alexey Tsymbal, Seppo Puuronen, David W. Patterson:
Ensemble feature selection with the simple Bayesian classification. Inf. Fusion 4(2): 87-100 (2003) - [c37]Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson:
Dynamic Integration of Classifiers in the Space of Principal Components. ADBIS 2003: 278-292 - [c36]Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen:
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. CBMS 2003: 124-129 - [c35]Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal:
Feature Extraction for Classification in Knowledge Discovery Systems. KES 2003: 526-532 - 2002
- [c34]Alexey Tsymbal, Seppo Puuronen:
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. CBMS 2002: 225-230 - [c33]Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson:
Eigenvector-Based Feature Extraction for Classification. FLAIRS 2002: 354-358 - [c32]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 - [c31]Alexey Tsymbal, Seppo Puuronen, David W. Patterson:
Feature Selection for Ensembles of Simple Bayesian Classifiers. ISMIS 2002: 592-600 - 2001
- [j4]Seppo Puuronen, Alexey Tsymbal:
Local Feature Selection with Dynamic Integration of Classifiers. Fundam. Informaticae 47(1-2): 91-117 (2001) - [c30]Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal:
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. ADBIS 2001: 155-168 - [c29]Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska:
Selection of Voice Features to Diagnose Hearing Impairments of Children. CBMS 2001: 427-432 - [c28]Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal:
Ensemble Feature Selection Based on the Contextual Merit. DaWaK 2001: 111-120 - [c27]Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk:
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. IDA 2001: 135-144 - [c26]Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen:
Learning Temporal Regularities of User Behavior for Anomaly Detection. MMM-ACNS 2001: 143-152 - [c25]Vladimir Ryabov, Seppo Puuronen:
Probabilistic Reasoning about Uncertain Relations between Temporal Points. TIME 2001: 35-40 - 2000
- [c24]Vladimir Ryabov, Seppo Puuronen:
Estimation of Uncertain Relations between Indeterminate Temporal Points. ADVIS 2000: 108-116 - [c23]Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk:
Advanced Local Feature Selection in Medical Diagnostics. CBMS 2000: 25- - [c22]Alexandr Seleznyov, Seppo Puuronen:
HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. DEXA Workshop 2000: 41-45 - [c21]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: 22-32 - [c20]Alexey Tsymbal, Seppo Puuronen:
Dynamic Integration of Decision Committees. HiPC 2000: 537-546 - [c19]Alexey Tsymbal, Seppo Puuronen:
Local Feature Selection with Dynamic Integration of Classifiers. ISMIS 2000: 417-425 - [c18]Alexey Tsymbal, Seppo Puuronen:
Bagging and Boosting with Dynamic Integration of Classifiers. PKDD 2000: 116-125
1990 – 1999
- 1999
- [c17]Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan:
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. ADBIS 1999: 205-217 - [c16]Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal:
Learning Feature Selection for Medical Databases. CBMS 1999: 53- - [c15]Seppo Puuronen, Vagan Y. Terziyan:
A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. CIA 1999: 163-174 - [c14]Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky:
Mining Several Data Bases With an Ensemble of Classifiers. DEXA 1999: 882-891 - [c13]Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky:
Mining Several Data Bases with an Ensemble of Classifiers. DEXA Workshop 1999: 218-222 - [c12]Seppo Puuronen, Vagan Y. Terziyan:
A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. DEXA Workshop 1999: 1155-1160 - [c11]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: 128-141 - [c10]Seppo Puuronen, Vagan Y. Terziyan:
Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. EKAW 1999: 259-273 - [c9]Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan:
Representation and Reasoning with Uncertain Temporal Relations. FLAIRS 1999: 449-453 - [c8]Vagan Y. Terziyan, Seppo Puuronen:
Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. IEA/AIE 1999: 353-361 - [c7]Seppo Puuronen, Helen Kaikova:
Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. IEA/AIE 1999: 688-697 - [c6]Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal:
A Dynamic Integration Algorithm for an Ensemble of Classifiers. ISMIS 1999: 592-600 - [c5]Alexandr Seleznyov, Seppo Puuronen:
Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. Recent Advances in Intrusion Detection 1999 - 1998
- [j3]Vagan Y. Terziyan, Alexey Tsymbal, Seppo Puuronen:
The decision support system for telemedicine based on multiple expertise. Int. J. Medical Informatics 49(2): 217-229 (1998) - [c4]Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan:
Advanced Dynamic Selection of Diagnostic Methods. CBMS 1998: 50-54 - 1997
- [j2]Seppo Puuronen, Vesa Savolainen:
Mobile information systems - executives' view. Inf. Syst. J. 7(1): 3-20 (1997) - [c3]Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen:
Decision support system for telemedicine based on multiple expertise. CBMS 1997: 8- - [c2]Seppo Puuronen, Vagan Y. Terziyan:
The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. HICSS (5) 1997: 287-296 - 1996
- [c1]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
1980 – 1989
- 1987
- [j1]Seppo Puuronen:
Direct Execution of an Extended Decision Grid Chart. Angew. Inform. 29(8/9): 351-357 (1987)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:25 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
