| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
Dynamic integration of classifiers for handling concept drift. |
Information Fusion |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Towards more relevance-oriented data mining research. |
Intell. Data Anal. |
2008 |
DBLP BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Does Relevance Matter to Data Mining Research?. |
Data Mining: Foundations and Practice |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal |
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. |
CBMS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Feature Extraction for Dynamic Integration of Classifiers. |
Fundam. Inform. |
2007 |
DBLP BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Seppo Puuronen |
A framework for behavior-based detection of user substitution in a mobile context. |
Computers & Security |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen |
Personalization of Immediate Feedback to Learning Styles. |
ICALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Seppo Puuronen |
Comparing Classifier Combining Techniques for Mobile-Masquerader Detection. |
ARES |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis. |
IEEE Transactions on Information Technology in Biomedicine |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Seppo Puuronen, Mika Raento |
Evaluating Classifiers for Mobile-Masquerader Detection. |
SEC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Seppo Puuronen, Mika Raento |
Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. |
ICICS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
The impact of sample reduction on PCA-based feature extraction for supervised learning. |
SAC |
2006 |
DBLP DOI BibTeX RDF |
sample reduction, feature extraction, supervised learning |
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy |
Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. |
CBMS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen |
The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. |
ICALT |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen |
Towards the Framework of Adaptive User Interfaces for eHealth. |
CBMS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. |
CBMS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena N. Zaitseva, Vitaly G. Levashenko, K. Matiasko, Seppo Puuronen |
Dynamic Reliability Indices for k-out-of-n Multi-State System. |
ISMVL |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Competitive Advantage from Data Mining: Some Lessons Learnt in the Information Systems Field. |
DEXA Workshops |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
Knowledge Management Challenges in Knowledge Discovery Systems. |
DEXA Workshops |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Seppo Puuronen |
Combining One-Class Classifiers for Mobile-User Substitution Detection. |
ICEIS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen |
Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. |
ICICS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. |
CBMS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandr Seleznyov, Seppo Puuronen |
Using continuous user authentication to detect masqueraders. |
Inf. Manag. Comput. Security |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Ensemble feature selection with the simple Bayesian classification. |
Information Fusion |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
Feature Extraction for Classification in Knowledge Discovery Systems. |
KES |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen |
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. |
CBMS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson |
Dynamic Integration of Classifiers in the Space of Principal Components. |
ADBIS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
Feature Selection for Ensembles of Simple Bayesian Classifiers. |
ISMIS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. |
CBMS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson |
Eigenvector-Based Feature Extraction for Classification. |
FLAIRS Conference |
2002 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Alexey Tsymbal |
Local Feature Selection with Dynamic Integration of Classifiers. |
Fundam. Inform. |
2001 |
DBLP BibTeX RDF |
|
| 1 | Alexandr Seleznyov, Oleksiy Mazhelis, Seppo Puuronen |
Learning Temporal Regularities of User Behavior for Anomaly Detection. |
MMM-ACNS |
2001 |
DBLP DOI BibTeX RDF |
User Recognition, Intrusion Detection, Network Security, Anomaly Detection, User Profiling, Online Learning |
| 1 | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
Ensemble Feature Selection Based on the Contextual Merit. |
DaWaK |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Vladimir Ryabov, Seppo Puuronen |
Probabilistic Reasoning about Uncertain Relations between Temporal Points. (PDF / PS) |
TIME |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska |
Selection of Voice Features to Diagnose Hearing Impairments of Children. |
CBMS |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. |
ADBIS |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Bagging and Boosting with Dynamic Integration of Classifiers. |
PKDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Dynamic Integration of Decision Committees. |
HiPC |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen |
Local Feature Selection with Dynamic Integration of Classifiers. |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
Advanced Local Feature Selection in Medical Diagnostics. |
CBMS |
2000 |
DBLP DOI BibTeX RDF |
dynamic integration of classifiers, data mining, feature selection, decision trees, knowledge discovery, medical databases |
| 1 | Vladimir Ryabov, Seppo Puuronen |
Estimation of Uncertain Relations between Indeterminate Temporal Points. |
ADVIS |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandr Seleznyov, Seppo Puuronen |
HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. (PDF / PS) |
DEXA Workshops |
2000 |
DBLP DOI BibTeX RDF |
HIDSUR, hybrid intrusion detection system, real-time user recognition, computer system protection, anomaly detection, online learning, computer network management, unauthorized access |
| 1 | Seppo Puuronen, Vagan Y. Terziyan |
A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. (PDF / PS) |
DEXA Workshops |
2000 |
DBLP DOI BibTeX RDF |
similarity evaluation technique, nearest neighbor recognition, learning phase, data mining, data mining, predicates, classifier ensemble, training set, misclassification errors |
| 1 | Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal |
A Dynamic Integration Algorithm for an Ensemble of Classifiers. |
ISMIS |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal |
Learning Feature Selection for Medical Databases. |
CBMS |
1999 |
DBLP DOI BibTeX RDF |
Dynamic Classifier Integration, Data Mining, Machine Learning, Feature Selection, Medical Databases |
| 1 | Seppo Puuronen, Helen Kaikova |
Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. |
IEA/AIE |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Vagan Y. Terziyan, Seppo Puuronen |
Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. |
IEA/AIE |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandr Seleznyov, Seppo Puuronen |
Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. |
Recent Advances in Intrusion Detection |
1999 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan |
Representation and Reasoning with Uncertain Temporal Relations. |
FLAIRS Conference |
1999 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky |
Mining Several Data Bases With an Ensemble of Classifiers |
DEXA |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Vagan Y. Terziyan |
A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. |
CIA |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Vagan Y. Terziyan |
Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. |
EKAW |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky |
Mining Several Data Bases with an Ensemble of Classifiers. (PDF / PS) |
DEXA Workshops |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. |
ADBIS |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
Advanced Dynamic Selection of Diagnostic Methods. (PDF / PS) |
CBMS |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Seppo Puuronen, Vesa Savolainen |
Mobile information systems - executives' view. |
Inf. Syst. J. |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen |
Decision support system for telemedicine based on multiple expertise. |
CBMS |
1997 |
DBLP DOI BibTeX RDF |
multiple expertise, experts-physicians, telecommunication tools, multilevel representation, semantically essential information, complex dynamics, ordinary statistical tools, voting-type technique, Telediagnostic Expert Medical System, Medical Teleconsulting Support System, artificial intelligence, decision support system, telemedicine, medical expert systems |
| 1 | Seppo Puuronen, Vagan Y. Terziyan |
The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. |
HICSS |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Seppo Puuronen |
Direct Execution of an Extended Decision Grid Chart. |
Angewandte Informatik |
1987 |
DBLP BibTeX RDF |
|
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