Seppo Puuronen

According to our database1, Seppo Puuronen authored at least 71 papers between 1987 and 2010.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2010
Towards the Generic Framework for Utility Considerations in Data Mining Research.
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.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2008
Does Relevance Matter to Data Mining Research?.
Proceedings of the Data Mining: Foundations and Practice, 2008

Dynamic integration of classifiers for handling concept drift.
Inf. Fusion, 2008

Towards more relevance-oriented data mining research.
Intell. Data Anal., 2008

Tailoring Feedback in Online Assessment: Influence of Learning Styles on the Feedback Preferences and Elaborated Feedback Effectiveness.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
Feature Extraction for Dynamic Integration of Classifiers.
Fundam. Informaticae, 2007

A framework for behavior-based detection of user substitution in a mobile context.
Comput. Secur., 2007

Personalization of Immediate Feedback to Learning Styles.
Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007

Comparing Classifier Combining Techniques for Mobile-Masquerader Detection.
Proceedings of the The Second International Conference on Availability, 2007

2006
Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis.
IEEE Trans. Inf. Technol. Biomed., 2006

Evaluating Classifiers for Mobile-Masquerader Detection.
Proceedings of the Security and Privacy in Dynamic Environments, 2006

The impact of sample reduction on PCA-based feature extraction for supervised learning.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario.
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.
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.
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.
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.
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.
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.
Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005

Dynamic Reliability Indices for k-out-of-n Multi-State System.
Proceedings of the 35th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2005), 2005

Knowledge Management Challenges in Knowledge Discovery Systems.
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.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Towards the Framework of Adaptive User Interfaces for eHealth.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Characteristics and Measures for Mobile-Masquerader Detection.
Proceedings of the Security Management, Integrity, and Internal Control in Information Systems, 2004

Modelling Dependencies Between Classifiers in Mobile Masquerader Detection.
Proceedings of the Information and Communications Security, 6th International Conference, 2004

Combining One-Class Classifiers for Mobile-User Substitution Detection.
Proceedings of the ICEIS 2004, 2004

PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003
Ensemble feature selection with the simple Bayesian classification.
Inf. Fusion, 2003

Using continuous user authentication to detect masqueraders.
Inf. Manag. Comput. Secur., 2003

Feature Extraction for Classification in Knowledge Discovery Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Search Strategies for Ensemble Feature Selection in Medical Diagnostics.
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

Dynamic Integration of Classifiers in the Space of Principal Components.
Proceedings of the Advances in Databases and Information Systems, 2003

2002
Feature Selection for Ensembles of Simple Bayesian Classifiers.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users.
Proceedings of the Certification and Security in E-Services, From E-Govenment to E-Business, IFIP 17<sup>th</sup> World Computer Congress, 2002

Eigenvector-Based Feature Extraction for Classification.
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

2001
Local Feature Selection with Dynamic Integration of Classifiers.
Fundam. Informaticae, 2001

Probabilistic Reasoning about Uncertain Relations between Temporal Points.
Proceedings of the Eigth International Symposium on Temporal Representation and Reasoning, 2001

Learning Temporal Regularities of User Behavior for Anomaly Detection.
Proceedings of the Information Assurance in Computer Networks: Methods, 2001

Correlation-Based and Contextual Merit-Based Ensemble Feature Selection.
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Ensemble Feature Selection Based on the Contextual Merit.
Proceedings of the Data Warehousing and Knowledge Discovery, 2001

Selection of Voice Features to Diagnose Hearing Impairments of Children.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics.
Proceedings of the Advances in Databases and Information Systems, 2001

2000
Bagging and Boosting with Dynamic Integration of Classifiers.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Dynamic Integration of Decision Committees.
Proceedings of the High Performance Computing, 2000

Distance functions in dynamic integration of data mining techniques.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Advanced Local Feature Selection in Medical Diagnostics.
Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000

Estimation of Uncertain Relations between Indeterminate Temporal Points.
Proceedings of the Advances in Information Systems, First International Conference, 2000

1999
Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events.
Proceedings of the Recent Advances in Intrusion Detection, Second International Workshop, 1999

A Dynamic Integration Algorithm for an Ensemble of Classifiers.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge.
Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources.
Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Representation and Reasoning with Uncertain Temporal Relations.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts.
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.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

Mining Several Data Bases With an Ensemble of Classifiers
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.
Proceedings of the Cooperative Information Agents III, Third International Workshop, 1999

Learning Feature Selection for Medical Databases.
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.
Proceedings of the Advances in Databases and Information Systems, 1999

1998
The decision support system for telemedicine based on multiple expertise.
Int. J. Medical Informatics, 1998

Advanced Dynamic Selection of Diagnostic Methods.
Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998

1997
Mobile information systems - executives' view.
Inf. Syst. J., 1997

The Voting-Type Technique in the Refinement of Multiple Expert Knowledge.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Decision support system for telemedicine based on multiple expertise.
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.
Proceedings of the Proccedings of the Workshop Challenges of Application and Challenges of Design, 1996

1987
Direct Execution of an Extended Decision Grid Chart.
Angew. Inform., 1987


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