| 2010 | CBMS | A holistic framework for understanding acceptance of Remote Patient Management (RPM) systems by non-professional users. | Seppo Puuronen, Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandra Tesanovic |
| 2008 | CBMS | Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance. | Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal |
| 2008 | ICALT | 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 |
| 2007 | ICALT | Personalization of Immediate Feedback to Learning Styles. | Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen |
| 2006 | CBMS | Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction. | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, Oleksandr Pechenizkiy |
| 2006 | CBMS | Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen |
| 2006 | ICALT | The Challenge of Feedback Personalization to Learning Styles in a Web-Based Learning System. | Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen |
| 2006 | ICICS | Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario. | Oleksiy Mazhelis, Seppo Puuronen, Mika Raento |
| 2006 | SAC | The impact of sample reduction on PCA-based feature extraction for supervised learning. | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
| 2006 | SEC | Evaluating Classifiers for Mobile-Masquerader Detection. | Oleksiy Mazhelis, Seppo Puuronen, Mika Raento |
| 2005 | CBMS | Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis. | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
| 2005 | CBMS | Towards the Framework of Adaptive User Interfaces for eHealth. | Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen |
| 2004 | CBMS | PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics. | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen |
| 2004 | ICICS | Modelling Dependencies Between Classifiers in Mobile Masquerader Detection. | Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen |
| 2003 | ADBIS | Dynamic Integration of Classifiers in the Space of Principal Components. | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson |
| 2003 | CBMS | Search Strategies for Ensemble Feature Selection in Medical Diagnostics. | Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen |
| 2003 | KES | Feature Extraction for Classification in Knowledge Discovery Systems. | Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal |
| 2002 | CBMS | Ensemble Feature election with the Simple Bayesian Classification in Medical Diagnostics. | Alexey Tsymbal, Seppo Puuronen |
| 2002 | FlAIRS | Eigenvector-Based Feature Extraction for Classification. | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson |
| 2002 | ISMIS | Feature Selection for Ensembles of Simple Bayesian Classifiers. | Alexey Tsymbal, Seppo Puuronen, David W. Patterson |
| 2001 | ADBIS | Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
| 2001 | CBMS | Selection of Voice Features to Diagnose Hearing Impairments of Children. | Iryna Skrypnyk, Seppo Puuronen, Antony Grzanka, Agata Szkielkowska |
| 2001 | DaWaK | Ensemble Feature Selection Based on the Contextual Merit. | Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal |
| 2001 | IDA | Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
| 2001 | TIME | Probabilistic Reasoning about Uncertain Relations between Temporal Points. | Vladimir Ryabov, Seppo Puuronen |
| 2000 | CBMS | Advanced Local Feature Selection in Medical Diagnostics. | Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk |
| 2000 | HiPC | Dynamic Integration of Decision Committees. | Alexey Tsymbal, Seppo Puuronen |
| 2000 | ISMIS | Local Feature Selection with Dynamic Integration of Classifiers. | Alexey Tsymbal, Seppo Puuronen |
| 1999 | ADBIS | Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
| 1999 | CBMS | Learning Feature Selection for Medical Databases. | Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal |
| 1999 | DEXA | Mining Several Data Bases With an Ensemble of Classifiers | Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky |
| 1999 | EKAW | Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. | Seppo Puuronen, Vagan Y. Terziyan |
| 1999 | FlAIRS | Representation and Reasoning with Uncertain Temporal Relations. | Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan |
| 1999 | ISMIS | A Dynamic Integration Algorithm for an Ensemble of Classifiers. | Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal |
| 1999 | RAID | Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. | Alexandr Seleznyov, Seppo Puuronen |
| 1998 | CBMS | Advanced Dynamic Selection of Diagnostic Methods. | Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan |
| 1997 | CBMS | Decision support system for telemedicine based on multiple expertise. | Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen |
| 1996 | ER | Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. | Seppo Puuronen, Vagan Y. Terziyan |