| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Indre Zliobaite, Jorn Bakker, Mykola Pechenizkiy |
Beating the baseline prediction in food sales: How intelligent an intelligent predictor is?  |
Expert Syst. Appl.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura |
ReliefF-MI: An extension of ReliefF to multiple instance learning. |
Neurocomputing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jorn Bakker, Leszek Holenderski, Rafal Kocielnik, Mykola Pechenizkiy, Natalia Sidorova |
Stess@Work: from measuring stress to its understanding, prediction and handling with personalized coaching. |
IHI |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon Calders, Mykola Pechenizkiy |
Introduction to the special section on educational data mining. |
SIGKDD Explorations |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Evgeny Knutov, Paul De Bra, David Smits, Mykola Pechenizkiy |
Bridging Navigation, Search and Adaptation - Adaptive Hypermedia Models Evolution. |
WEBIST |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jorn Bakker, Mykola Pechenizkiy, Natalia Sidorova |
What's Your Current Stress Level? Detection of Stress Patterns from GSR Sensor Data. |
ICDM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Erik Tromp, Mykola Pechenizkiy |
SentiCorr: Multilingual Sentiment Analysis of Personal Correspondence. |
ICDM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst, Indre Zliobaite, Mykola Pechenizkiy |
Handling Concept Drift in Process Mining. |
CAiSE |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Toon Calders, Cristina Conati, Sebastián Ventura, Cristóbal Romero, John C. Stamper (eds.) |
Proceedings of the 4th International Conference on Educational Data Mining, Eindhoven, The Netherlands, July 6-8, 2011 |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Oleksiy Mazhelis, Indre Zliobaite, Mykola Pechenizkiy |
Context-Aware Personal Route Recognition. |
Discovery Science |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal |
Knowledge discovery and computer-based decision support in biomedicine. |
Artificial Intelligence in Medicine |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal |
Knowledge discovery and computer-based decision support in biomedicine. |
Artificial Intelligence in Medicine |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Faisal Kamiran, Toon Calders, Mykola Pechenizkiy |
Discrimination Aware Decision Tree Learning. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Indre Zliobaite, Mykola Pechenizkiy |
Learning with Actionable Attributes: Attention -- Boundary Cases! |
ICDM Workshops |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Ekaterina Vasilyeva, Indre Zliobaite, Aleksandra Tesanovic, Goran Manev |
Heart failure hospitalization prediction in remote patient management systems. |
CBMS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Indre Zliobaite |
Handling concept drift in medical applications: Importance, challenges and solutions. |
CBMS |
2010 |
DBLP DOI BibTeX RDF |
|
| 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 | Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura |
Reducing Dimensionality in Multiple Instance Learning with a Filter Method. |
HAIS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura |
Feature selection is the ReliefF for multiple instance learning. |
ISDA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Evgeny Knutov, Paul De Bra, Mykola Pechenizkiy |
Provenance meets adaptive hypermedia. |
HT |
2010 |
DBLP DOI BibTeX RDF |
adaptation questions, w7 provenance model, provenance, adaptive hypermedia |
| 1 | Evgeny Knutov, Paul De Bra, Mykola Pechenizkiy |
Adaptation and search: from Dexter and AHAM to GAF. |
HT |
2010 |
DBLP DOI BibTeX RDF |
dexter model, open corpus, adaptation, search, navigation |
| 1 | Cristóbal Romero, Sebastián Ventura, Ekaterina Vasilyeva, Mykola Pechenizkiy |
Class Association Rules Mining from Students' Test Data. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandra Tesanovic, Evgeny Knutov, Sicco Verwer, Paul De Bra |
Towards EDM Framework for Personalization of Information Services in RPM Systems. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Alexey Tsymbal |
Guest editorial for DKE special issue on "Biomedical Data Mining". |
Data Knowl. Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Jorn Bakker, Indre Zliobaite, Andriy Ivannikov, Tommi Kärkkäinen |
Online mass flow prediction in CFB boilers with explicit detection of sudden concept drift. |
SIGKDD Explorations |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Evgeny Knutov, Paul De Bra, Mykola Pechenizkiy |
AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques. |
The New Review of Hypermedia and Multimedia |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon Calders, Faisal Kamiran, Mykola Pechenizkiy |
Building Classifiers with Independency Constraints. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Indre Zliobaite, Jorn Bakker, Mykola Pechenizkiy |
Towards Context Aware Food Sales Prediction. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jorn Bakker, Mykola Pechenizkiy |
Food Wholesales Prediction: What Is Your Baseline? |
ISMIS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon Calders, Christian W. Günther, Mykola Pechenizkiy, Anne Rozinat |
Using minimum description length for process mining. |
SAC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleksandra Tesanovic, Goran Manev, Mykola Pechenizkiy, Ekaterina Vasilyeva |
eHealth personalization in the next generation RPM systems. |
CBMS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikola Trcka, Mykola Pechenizkiy |
From Local Patterns to Global Models: Towards Domain Driven Educational Process Mining. |
ISDA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul De Bra, Mykola Pechenizkiy |
Dynamic and adaptive hypertext: generic frameworks, approaches and techniques. |
Hypertext |
2009 |
DBLP DOI BibTeX RDF |
adaptation, authoring, dynamic hypertext |
| 1 | Andriy Ivannikov, Mykola Pechenizkiy, Jorn Bakker, Timo Leino, Mikko Jegoroff, Tommi Kärkkäinen, Sami Äyrämö |
Online Mass Flow Prediction in CFB Boilers. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Nikola Trcka, Ekaterina Vasilyeva, Wil M. P. van der Aalst, Paul De Bra |
Process Mining Online Assessment Data. |
EDM |
2009 |
DBLP BibTeX RDF |
|
| 1 | Gerben Dekker, Mykola Pechenizkiy, Jan Vleeshouwers |
Predicting Students Drop Out: A Case Study. |
EDM |
2009 |
DBLP BibTeX RDF |
|
| 1 | Indre Zliobaite, Jorn Bakker, Mykola Pechenizkiy |
OMFP: An Approach for Online Mass Flow Prediction in CFB Boilers. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jorn Bakker, Mykola Pechenizkiy, Indre Zliobaite, Andriy Ivannikov, Tommi Kärkkäinen |
Handling outliers and concept drift in online mass flow prediction in CFB boilers. |
KDD Workshop on Knowledge Discovery from Sensor Data |
2009 |
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 | Patrick Meulstee, Mykola Pechenizkiy |
Food Sales Prediction: "If Only It Knew What We Know". |
ICDM Workshops |
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, Mykola Pechenizkiy, Paul De Bra |
Adaptation of Elaborated Feedback in e-Learning. |
AH |
2008 |
DBLP DOI BibTeX RDF |
feedback authoring, feedback personalization, online assessment |
| 1 | Ekaterina Vasilyeva, Mykola Pechenizkiy, Paul De Bra |
Tailoring of Feedback in Web-Based Learning: The Role of Response Certitude in the Assessment. |
Intelligent Tutoring Systems |
2008 |
DBLP DOI BibTeX RDF |
response certitude, feedback personalization, online assessment |
| 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 | Ekaterina Vasilyeva, Paul De Bra, Mykola Pechenizkiy |
Immediate Elaborated Feedback Personalization in Online Assessment. |
EC-TEL |
2008 |
DBLP DOI BibTeX RDF |
feedback authoring, feedback personalization, response certitude, learning styles, online assessment |
| 1 | Maurice Hendrix, Paul De Bra, Mykola Pechenizkiy, David Smits, Alexandra I. Cristea |
Defining Adaptation in a Generic Multi Layer Model: CAM: The GRAPPLE Conceptual Adaptation Model. |
EC-TEL |
2008 |
DBLP DOI BibTeX RDF |
Conceptual Adaptation Model, Adaptive TEL |
| 1 | Mykola Pechenizkiy, Toon Calders, Ekaterina Vasilyeva, Paul De Bra |
Mining the Student Assessment Data: Lessons Drawn from a Small Scale Case Study. |
EDM |
2008 |
DBLP 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 | Ekaterina Vasilyeva, Mykola Pechenizkiy, Tatiana Gavrilova, Seppo Puuronen |
Personalization of Immediate Feedback to Learning Styles. |
ICALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph E. Beck, Toon Calders, Mykola Pechenizkiy, Silvia Rita Viola |
Workshop on Educational Data Mining @ ICALT07 (EDM@ICALT07). |
ICALT |
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 | 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 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Dynamic Integration with Random Forests. |
ECML |
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 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Diversity in search strategies for ensemble feature selection. |
Information Fusion |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Sequential Genetic Search for Ensemble Feature Selection. |
IJCAI |
2005 |
DBLP 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 | Mykola Pechenizkiy |
Data Mining Strategy Selection via Empirical and Constructive Induction. |
Databases and Applications |
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 | Mykola Pechenizkiy |
The Impact of Feature Extraction on the Performance of a Classifier: kNN, Naïve Bayes and C4.5. |
Canadian Conference on AI |
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 | Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
Diversity in Random Subspacing Ensembles. |
DaWaK |
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 | 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, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson |
Eigenvector-Based Feature Extraction for Classification. |
FLAIRS Conference |
2002 |
DBLP BibTeX RDF |
|
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