Mykola Pechenizkiy

Assistant Professor at Information Systems Group

Organization: Eindhoven University of Technology, Department of Computer Science
Office: HG 7.82

Address: P.O. Box 513, 5600 MB Eindhoven, the Netherlands

Tel: +31 40 247 4977 (office), +31 40 247 2733 (secretary)

Fax: +31(0)40 246 3992

E-mail:

Curriculum Vitae, Publications and Recent Talks

Short Biography; Short CV, Full CV with publications (pdf files)
List of publications in chronological order (as pdf file); listed in DBLP
Recent talks

Research Interests

knowledge discovery and data mining
feature transformation and feature selection for classification
ensemble learning
instance-based and local learning algorithms
competitive advantage from data mining
rigor and relevance of data mining research

Application Areas

data mining in medicine
data mining for business
data mining for industrial applications
data mining for adaptive hypermedia
educational data mining
e-learning and e-health

Current Projects

: Handling Concept Drift in Adaptive Information Systems (principal investigator, 2008-2012)
: Generic adaptation framework (co-promotor, 2008-2011)
EU FP7 STREP: GRAPPLE: Generic Responsive Adaptive Personalized Learning Environment (TU/e partner, 2008-2011)

Teaching & Supervision

Courses in 2009-2010: (All courses)
- 2ID95: Seminar databases and hypermedia (Fall 2009, TU/e)
- 2ID25: Information Retrieval (Fall 2009, TU/e)
- 2II35: Web Information Systems (Fall 2009, TU/e)
- USI I3: Database Technology (Spring 2010, TU/e)
Topics for Msc. dissertations

Professional Activities

Organizing Committee Member:

Dynamic and Adaptive Hypertext: Generic Frameworks, Approaches and Techniques (DAH'09) Workshop Co-Chair at HT'2009;
The 22nd IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS 2009) Special Tracks Chair;
Knowledge Discovery and Decision Support in Biomedicine (KDDSB'09) Special Track Chair;
The 21st Benelux Conference on Artificial Intelligence (BNAIC'09) Industry Track Chair & Local co-organizer
Induction of Process Models (IPM'08) Workshop Co-Chair at ECML/PKDD'2008;
The 21st IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS 2008) Programme Chair
Knowledge Discovery and Knowledge-based Techniques and Systems in Medicine (KDM'08) Special Track Chair;
Dutch-Belgian Database Day (DBDBD'07) Local co-organizer
Data Mining in Bioinformatics (IEEE DMB 2007) Steering Committee Member
Educational Data Mining (EDM@ICALT07) Workshop Co-Chair at IEEE ICALT'07;
Applying Data Mining in e-Learning (ADML'07) Workshop Co-Chair at EC-TEL'2007;
Data Mining Special Track Chair at IEEE CBMS'07, IEEE CBMS'06, and IEEE CBMS'05;
IEEE CBMS 2006 Special Tracks Co-Chair;
PMKD'06 Workshop Co-chair.

Program Committee Member:
- ECML/PKDD'09 The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases;
- IDA'09 The 8th International Symposium on Intelligent Data Analysis;
- ICDM 09 The 9th Industrial Conference on Data Mining;
- EDM'09 The 2nd Int. Conference on Educational Data Mining;
- ECML/PKDD'08 The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases;
- EDM'08 The 1st Int. Conference on Educational Data Mining;
- SUEMA'08 The 2nd Int. Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (ECAI'08), SUEMA'07;
- Louhi'08 The First Louhi Conference on Text and Data Mining of Clinical Documents;
- DMBiz'07 Workshop at PAKDD'07;
- IEEE CBMS'07, IEEE CBMS'06, IEEE CBMS'05;
- IEEE ISDA'06.
Ad Hoc Reviewing:
- Artificial Intelligence in Medicine (AIIM), Elsevier;
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI);
- IEEE Transactions on Data and Knowledge Engineering (TKDE);
- IEEE Transactions on IT in Biomedicine (TITB);
- IEEE Transactions on IT in Biomedical Engineering (TBE);
- Data & Knowledge Engineering (DKE), Elsevier;
- Educational Data Mining (JEDM), editorial board;
- Knowledge and Information Systems (KAIS), Springer;
- Intelligent Data Analysis (IDA), IOS Press;
- Information Fusion, Elsevier;
- Information Sciences, Elsevier;
- Methods of Information in Medicine, IMIA;
- for conferences (but not in PC): KDD'07, ICIC'07, ICIT'08, IECON'08, SIAM DM'09, HSI'09, INDIN'09.

Private

Photos at Zenfolio