Homepage of

Georgi Nalbantov

  Personal Data Research Teaching Projects  

Can you see any patterns in the image?
 

 

My work happens to be useful for my hobby, which is to fish (used figuratively, not to be confusing with fishing...). All you need in case you can't find any fish to fish, is to find a model that correctly examines patterns in water and points you in the direction of the fish. More seriously, I am currently at the Dept. of Knowledge Engineering Maastricht University, which deals with, among others, Data Mining and Machine Learning. To go a bit deeper into details, my areas of research interest encompass Kernel Methods for Regression and Classification tasks, Clustering, Statistical Methods, Visualization, Attribute Selection, and tak dalie.

Personal Data

Full name: Georgi Nalbantov
Titles: Dr.
Affiliation: Department of Knowledge Engineering, Maastricht University
Address: P.O. Box 616, 6200 MD Maastricht, The Netherlands
Office: Minderbroedersberg 6A
Phone: (+31) 43 388 2007
Fax: (+31) 43 388 4910
Email: g.nalbantov@maastrichtuniversity.nl
Curriculum Vitae: My CV can be found here

Research

Research interests:

A complete list of publications can be found here.

Teaching

 

·        Summer School on Data Mining (co-organizer)

·        Introduction to Machine Learning

·        Capita Selection

 

Current supervised students:

Jeffrey van Prehn
Uriel Levy
Jeroen de Haas

Projects

·        Sensor Techniques for Pattern Recognition in the Natural Resources Industry (with Excavation and Mining Equipment Group, RWTH Aachen, Germany)

·        Intelligent Coal Automation Project (with RWTH Aachen, Germany)

·        Reliable Classifiers for Children Hospitalization (with Medical University of Leuven, Belgium)

·        Clustering of Disease Co-occurence in the RNH Database (with Medical Faculty, Maastricht University)