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Dr. Elena Sapozhnikova

Contact

Address

Universität Konstanz

Fachbereich Informatik und Informationswissenschaft

Box 712

78457 Konstanz, Germany
Room Z 1008
Phone (+49) 07531 88-4765
Fax (+49) 07531 88-5132
E-Mail Elena.Sapozhnikova(at)uni-konstanz.de
Portrait

 

Curriculum Vitae

 

  • since April 2008
    Researcher at University of Konstanz, project "DAMIART : Data Mining of heterogeneous data with an ART-based neural network"
  • Oktober 2002 - December 2006
    doctoral, later post-doctoral fellow in PhD programm "Chemistry in interphases", University of Tuebingen
  • October 1998 - December 2003
    PhD Student at University of Tuebingen

 

Research Interests

  • Intelligent Data Analysis and Data Mining
  • Artificial Neural Networks
  • Adaptive Resonance Theory
  • Classification and Clustering

Publications

Brucker, Florian, Benites, Fernando, Sapozhnikova, Elena, Multi-label classification and extracting predicted class hierarchies, Pattern Recognition, vol. 44, no. 3, pp. 724 - 738, 2011; Doi: DOI: 10.1016/j.patcog.2010.09.010, BibTeX.
Benites, Fernando, Brucker, Florian, Sapozhnikova, Elena, Multi-Label Classification by ART-based Neural Networks and Hierarchy Extraction. In: Proceedings of the International Joint Conference on Neural Network 2010, International Joint Conference on Neural Networks of the IEEE World Congress on Computational Intelligence (IJCNN - WCCI), 2010; BibTeX.