Clustering of Brain Tumours Through Constrained Manifold Learning Using Class Information

Posted in Science on September 04, 2008


Clustering of Brain Tumours Through Constrained Manifold Learning Using Class Information

Lecture slides:

  • Clustering of brain tumours through constrained manifold learning using class information
  • Contents
  • Introduction
  • The Generative Topographic Mapping
  • GTM: an illustration
  • GTM: the algorithm
  • The t-GTM model
  • The class-tGTM
  • Human brain tumour data
  • Experimental results (1)
  • Experimental results: artificial data (2)
  • Experimental results: tumour data (3)
  • Experimental results (4)
  • Conclusions and future work

Author: Raul Cruz, Technical University Of Catalonia

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Tags: Science, Lectures, Computer Science, Clustering, Machine Learning, VideoLectures.Net