Clustering of Brain Tumours Through Constrained Manifold Learning Using Class Information

author: Raul Cruz, Technical University of Catalonia

Categories

Top: Computer Science: Machine Learning: Clustering

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*Slides*
0:00	Clustering of brain tumours through constrained manifold learning using class information
0:18	Contents
0:35	Introduction
1:25	The Generative Topographic Mapping
2:01	GTM: an illustration
2:22	GTM: the algorithm (1)
3:27	GTM: the algorithm (2)
3:48	GTM: the algorithm (3)
4:13	The t-GTM model
5:16	The class-tGTM
5:46	Human brain tumour data
6:33	Experimental results (1)
7:06	Experimental results: artificial data (2)
8:07	Experimental results: tumour data (3)
9:26	Experimental results (4)
10:20	Conclusions and future work

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