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ISBI
2011
IEEE
14 years 4 months ago
Sparse Riemannian manifold clustering for HARDI segmentation
We address the problem of segmenting high angular resolution diffusion images of the brain into cerebral regions corresponding to distinct white matter fiber bundles. We cast thi...
Hasan Ertan Çetingül, René Vida...
76
Voted
ICML
2000
IEEE
16 years 1 months ago
Practical Reinforcement Learning in Continuous Spaces
William D. Smart, Leslie Pack Kaelbling
107
Voted
AAAI
2008
15 years 2 months ago
Manifold Integration with Markov Random Walks
Most manifold learning methods consider only one similarity matrix to induce a low-dimensional manifold embedded in data space. In practice, however, we often use multiple sensors...
Heeyoul Choi, Seungjin Choi, Yoonsuck Choe
100
Voted
IJCNN
2006
IEEE
15 years 6 months ago
Optimal In-Place Learning and the Lobe Component Analysis
— It is difficult to map many existing learning algorithms onto biological networks because the former require a separate learning network. The computational basis of biological...
Juyang Weng, Nan Zhang 0002