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IPMI
2007
Springer
14 years 10 months ago
Probabilistic Clustering and Quantitative Analysis of White Matter Fiber Tracts
A novel framework for joint clustering and point-by-point mapping of white matter fiber pathways is presented. Accurate clustering of the trajectories into fiber bundles requires p...
Mahnaz Maddah, William M. Wells III, Simon K. Warf...
KDD
2004
ACM
132views Data Mining» more  KDD 2004»
14 years 10 months ago
A probabilistic framework for semi-supervised clustering
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
Sugato Basu, Mikhail Bilenko, Raymond J. Mooney
CVPR
2011
IEEE
13 years 1 months ago
Max-margin Clustering: Detecting Margins from Projections of Points on Lines
Given a unlabelled set of points X ∈ RN belonging to k groups, we propose a method to identify cluster assignments that provides maximum separating margin among the clusters. We...
Raghuraman Gopalan, Jagan Sankaranarayanan
CORR
2006
Springer
84views Education» more  CORR 2006»
13 years 10 months ago
The JRC-Acquis: A multilingual aligned parallel corpus with 20+ languages
We present a new, unique and freely available parallel corpus containing European Union (EU) documents of mostly legal nature. It is available in all 20 official EU languages, wit...
Ralf Steinberger, Bruno Pouliquen, Anna Widiger, C...
GPC
2010
Springer
14 years 4 months ago
A New Heuristic for Broadcasting in Cluster of Clusters
Hazem Fkaier, Christophe Cérin, Luiz Angelo...