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JMLR
2002
89views more  JMLR 2002»
15 years 4 months ago
A Robust Minimax Approach to Classification
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...
Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib...
CSUR
1999
159views more  CSUR 1999»
15 years 4 months ago
Hubs, authorities, and communities
The Web can be naturally modeled as a directed graph, consisting of a set of abstract nodes (the pages) joined by directional edges (the hyperlinks). Hyperlinks encode a considerab...
Jon M. Kleinberg
142
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JMLR
2002
157views more  JMLR 2002»
15 years 4 months ago
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions
This paper introduces the problem of combining multiple partitionings of a set of objects into a single consolidated clustering without accessing the features or algorithms that d...
Alexander Strehl, Joydeep Ghosh
JCC
1998
71views more  JCC 1998»
15 years 4 months ago
Docking small ligands in flexible binding sites
: A novel procedure for docking ligands in a flexible binding site is presented. It relies on conjugate gradient minimization, during which nonbonded interactions are gradually swi...
Joannis Apostolakis, Andreas Plückthun, Amede...
JOT
2002
105views more  JOT 2002»
15 years 4 months ago
Java Distributed Separate Objects
Java supports distributed programming using threads and Remote Method Invocation (JRMI). However, a Java thread does not match well with the object concept, and JRMI cannot easily...
Miguel Katrib, Iskander Sierra, Mario del Valle, T...
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