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» Unsupervised Feature Selection Using Feature Similarity
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131
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BMCBI
2005
119views more  BMCBI 2005»
15 years 2 months ago
The distance-profile representation and its application to detection of distantly related protein families
Background: Detecting homology between remotely related protein families is an important problem in computational biology since the biological properties of uncharacterized protei...
Chin-Jen Ku, Golan Yona
JMLR
2002
157views more  JMLR 2002»
15 years 2 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
163
Voted
MICCAI
2010
Springer
15 years 16 days ago
Groupwise Registration by Hierarchical Anatomical Correspondence Detection
Groupwise registration has been widely investigated in recent years due to its importance in analyzing population data in many clinical applications. To our best knowledge, most o...
Guorong Wu, Qian Wang, Hongjun Jia, Dinggang Shen
209
Voted
DLS
2009
227views Languages» more  DLS 2009»
15 years 13 days ago
The ruby intermediate language
Ruby is a popular, dynamic scripting language that aims to "feel natural to programmers"and give users the"freedom to choose" among many different ways of doin...
Michael Furr, Jong-hoon (David) An, Jeffrey S. Fos...
KDD
2005
ACM
153views Data Mining» more  KDD 2005»
16 years 3 months ago
Improving discriminative sequential learning with rare--but--important associations
Discriminative sequential learning models like Conditional Random Fields (CRFs) have achieved significant success in several areas such as natural language processing, information...
Xuan Hieu Phan, Minh Le Nguyen, Tu Bao Ho, Susumu ...