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ECCV
2004
Springer
16 years 9 months ago
Kernel Feature Selection with Side Data Using a Spectral Approach
Abstract. We address the problem of selecting a subset of the most relevant features from a set of sample data in cases where there are multiple (equally reasonable) solutions. In ...
Amnon Shashua, Lior Wolf
ICAI
2004
15 years 9 months ago
A Comparison of Resampling Methods for Clustering Ensembles
-- Combination of multiple clusterings is an important task in the area of unsupervised learning. Inspired by the success of supervised bagging algorithms, we propose a resampling ...
Behrouz Minaei-Bidgoli, Alexander P. Topchy, Willi...
202
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ERSA
2003
118views Hardware» more  ERSA 2003»
15 years 9 months ago
A Novel Multi-Speed, Power Saving Architecture for SiGe HBT FPGA
The availability of SiGe HBT devices has opened a door for Gigahertz FPGAs. However, the large device power consumption limits its scale. In order to solve this problem, a Multipl...
Jong-Ru Guo, Chao You, Michael Chu, Kuan Zhou, You...
ICML
2007
IEEE
16 years 8 months ago
Graph clustering with network structure indices
Graph clustering has become ubiquitous in the study of relational data sets. We examine two simple algorithms: a new graphical adaptation of the k-medoids algorithm and the Girvan...
Matthew J. Rattigan, Marc Maier, David Jensen
DNA
2001
Springer
16 years 6 days ago
The Fidelity of the Tag-Antitag System
In the universal DNA chip method, target RNAs are mapped onto a set of DNA tags. Parallel hybridization of these tags with an indexed, complementary antitag array then provides an ...
John A. Rose, Russell J. Deaton, Masami Hagiya, Ak...