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ICML
2005
IEEE
16 years 4 months ago
Supervised dimensionality reduction using mixture models
Given a classification problem, our goal is to find a low-dimensional linear transformation of the feature vectors which retains information needed to predict the class labels. We...
Sajama, Alon Orlitsky
238
Voted
VLDB
2007
ACM
179views Database» more  VLDB 2007»
16 years 4 months ago
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data
Market analysis is a representative data analysis process with many applications. In such an analysis, critical numerical measures, such as profit and sales, fluctuate over time a...
Xiaolei Li, Jiawei Han
125
Voted
APCSAC
2005
IEEE
15 years 9 months ago
Speculative Issue Logic
In order to enhance the performance of a computer, most modern processors use superscalar architecture and raise the clock frequency. Superscalar architecture can execute more than...
You-Jan Tsai, Jong-Jiann Shieh
136
Voted
ATS
2005
IEEE
118views Hardware» more  ATS 2005»
15 years 9 months ago
Partial Gating Optimization for Power Reduction During Test Application
Power reduction during test application is important from the viewpoint of chip reliability and for obtaining correct test results. One of the ways to reduce scan test power is to...
Mohammed ElShoukry, Mohammad Tehranipoor, C. P. Ra...
CP
2001
Springer
15 years 8 months ago
A CLP Approach to the Protein Side-Chain Placement Problem
Abstract. Selecting conformations for side-chains is an important subtask in building three-dimensional protein models. Side-chain placement is a difficult problem because of the l...
Martin T. Swain, Graham J. L. Kemp