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SDM
2007
SIAM
133views Data Mining» more  SDM 2007»
15 years 9 months ago
On Point Sampling Versus Space Sampling for Dimensionality Reduction
In recent years, random projection has been used as a valuable tool for performing dimensionality reduction of high dimensional data. Starting with the seminal work of Johnson and...
Charu C. Aggarwal
CDES
2006
99views Hardware» more  CDES 2006»
15 years 9 months ago
Teraflop Computing for Nanoscience
: Over the last three decades there has been significant progress in the first principles methods for calculating the properties of materials at the quantum level. They have largel...
Yang Wang 0008, G. M. Stocks, Aurelian Rusanu, D. ...
USENIX
2001
15 years 8 months ago
Pragmatic Nonblocking Synchronization for Real-Time Systems
We present a pragmatic methodology for designing nonblocking real-time systems. Our methodology uses a combination of lock-free and wait-free synchronization techniques and clearl...
Michael Hohmuth, Hermann Härtig
AAAI
1994
15 years 8 months ago
Recovering Software Specifications with Inductive Logic Programming
We consider using machine learning techniques to help understand a large software system. In particular, we describe how learning techniques can be used to reconstruct abstract Da...
William W. Cohen
187
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AAAI
1996
15 years 8 months ago
Post-Analysis of Learned Rules
Rule induction research implicitly assumes that after producing the rules from a dataset, these rules will be used directly by an expert system or a human user. In real-life appli...
Bing Liu, Wynne Hsu