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» Improving the Efficiency of Non-Deterministic Computations
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AAAI
2008
13 years 11 months ago
CRF-OPT: An Efficient High-Quality Conditional Random Field Solver
Conditional random field (CRF) is a popular graphical model for sequence labeling. The flexibility of CRF poses significant computational challenges for training. Using existing o...
Minmin Chen, Yixin Chen, Michael R. Brent
AUSAI
2006
Springer
13 years 11 months ago
An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinfo
The SVM based Recursive Feature Elimination (RFE-SVM) algorithm is a popular technique for feature selection, used in natural language processing and bioinformatics. Recently it wa...
Justin Bedo, Conrad Sanderson, Adam Kowalczyk
VLSID
2006
IEEE
240views VLSI» more  VLSID 2006»
14 years 9 months ago
An Efficient and Accurate Logarithmic Multiplier Based on Operand Decomposition
Logarithmic Number Systems (LNS) offer a viable alternative in terms of area, delay and power to binary number systems for multiplication and division operations in signal process...
Venkataraman Mahalingam, N. Ranganathan
SAC
2004
ACM
14 years 2 months ago
A Ubiquitous Computing environment for aircraft maintenance
Ubiquitous Computing bears a high potential in the area of aircraft maintenance. Extensive requirements regarding quality, safety, and documentation as well as high costs for havi...
Matthias Lampe, Martin Strassner, Elgar Fleisch
ISMVL
2005
IEEE
108views Hardware» more  ISMVL 2005»
14 years 2 months ago
Approaching the Physical Limits of Computing
As logic device sizes shrink towards the nanometer scale, a number of important physical limits threaten to soon halt further improvements in computer performance per unit cost. H...
Michael P. Frank