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PARA
2004
Springer
14 years 3 months ago
Structure-Preserving Model Reduction
A general framework for structure-preserving model reduction by Krylov subspace projection methods is developed. The goal is to preserve any substructures of importance in the matr...
Ren-Cang Li, Zhaojun Bai
COMPLIFE
2006
Springer
14 years 1 months ago
Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models
We present a method for simultaneous dimension reduction and metastability analysis of high dimensional time series. The approach is based on the combination of hidden Markov model...
Illia Horenko, Johannes Schmidt-Ehrenberg, Christo...
IPM
2007
84views more  IPM 2007»
13 years 9 months ago
Multi-candidate reduction: Sentence compression as a tool for document summarization tasks
This article examines the application of two single-document sentence compression techniques to the problem of multi-document summarization—a “parse-and-trim” approach and a...
David M. Zajic, Bonnie J. Dorr, Jimmy J. Lin, Rich...
CMSB
2008
Springer
13 years 11 months ago
Automatic Complexity Analysis and Model Reduction of Nonlinear Biochemical Systems
Kinetic models for biochemical systems often comprise a large amount of coupled differential equations with species concentrations varying on different time scales. In this paper w...
Dirk Lebiedz, Dominik Skanda, Marc Fein
ICCD
2001
IEEE
84views Hardware» more  ICCD 2001»
14 years 6 months ago
Static Energy Reduction Techniques for Microprocessor Caches
Microprocessor performance has been improved by increasing the capacity of on-chip caches. However, the performance gain comes at the price of increased static energy consumption ...
Heather Hanson, M. S. Hrishikesh, Vikas Agarwal, S...