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» On Reduct Construction Algorithms
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KAIS
2000
86views more  KAIS 2000»
13 years 10 months ago
A Mathematical Foundation for Improved Reduct Generation in Information Systems
When data sets are analyzed, statistical pattern recognition is often used to find the information hidden in the data. Another approach to information discovery is data mining. Dat...
Janusz A. Starzyk, Dale E. Nelson, Kirk Sturtz
ANTS
2000
Springer
87views Algorithms» more  ANTS 2000»
14 years 2 months ago
Reduction in Purely Cubic Function Fields of Unit Rank One
This paper analyzes reduction of fractional ideals in a purely cubic function field of unit rank one. The algorithm is used for generating all the reduced principal fractional ide...
Renate Scheidler
CPM
2007
Springer
167views Combinatorics» more  CPM 2007»
14 years 4 months ago
Deterministic Length Reduction: Fast Convolution in Sparse Data and Applications
In this paper a deterministic algorithm for the length reduction problem is presented. This algorithm enables a new tool for performing fast convolution in sparse data. While the ...
Amihood Amir, Oren Kapah, Ely Porat
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...
WAE
2000
103views Algorithms» more  WAE 2000»
13 years 11 months ago
Lattice Basis Reduction with Dynamic Approximation
Abstract. In this paper we present a heuristic based on dynamic approximations for improving the well-known Schnorr-Euchner lattice basis reduction algorithm. In particular, the ne...
Werner Backes, Susanne Wetzel