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» Enhancing Density-Based Data Reduction Using Entropy
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DSN
2011
IEEE
13 years 10 months ago
Approximate analysis of blocking queueing networks with temporal dependence
—In this paper we extend the class of MAP queueing networks to include blocking models, which are useful to describe the performance of service instances which have a limited con...
Vittoria de Nitto Persone, Giuliano Casale, Evgeni...
98
Voted
KDD
2003
ACM
170views Data Mining» more  KDD 2003»
15 years 10 months ago
Efficient decision tree construction on streaming data
Decision tree construction is a well studied problem in data mining. Recently, there has been much interest in mining streaming data. Domingos and Hulten have presented a one-pass...
Ruoming Jin, Gagan Agrawal
IJON
2010
152views more  IJON 2010»
14 years 8 months ago
Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data
Due to the tremendous increase of electronic information with respect to the size of data sets as well as their dimension, dimension reduction and visualization of high-dimensiona...
Kerstin Bunte, Barbara Hammer, Axel Wismüller...
DATE
2009
IEEE
88views Hardware» more  DATE 2009»
15 years 2 months ago
A generic framework for scan capture power reduction in fixed-length symbol-based test compression environment
Growing test data volume and overtesting caused by excessive scan capture power are two of the major concerns for the industry when testing large integrated circuits. Various test...
Xiao Liu, Qiang Xu
98
Voted
TVCG
2011
170views more  TVCG 2011»
14 years 5 months ago
Feature-Preserving Volume Data Reduction and Focus+Context Visualization
— The growing sizes of volumetric data sets pose a great challenge for interactive visualization. In this paper, we present a feature-preserving data reduction and focus+context ...
Yu-Shuen Wang, Chaoli Wang, Tong-Yee Lee, Kwan-Liu...