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ICDM
2008
IEEE
115views Data Mining» more  ICDM 2008»
16 years 1 months ago
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
Nonnegative Matrix Factorization (NMF) is a dimension reduction method that has been widely used for various tasks including text mining, pattern analysis, clustering, and cancer ...
Jingu Kim, Haesun Park
ICDM
2008
IEEE
97views Data Mining» more  ICDM 2008»
16 years 1 months ago
OntoDM: An Ontology of Data Mining
Motivated by the need for unification of the field of data mining and the growing demand for formalized representation of outcomes of research, we address the task of constructi...
Pance Panov, Saso Dzeroski, Larisa N. Soldatova
ICST
2008
IEEE
16 years 1 months ago
On the Predictability of Random Tests for Object-Oriented Software
Intuition suggests that random testing of object-oriented programs should exhibit a high difference in the number of defects detected by two different runs over the same amount of...
Ilinca Ciupa, Alexander Pretschner, Andreas Leitne...
INFOCOM
2008
IEEE
16 years 29 days ago
Modeling the Evolution of Degree Correlation in Scale-Free Topology Generators
—In this paper, we examine the asymptotic behavior of degree correlation (i.e., the joint degree distribution of adjacent nodes) in several scale-free topology generators GED [13...
Xiaoming Wang, Xiliang Liu, Dmitri Loguinov
INFOCOM
2008
IEEE
16 years 29 days ago
How Many Packets Can We Encode? - An Analysis of Practical Wireless Network Coding
— While the practical coding scheme [1] has been shown to be able to improve throughput of wireless networks, there still lacks fundamental understanding on how the coding scheme...
Jilin Le, John C. S. Lui, Dah-Ming Chiu