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ICPR
2008
IEEE
14 years 5 months ago
Incremental clustering via nonnegative matrix factorization
Nonnegative matrix factorization (NMF) has been shown to be an efficient clustering tool. However, NMF`s batch nature necessitates recomputation of whole basis set for new samples...
Serhat Selcuk Bucak, Bilge Günsel
ICDM
2007
IEEE
187views Data Mining» more  ICDM 2007»
14 years 5 months ago
A Comparative Study of Methods for Transductive Transfer Learning
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
Andrew Arnold, Ramesh Nallapati, William W. Cohen
ER
2007
Springer
99views Database» more  ER 2007»
14 years 5 months ago
VERT: A Semantic Approach for Content Search and Content Extraction in XML Query Processing
Processing a twig pattern query in XML document includes structural search and content search. Most existing algorithms only focus on structural search. They treat content nodes th...
Huayu Wu, Tok Wang Ling, Bo Chen
MFCS
2007
Springer
14 years 5 months ago
Traces of Term-Automatic Graphs
In formal language theory, many families of languages are defined using grammars or finite acceptors like pushdown automata and Turing machines. For instance, context-sensitive l...
Antoine Meyer
IPPS
2006
IEEE
14 years 4 months ago
Non-cooperative, semi-cooperative, and cooperative games-based grid resource allocation
In this paper we consider, compare and analyze three game theoretical Grid resource allocation mechanisms. Namely, 1) the non-cooperative sealed-bid method where tasks are auction...
Samee Ullah Khan, Ishfaq Ahmad