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SDM
2008
SIAM
197views Data Mining» more  SDM 2008»
13 years 8 months ago
A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees
Decision trees are among the most popular pattern types in data mining due to their intuitive representation. However, little attention has been given on the definition of measure...
Irene Ntoutsi, Alexandros Kalousis, Yannis Theodor...
VISSOFT
2005
IEEE
14 years 1 months ago
Interactive Exploration of Semantic Clusters
Using visualization and exploration tools can be of great use for the understanding of a software system when only its source code is available. However, understanding a large sof...
Mircea Lungu, Adrian Kuhn, Tudor Gîrba, Mich...
SUTC
2008
IEEE
14 years 1 months ago
Effective Feature Space Reduction with Imbalanced Data for Semantic Concept Detection
Semantic understanding of multimedia content has become a very popular research topic in recent years. Semantic concept detection algorithms face many challenges such as the seman...
Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen
APLAS
2010
ACM
13 years 7 months ago
Model Independent Order Relations for Processes
Semantic preorders between processes are usually applied in practice to model approximation or implementation relationships. For interactive models these preorders depend crucially...
Chaodong He
WEBI
2005
Springer
14 years 27 days ago
Integrating Element and Term Semantics for Similarity-Based XML Document Clustering
Structured link vector model (SLVM) is a recently proposed document representation that takes into account both structural and semantic information for measuring XML document simi...
Jianwu Yang, William K. Cheung, Xiaoou Chen