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» Graph Mining using Graph Pattern Profiles
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APWEB
2005
Springer
15 years 8 months ago
A Pattern Restore Method for Restoring Missing Patterns in Server Side Clickstream Data
Abstract. When analyzing patterns in server side data, it becomes quickly apparent that some of the data originating from the client is lost, mainly due to the caching of web pages...
I-Hsien Ting, Chris Kimble, Daniel Kudenko
ICDM
2002
IEEE
162views Data Mining» more  ICDM 2002»
15 years 7 months ago
Phrase-based Document Similarity Based on an Index Graph Model
Document clustering techniques mostly rely on single term analysis of the document data set, such as the Vector Space Model. To better capture the structure of documents, the unde...
Khaled M. Hammouda, Mohamed S. Kamel
KDD
2009
ACM
150views Data Mining» more  KDD 2009»
16 years 3 months ago
Large human communication networks: patterns and a utility-driven generator
Given a real, and weighted person-to-person network which changes over time, what can we say about the cliques that it contains? Do the incidents of communication, or weights on t...
Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu
113
Voted
JWSR
2007
114views more  JWSR 2007»
15 years 2 months ago
Development of Distance Measures for Process Mining, Discovery and Integration
: Business processes continue to play an important role in today’s service-oriented enterprise computing systems. Mining, discovering, and integrating process-oriented services h...
Joonsoo Bae, Ling Liu, James Caverlee, Liang-Jie Z...
PKDD
2009
Springer
155views Data Mining» more  PKDD 2009»
15 years 9 months ago
Dynamic Factor Graphs for Time Series Modeling
Abstract. This article presents a method for training Dynamic Factor Graphs (DFG) with continuous latent state variables. A DFG includes factors modeling joint probabilities betwee...
Piotr W. Mirowski, Yann LeCun