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KDD
2009
ACM
202views Data Mining» more  KDD 2009»
14 years 11 months ago
Correlated itemset mining in ROC space: a constraint programming approach
Correlated or discriminative pattern mining is concerned with finding the highest scoring patterns w.r.t. a correlation measure (such as information gain). By reinterpreting corre...
Siegfried Nijssen, Tias Guns, Luc De Raedt
PKDD
2009
Springer
120views Data Mining» more  PKDD 2009»
14 years 5 months ago
Variational Graph Embedding for Globally and Locally Consistent Feature Extraction
Existing feature extraction methods explore either global statistical or local geometric information underlying the data. In this paper, we propose a general framework to learn fea...
Shuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou...
ICASSP
2008
IEEE
14 years 5 months ago
A GIS-like training algorithm for log-linear models with hidden variables
Conditional Random Fields (CRFs) are often estimated using an entropy based criterion in combination with Generalized Iterative Scaling (GIS). GIS offers, upon others, the immedi...
Georg Heigold, Thomas Deselaers, Ralf Schlüte...
WEBI
2007
Springer
14 years 5 months ago
Pairwise Constraints-Guided Non-negative Matrix Factorization for Document Clustering
Nonnegative Matrix Factorization (NMF) has been proven to be effective in text mining. However, since NMF is a well-known unsupervised components analysis technique, the existing ...
Yujiu Yang, Bao-Gang Hu
MTV
2005
IEEE
138views Hardware» more  MTV 2005»
14 years 4 months ago
Diagnosing Faulty Functional Units in Processors by Using Automatically Generated Test Sets
Microprocessor technology is increasingly used for many applications; the large market volumes call for cost containment in the production phase. Process yield for processor produ...
Paolo Bernardi, Ernesto Sánchez, Massimilia...