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» A Model for Change Propagation Based on Graph Rewriting
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CVPR
2005
IEEE
16 years 1 months ago
A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation
We propose an approximate Bayesian approach for unsupervised feature selection and density estimation, where the importance of the features for clustering is used as the measure f...
Shaorong Chang, Nilanjan Dasgupta, Lawrence Carin
CERA
2002
134views more  CERA 2002»
14 years 11 months ago
Graph Grammar Based Product Family Modeling
: Many industries are shifting from mass production to mass customization, which demands quick response to the needs of individual customers with high quality and low costs. The de...
Xuehong Du, Jianxin Jiao, Mitchell M. Tseng
METRICS
2005
IEEE
15 years 5 months ago
Metrics of Software Architecture Changes Based on Structural Distance
Software architecture is an important form of abstraction, representing the overall system structure and the relationship among components. When software is modified from one ver...
Taiga Nakamura, Victor R. Basili
CORR
2010
Springer
179views Education» more  CORR 2010»
14 years 8 months ago
Comparison of Support Vector Machine and Back Propagation Neural Network in Evaluating the Enterprise Financial Distress
Recently, applying the novel data mining techniques for evaluating enterprise financial distress has received much research alternation. Support Vector Machine (SVM) and back prop...
Ming-Chang Lee, To Chang
KDD
2009
ACM
198views Data Mining» more  KDD 2009»
16 years 7 days ago
Heterogeneous source consensus learning via decision propagation and negotiation
Nowadays, enormous amounts of data are continuously generated not only in massive scale, but also from different, sometimes conflicting, views. Therefore, it is important to conso...
Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han