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» A Novel Approach Towards Automatic Data Distribution
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ICDM
2010
IEEE
232views Data Mining» more  ICDM 2010»
14 years 10 months ago
gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration
Community detection is an important task for mining the structure and function of complex networks. Many pervious approaches are difficult to detect communities with arbitrary size...
Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, ...
113
Voted
CGF
2004
203views more  CGF 2004»
15 years 12 days ago
A Biophysically-Based Spectral Model of Light Interaction with Human Skin
Despite the notable progress in physically-based rendering, there is still a long way to go before we can automatically generate predictable images of biological materials. In thi...
Aravind Krishnaswamy, Gladimir V. G. Baranoski
98
Voted
KDD
2005
ACM
177views Data Mining» more  KDD 2005»
15 years 6 months ago
Combining partitions by probabilistic label aggregation
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
Tilman Lange, Joachim M. Buhmann
ICA
2010
Springer
15 years 1 months ago
Binary Sparse Coding
We study a sparse coding learning algorithm that allows for a simultaneous learning of the data sparseness and the basis functions. The algorithm is derived based on a generative m...
Marc Henniges, Gervasio Puertas, Jörg Bornsch...
111
Voted
CIKM
2004
Springer
15 years 6 months ago
Event threading within news topics
With the overwhelming volume of online news available today, there is an increasing need for automatic techniques to analyze and present news to the user in a meaningful and effi...
Ramesh Nallapati, Ao Feng, Fuchun Peng, James Alla...