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» Consolidated Trees: An Analysis of Structural Convergence
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AUSDM
2006
Springer
114views Data Mining» more  AUSDM 2006»
14 years 2 months ago
Consolidated Trees: An Analysis of Structural Convergence
When different subsamples of the same data set are used to induce classification trees, the structure of the built classifiers is very different. The stability of the structure of ...
Jesús M. Pérez, Javier Muguerza, Ola...
NIPS
2007
14 years 8 days ago
Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis
We consider the estimation problem in Gaussian graphical models with arbitrary structure. We analyze the Embedded Trees algorithm, which solves a sequence of problems on tractable...
Venkat Chandrasekaran, Jason K. Johnson, Alan S. W...
EDOC
2009
IEEE
14 years 2 months ago
Monitoring and Analyzing Influential Factors of Business Process Performance
Abstract--Business activity monitoring enables continuous observation of key performance indicators (KPIs). However, if things go wrong, a deeper analysis of process performance be...
Branimir Wetzstein, Philipp Leitner, Florian Rosen...
IJCNN
2000
IEEE
14 years 3 months ago
Regression Analysis for Rival Penalized Competitive Learning Binary Tree
The main aim of this paper is to develop a suitable regression analysis model for describing the relationship between the index efficiency and the parameters of the Rival Penaliz...
Xuequn Li, Irwin King
BIOSYSTEMS
2008
83views more  BIOSYSTEMS 2008»
13 years 11 months ago
Hydrophobic condensation and modular assembly model of protein folding
Despite several decades of intense study, protein folding problem remains elusive. In this paper, we review current knowledge and the prevailing thinking in the field, and summari...
Tian-Yow Tsong, Chin-Kun Hu, Ming-Chya Wu