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» Fast Recursive Data Processing in Graphs using Reduction
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APPINF
2003
13 years 6 months ago
Fast Recursive Data Processing in Graphs using Reduction
This paper presents an algorithm for recursive data processing in directed graphs. The proposed algorithm applies graph reduction in order to determine both starting points and a ...
J. H. ter Bekke, J. A. Bakker
ICMLA
2008
13 years 6 months ago
Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing
Dimension reduction techniques have been successfully applied to face recognition and text information retrieval. The process can be time-consuming when the data set is large. Thi...
Sophia Sakellaridi, Haw-ren Fang, Yousef Saad
PKDD
2009
Springer
129views Data Mining» more  PKDD 2009»
13 years 11 months ago
RTG: A Recursive Realistic Graph Generator Using Random Typing
We propose a new, recursive model to generate realistic graphs, evolving over time. Our model has the following properties: it is (a) flexible, capable of generating the cross pro...
Leman Akoglu, Christos Faloutsos
TIP
2008
133views more  TIP 2008»
13 years 4 months ago
A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields
This paper presents recursive cavity modeling--a principled, tractable approach to approximate, near-optimal inference for large Gauss-Markov random fields. The main idea is to su...
Jason K. Johnson, Alan S. Willsky
ASPDAC
2007
ACM
152views Hardware» more  ASPDAC 2007»
13 years 8 months ago
A Graph Reduction Approach to Symbolic Circuit Analysis
A new graph reduction approach to symbolic circuit analysis is developed in this paper. A Binary Decision Diagram (BDD) mechanism is formulated, together with a specially designed ...
Guoyong Shi, Weiwei Chen, C.-J. Richard Shi