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IJIT
2004
15 years 7 months ago
On the Noise Distance in Robust Fuzzy C-Means
In the last decades, a number of robust fuzzy clustering algorithms have been proposed to partition data sets affected by noise and outliers. Robust fuzzy C-means (robust-FCM) is c...
Mario G. C. A. Cimino, Graziano Frosini, Beatrice ...
JBI
2004
163views Bioinformatics» more  JBI 2004»
15 years 7 months ago
Artificial Chemistries and Metabolic Pathways
Metabolism can be regarded as a network of biochemical reactions, connected via their substrates and products. A metabolic pathway is thus a coordinated series of reactions, and i...
Liliana Félix, Francesc Rosselló, Ga...
PST
2004
15 years 7 months ago
Familiarity and Trust: Measuring Familiarity with a Web Site
Abstract-- This work aims at measuring familiarity to contribute to the formalization of trust. Trust has always been bundled with familiarity to become a popular topic in the area...
Jie Zhang, Ali A. Ghorbani
SDM
2004
SIAM
194views Data Mining» more  SDM 2004»
15 years 7 months ago
Finding Frequent Patterns in a Large Sparse Graph
Graph-based modeling has emerged as a powerful abstraction capable of capturing in a single and unified framework many of the relational, spatial, topological, and other characteri...
Michihiro Kuramochi, George Karypis
UAI
2001
15 years 7 months ago
Expectation Propagation for approximate Bayesian inference
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation," unifies two previous techniques: assumed-de...
Thomas P. Minka
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