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» Proximity fuzzy clustering for web context analysis
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EUSFLAT
2003
145views Fuzzy Logic» more  EUSFLAT 2003»
13 years 5 months ago
Proximity fuzzy clustering for web context analysis
This study extends the web classification approach through a proximity-based fuzzy clustering sensible to the influence of the page. The proximity-based fuzzy clustering works in ...
Vincenzo Loia, Witold Pedrycz, Sabrina Senatore
ERCIMDL
2010
Springer
153views Education» more  ERCIMDL 2010»
13 years 1 months ago
Link Proximity Analysis - Clustering Websites by Examining Link Proximity
This research-in-progress paper presents a new approach called Link Proximity Analysis (LPA) for identifying related web pages based on link analysis. In contrast to current techni...
Bela Gipp, Adriana Taylor, Jöran Beel
CSB
2005
IEEE
118views Bioinformatics» more  CSB 2005»
13 years 10 months ago
Gene Teams with Relaxed Proximity Constraint
Functionally related genes co-evolve, probably due to the strong selection pressure in evolution. Thus we expect that they are present in multiple genomes. Physical proximity amon...
Sun Kim, Jeong-Hyeon Choi, Jiong Yang
FUIN
2011
358views Cryptology» more  FUIN 2011»
12 years 7 months ago
Unsupervised and Supervised Learning Approaches Together for Microarray Analysis
In this article, a novel concept is introduced by using both unsupervised and supervised learning. For unsupervised learning, the problem of fuzzy clustering in microarray data as ...
Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopa...
IJCNN
2008
IEEE
13 years 10 months ago
Comparative study on normalization procedures for cluster analysis of gene expression datasets
—Normalization before clustering is often needed for proximity indices, such as Euclidian distance, which are sensitive to differences in the magnitude or scales of the attribute...
Marcílio Carlos Pereira de Souto, Daniel S....