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IADIS
2003
13 years 10 months ago
Hypertext Classification: A Multiagent Model for Adaptive Learning Algorithm
The problem of hypertext classification deals with objects possessing more complex information structure than the plain text has. Present hypertext classification systems show the...
Stanislav Baglei
ICONIP
2008
13 years 10 months ago
A Notable Swarm Approach to Evolve Neural Network for Classification in Data Mining
This paper presents a novel and notable swarm approach to evolve an optimal set of weights and architecture of a neural network for classification in data mining. In a distributed ...
Satchidananda Dehuri, Bijan Bihari Misra, Sung-Bae...
CLASSIFICATION
2008
54views more  CLASSIFICATION 2008»
13 years 9 months ago
On the Indeterminacy of Resemblance Measures for Binary (Presence/Absence) Data
: Many similarity coefficients for binary data are defined as fractions. For certain resemblance measures the denominator may become zero. If the denominator is zero the value of t...
Matthijs J. Warrens
CLASSIFICATION
2008
71views more  CLASSIFICATION 2008»
13 years 9 months ago
Bounds of Resemblance Measures for Binary (Presence/Absence) Variables
Abstract: Bounds of association coefficients for binary variables are derived using the arithmetic-geometric-harmonic mean inequality. More precisely, it is shown which presence/ab...
Matthijs J. Warrens
CLASSIFICATION
2008
111views more  CLASSIFICATION 2008»
13 years 9 months ago
Probabilistic D-Clustering
: We present a new iterative method for probabilistic clustering of data. Given clusters, their centers and the distances of data points from these centers, the probability of clus...
Adi Ben-Israel, Cem Iyigun