Journal ArticleDOI
Validity index for crisp and fuzzy clusters
TLDR
A cluster validity index and its fuzzification is described, which can provide a measure of goodness of clustering on different partitions of a data set, and results demonstrating the superiority of the PBM-index in appropriately determining the number of clusters are provided.About:
This article is published in Pattern Recognition.The article was published on 2004-03-01. It has received 710 citations till now. The article focuses on the topics: Fuzzy clustering & Correlation clustering.read more
Citations
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Proceedings ArticleDOI
Fault Diagnosis Based on Particle Swarm Optimization by Artificial Immunisation Algorithm
TL;DR: Artificial immunisation algorithm (AIA) is used to optimise the parameters in PSO and shows that the PSO optimised by AIA can give higher recognition accuracy than the normal PSO.
Journal ArticleDOI
Bulanık Kümeleme Analizinde Parametre Seçiminin Etkisi
Ozer Ozdemir,Asli Kaya +1 more
TL;DR: Kumeleme, sert veya bulanik modda gerceklestirilebilir as discussed by the authors analizi verilen bir veri kumesini belirlenmi s ozelliklere gore gruplara parcalama cabasidir.
Journal ArticleDOI
A point symmetry-based clonal selection clustering algorithm and its application in image compression
TL;DR: An immune vaccine operator is introduced to the classical clonal selection algorithm, which can gain a priori knowledge of pending problems so as to accelerate the convergent speed and a point symmetry-based similarity measure is used to evaluate the similarity between two samples.
Journal ArticleDOI
Methods and measures to quantify ICU patient heterogeneity.
TL;DR: In this article, the authors proposed four methods and their corresponding measures to quantify the heterogeneity of intensive patients in the process of determining the DTD, and tested with patients admitted over four years to a tertiary hospital in Spain.
References
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Book
Genetic algorithms in search, optimization, and machine learning
TL;DR: In this article, the authors present the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields, including computer programming and mathematics.
Genetic algorithms in search, optimization and machine learning
TL;DR: This book brings together the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.
Book
Applied Multivariate Statistical Analysis
R. A. Johnson,Dean W. Wichern +1 more
TL;DR: In this article, the authors present an overview of the basic concepts of multivariate analysis, including matrix algebra and random vectors, as well as a strategy for analyzing multivariate models.
Journal ArticleDOI
Applied Multivariate Statistical Analysis.
TL;DR: In this article, the authors present an overview of the basic concepts of multivariate analysis, including matrix algebra and random vectors, as well as a strategy for analyzing multivariate models.