Journal ArticleDOI
Supervised chromosome clustering and image classification
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In this paper, the distance and similarities play an important role, where the greater the dissimilarity measure or distance of genes, the more dissimilar are the two chromosomes.About:
This article is published in Future Generation Computer Systems.The article was published on 2011-04-01. It has received 3 citations till now. The article focuses on the topics: Cluster analysis & Contextual image classification.read more
Citations
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Journal ArticleDOI
An optimal and stable feature selection approach for traffic classification based on multi-criterion fusion
Adil Fahad,Adil Fahad,Zahir Tari,Ibrahim Khalil,Abdulmohsen Almalawi,Abdulmohsen Almalawi,Albert Y. Zomaya +6 more
TL;DR: The proposed GOA first combines multiple well-known FS techniques to yield a possible optimal feature subsets across different traffic datasets; then the proposed adaptive threshold, which is based on entropy to extract the stable features.
Designing an accurate and efficient classification approach for network traffic monitoring
TL;DR: In recent years, knowing what information is passing through the networks is rapidly becoming more and more complex due to the ever-growing list of applications shaping today's Internet traffic.
Fuzzy and non-fuzzy approaches for digital image classification
Mohammed Diykh,Yan Li +1 more
TL;DR: The experimental results demonstrate that the non-fuzzy algorithms have higher accuracies in compared to the fuzzy algorithms, especially when dealing with large data sizes and different types of images.
References
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Book ChapterDOI
Probabilistic Aspects in Cluster Analysis
TL;DR: The historical evolution shows a surprising trend from an algorithmic, heuristic and applications oriented point of view to a more basic, theory oriented investigation of the structural, mathematical and statistical properties of clustering methods.
Journal ArticleDOI
Gene Identification: Classical and Computational Intelligence Approaches
TL;DR: A detailed survey on the existing classical and computational intelligence based methods for gene identification is carried out and a long list of available gene finders is compiled.
Journal ArticleDOI
Theoretical performance of genetic pattern classifier
TL;DR: In this paper, the authors investigated the behavior of a genetic-algorithm-based pattern classification methodology for an infinitely large number of training data points n,i n anN-dimensional space RN.
Journal ArticleDOI
Pattern classification with genetic algorithms: incorporation of chromosome differentiation
TL;DR: A new genetic search strategy involving chromosome differentiation into two classes and a restricted form of crossover operation is defined and Superiority of the classifier is established for four sets of different artificial and real-life data.