✦ LIBER ✦

[Studies in Computational Intelligence] Classification and Clustering for Knowledge Discovery Volume 4 || Soft Computing Models for Network Intrusion Detection Systems

✍ Scribed by K. Halgamuge, Saman; Wang, Lipo

Book ID: 121457577
Publisher: Springer Berlin Heidelberg
Year: 2005
Tongue: German
Weight: 604 KB
Category: Article
ISBN: 3540324046
DOI: 10.1007/11011620_13

No coin nor oath required. For personal study only.

✦ Synopsis

Knowledge Discovery Today Is A Significant Study And Research Area. In Finding Answers To Many Research Questions In This Area, The Ultimate Hope Is That Knowledge Can Be Extracted From Various Forms Of Data Around Us. This Book Covers Recent Advances In Unsupervised And Supervised Data Analysis Methods In Computational Intelligence For Knowledge Discovery. In Its First Part The Book Provides A Collection Of Recent Research On Distributed Clustering, Self Organizing Maps And Their Recent Extensions. If Labeled Data Or Data With Known Associations Are Available, We May Be Able To Use Supervised Data Analysis Methods, Such As Classifying Neural Networks, Fuzzy Rule-based Classifiers, And Decision Trees. Therefore This Book Presents A Collection Of Important Methods Of Supervised Data Analysis. Classification And Clustering For Knowledge Discovery Also Includes Variety Of Applications Of Knowledge Discovery In Health, Safety, Commerce, Mechatronics, Sensor Networks, And Telecommunications.

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