Cover image for Dynamic and advanced data mining for progressing technological development : innovations and systemic approaches
Dynamic and advanced data mining for progressing technological development : innovations and systemic approaches
Title:
Dynamic and advanced data mining for progressing technological development : innovations and systemic approaches
Author:
Shawkat Ali, A. B. M.
ISBN:
9781605669090
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (xvii, 497 p. : ill.) : digital files.
Contents:
Data Mining Techniques for Web Personalization: Algorithms and Applications -- Patterns Relevant to the Temporal Data-Context of an Alarm of Interest -- ODARM : An Outlier Detection-Based Alert Reduction Model -- Concept-Based Mining Model -- Intrusion Detection Using Machine Learning: Past and Present -- A Re-Ranking Method of Search Results Based on Keyword and User Interest -- On the Mining of Cointegrated Econometric Models -- Spreading Activation Methods -- Pattern Discovery from Biological Data -- Introduction to Clustering: Algorithms and Applications -- Financial Data Mining Using Flexible ICA-GARCH Models -- Machine Learning Techniques for Network Intrusion Detection -- Fuzzy Clustering Based Image Segmentation Algorithms -- Bayesian Networks in the Health Domain -- Time Series Analysis and Structural Change Detection -- Application of Machine Learning Techniques for Railway Health Monitoring -- Use of Data Mining Techniques for Process Analysis on Small Databases.
Abstract:
"This book discusses advances in modern data mining research in today's rapidly growing global and technological environment"--Provided by publisher.
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