04868nam 22007935 450 99646616410331620200706030005.03-540-32548-410.1007/11677437(CKB)1000000000232832(SSID)ssj0000317106(PQKBManifestationID)11244120(PQKBTitleCode)TC0000317106(PQKBWorkID)10286446(PQKB)10586064(DE-He213)978-3-540-32548-2(MiAaPQ)EBC3067892(MiAaPQ)EBC3180728(MiAaPQ)EBC571806(Au-PeEL)EBL571806(OCoLC)663096739(PPN)123131723(EXLCZ)99100000000023283220100320d2006 u| 0engurnn#008mamaatxtccrData Mining[electronic resource] Theory, Methodology, Techniques, and Applications /edited by Graham J. Williams, Simeon J. Simoff1st ed. 2006.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2006.1 online resource (XI, 331 p.)Lecture Notes in Artificial Intelligence ;3755Chapters based on the works presented at the Australasian data mining conference series and industry forums.3-540-32547-6 Includes bibliographical references and index.1: State-of-the-Art in Research -- Generality Is Predictive of Prediction Accuracy -- Visualisation and Exploration of Scientific Data Using Graphs -- A Case-Based Data Mining Platform -- Consolidated Trees: An Analysis of Structural Convergence -- K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results -- Efficiently Identifying Exploratory Rules’ Significance -- Mining Value-Based Item Packages – An Integer Programming Approach -- Decision Theoretic Fusion Framework for Actionability Using Data Mining on an Embedded System -- Use of Data Mining in System Development Life Cycle -- Mining MOUCLAS Patterns and Jumping MOUCLAS Patterns to Construct Classifiers -- A Probabilistic Geocoding System Utilising a Parcel Based Address File -- Decision Models for Record Linkage -- Intelligent Document Filter for the Internet -- Informing the Curious Negotiator: Automatic News Extraction from the Internet -- Text Mining for Insurance Claim Cost Prediction -- An Application of Time-Changing Feature Selection -- A Data Mining Approach to Analyze the Effect of Cognitive Style and Subjective Emotion on the Accuracy of Time-Series Forecasting -- A Multi-level Framework for the Analysis of Sequential Data -- 2: State-of-the-Art in Applications -- Hierarchical Hidden Markov Models: An Application to Health Insurance Data -- Identifying Risk Groups Associated with Colorectal Cancer -- Mining Quantitative Association Rules in Protein Sequences -- Mining X-Ray Images of SARS Patients -- The Scamseek Project – Text Mining for Financial Scams on the Internet -- A Data Mining Approach for Branch and ATM Site Evaluation -- The Effectiveness of Positive Data Sharing in Controlling the Growth of Indebtedness in Hong Kong Credit Card Industry.Lecture Notes in Artificial Intelligence ;3755Database managementArtificial intelligenceComputersInformation storage and retrievalPattern recognitionDatabase Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XDatabase management.Artificial intelligence.Computers.Information storage and retrieval.Pattern recognition.Database Management.Artificial Intelligence.Computation by Abstract Devices.Information Storage and Retrieval.Pattern Recognition.005.74Williams Graham Jedthttp://id.loc.gov/vocabulary/relators/edtSimoff Simeon Jedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466164103316Data Mining772581UNISA