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高级数据挖掘及应用Advanced Data Mining and Applications

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高级数据挖掘及应用Advanced Data Mining and Applications

最 低 价:¥889.90

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作 者:Xue Li,Osmar R. Zaiane,Zhanhuai Li 著

出 版 社:Oversea Publishing House

出版时间:2006-9-1

I S B N:9783540370253

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内容简介

This book constitutes the refereed proceedings of the Second International Conference on Advanced Data Mining and Applications, ADMA 2006, held in Xi'an, China in August 2006.
The 41 revised full papers and 74 revised short papers presented together with 4 invited papers were carefully reviewed and selected from 515 submissions. The papers are organized in topical sections on association rules, classification, clustering, novel algorithms, text mining, multimedia mining, sequential data mining and time series mining, web mining, biomedical mining, advanced applications, security and privacy issues, spatial data mining, and streaming data mining.

作者简介

目录

Invited Papers
Warehousing and Mining Massive RFID Data Sets
Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents
Finding Time Series Discords Based on Haar Transform
Learning with Local Drift Detection
Association Rules
A Fast Algorithm for Maintenance of Association Rules in Incremental Databases
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules
Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance
SA-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases
Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test
Efficiently Mining Maximal Frequent Mutually Associated Patterns
Efficiently Mining Mutually and Positively Correlated Patterns
Classification
ComEnVprs: A Novel Approach for Inducing Decision Tree Classifiers
Towards a Rough Classification of Business Travelers
Feature Extraction Based on Optimal Discrimination Plane in ECC Signal Classification
Music Style Classification with a Novel Bayesian Model
Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering
An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining
Robust Collective Classification with Contextual Dependency Network Models
User-Centered Image Semantics Classification
A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications
……
Clustering
Novel Algorithms
Text Mining
Multimedia Mining
Sequential Data Mining and Time Series Mining
Web Mining
Biomedical Mining
Advanced Applications
Security and Privacy Issues
Spatial Data Mining
Streaming Data Mining
Author Index

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