Proceedings of the Third SIAM International Conference on Data Mining

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Daniel Barbara, Chandrika Kamath
SIAM, 2003 M01 1 - 347 pages
The third SIAM International Conference on Data Mining provided an open forum for the presentation, discussion and development of innovative algorithms, software and theories for data mining applications and data intensive computation. This volume includes 21 research papers.

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Contents

Decision Tree Classification of Spatial Data Patterns from Videokeratography Using
3
Feature Mining Paradigms for Scientific Data
13
A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection
25
Fast Online SVD Revisions for Lightweight Recommender Systems
37
Finding Clusters of Different Sizes Shapes and Densities in Noisy High Dimensional Data
47
Hierarchical Document Clustering Using Frequent lternsets
59
Scalable Balanced ModelBased Clustering
71
A New Gravitational Clustering Algorithm
83
interactive Visual Classification Using Star Coordinates
178
Anytime QueryTuned Kernel Machines via Cholesky Factorization
186
Estimation of Topological Dimension
194
Toward Computational Tractabiilty
203
On Discovery of Statistically important Pattern Repeats in Long Sequential Data
224
Application to Clustering
239
The Application of Text Mining Software to Examine Coded Information
254
The Analysis of Asthma and Exposure Data Using Geographic information Systems
269

Mining Changes of Classification by Correspondence Tracing
95
Dynamic Classification of Online Customers
107
Communication and Memory Efficient Parallel Decision Tree Construction
119
A Native Extension of SQL for Data Mining
130
Contents
137
Approximate Query Answering by Model Averaging
142
On Using Page Cooccurrences for Computing Clickstream Similarity
154
Mining Closed Sequential Patterns in Large Datasets
166
Learning Bayesian Network Structure from Distributed Data
284
Relationship between Users DB and the Web
299
A Highly Adaptive
316
An OutlierBased Data Association Method for Linking Criminal Incidents
326
Mining Temporal Databases for Subsequence Patterns
336
Author Index
347
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