Research Catalog

Title

Proceedings of the third SIAM International Conference on Data Mining / edited by Daniel Barbará, Chandrika Kamath.

Author

SIAM International Conference on Data Mining (3rd : 2003 : San Francisco, Calif.)

Publication

Philadelphia : Society for Industrial and Applied Mathematics, [2003], ©2003.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Barbara, Daniel.
• Kamath, Chandrika.

Description

xiii, 347 pages : illustrations; 28 cm

Alternative Title

Third SIAM International Conference on Data Mining

Subject

• Data mining > Congresses

Note

• "PR112."

Bibliography (note)

• Includes bibliographical references and author index.

Contents

Decision Tree Classification of Spatial Data Patterns from Videokeratography Using Zernicke Polynomials / M. D. Twa, S. Parthasarathy, T. M. Raasch and M. A. Bullimore -- Feature Mining Paradigms for Scientific Data / Ming Jiang, Tat-Sang Choy, Sameep Mehta, Matt Coatney, Steve Barr, Kaden Hazzard, David Richie, Srinivasan Parthasarathy, Raghu Machiraju, David Thompson, John Wilkins and Boyd Gatlin -- A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection / Aleksandar Lazarevic, Levent Ertoz, Vipin Kumar, Aysei Ozgur and Jaideep Srivastava -- Fast Online SVD Revisions for Lightweight Recommender Systems / Matthew Brand -- Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data / Levent Ertoz, Michael Steinbach and Vipin Kumar -- Hierarchical Document Clustering Using Frequent Itemsets / Benjamin C. M. Fung, Ke Wang and Martin Ester -- Scalable, Balanced Model-Based Clustering / Shi Zhong and Joydeep Ghosh -- A New Gravitational Clustering Algorithm / Jonatan Gomez, Dipankar Dasgupta and Olfa Nasraoul -- Mining Changes of Classification by Correspondence Tracing / Ke Wang, Senqiang Zhou, Chee Ada Fu and Jeffrey Xu Yu -- Dynamic Classification on Online Customers / Dimitris J. Bertsimas, Adam J. Mersereau and Nitin R. Patel -- Communication and Memory Efficient Parallel Decision Tree Construction / Ruoming Jin and Gagan Agrawal -- ATLaS: A Native Extension of SQL for Data Mining / Haixun Wang and Carlo Zaniolo -- Approximate Query Answering by Model Averaging / Dmitry Pavlov and Padhraic Smyth -- On Using Page Cooccurrences for Computing Clickstream Similarity / Ravi Kothari, Parul Mittal, Vivek Jain and Mukesh Mohania -- CloSpan: Mining Closed Sequential Patterns in Large Datasets / Xifeng Yan, Jiawei Han and Ramin Afshar -- StarClass: Interactive Visual Classification Using Star Coordinates / Soon Tee Teoh and Kwan-Liu Ma -- Anytime Query-Tuned Kernel Machines via Cholesky Factorization / Dennis DeCoste -- Estimation of Topological Dimension / D. R. Hundley and M. J. Kirby -- Nonparametric Density Estimation: Toward Computational Tractability / Alexander G. Gray and Andrew W. Moore -- Generalized Sensitivity Analysis: A Framework for Evaluating Data Analysis Results / Ronald K. Pearson -- STAMP: On Discovery of Statistically Important Pattern Repeats in Long Sequential Data / Jiong Yang, Wei Wang and Philip S. Yu -- Efficient Unsupervised Mining from Noisy Data Sets: Application to Clustering Co-occurrence Data / Hiroshi Mamitsuka -- Active Sampling: An Effective Approach to Feature Selection / Huan Liu, Honglun Lu and Lei Yu -- PageRank, HITS and a Unified Framework for Link Analysis / Chris Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha and Horst Simon -- The Application of Text Mining Software to Examine Coded Information / Patricia B. Cerrito, Antonio Badia and James Cox -- Extracting Cyber Communities through Patterns / Tassos Argyros, Charis Ermopoulos, Vassiliki Pavlaki and Nidal Al-Said -- On the Techniques for Data Clustering with Numerical Constraints / Bi-Ru Dai, Cheng-Ru Lin and Ming-Syan Chen -- The Analysis of Asthma and Exposure Data Using Geographic Information Systems and Data Mining Information / Patricia B. Cerrito, George R. Barnes and Robert W. Forbes -- Detecting Periodicity in Nonideal Datasets / R. K. Pearson, H. Landesmaki, H. Huttunen and O. Yli-Harja -- Detection of Underrepresented Biological Sequences Using Class-Conditional Distribution Models / Slobodan Vucetic, Dragoljub Pokrajac, Hongbo Xie and Zoran Obradovic -- Learning Bayesian Network Structure from Distributed Data / R. Chen, K. Sivakumar and H. Kargupta -- Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data / Jaakko Hollmen, Jouni K. Seppanen and Helkki Mannila -- Field-Theoretic Methods for Intractable Probabilistic Models / Dennis Lucarelli, Cheryl Resch, I.-Jeng Wang and Fernando J. Pineda -- Data-Mining of a Large Virtual Community: Relationship between Users DB and the Web-Log File / S. M. Savaresi, Simone Garatti, Sergio Bittanti and Luca La Brocca -- Cube Lattices: A Framework for Multidimensional Data Mining / Alain Casali, Rosine Cicchetti and Lotfi Lakhal -- ApproxMAP: Approximate Mining of Consensus Sequential Patterns / Hye-Chung (Monica) Kum, Jian Pei, Wei Wang and Dean Duncan -- Mining Frequent Sequential Patterns under Regular Expressions: A Highly Adaptive Strategy for Pushing Constraints / Hunor Albert-Lorincz and Jean-Francois Boulicaut -- Sort-Merge Feature Selection for Video Data / Yan Liu and John R. Kender -- An Outlier-Based Data Association Method for Linking Criminal Incidents / Song Lin and Donald E. Brown -- CPAR: Classification Based on Predictive Association Rules / Xiaoxin Yin and Jiawei Han -- Mining Temporal Databases for Subsequence Patterns / Wen Niu and Raj Bhatnagar -- Using Low-Memory Representations to Cluster Very Large Data Sets / David Littau and Daniel Boley.

ISBN

0898715458

LCCN

2003103635

OCLC

• ocm53120163
• SCSB-5163188

Owning Institutions

Columbia University Libraries