3. SDM 2003: San Francisco, CA, USA

Daniel Barbará, Chandrika Kamath (Eds.): Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003. SIAM 2003, ISBN 0-89871-545-8 BibTeX

@proceedings{DBLP:conf/sdm/2003,
  editor    = {Daniel Barbar{\'a} and
               Chandrika Kamath},
  title     = {Proceedings of the Third SIAM International Conference on Data
               Mining, San Francisco, CA, USA, May 1-3, 2003},
  booktitle = {SDM},
  publisher = {SIAM},
  year      = {2003},
  isbn      = {0-89871-545-8},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Part I: Full Papers

Michael D. Twa, Srinivasan Parthasarathy, Thomas W. Raasch, Mark Bullimore:
Decision Tree Classification of Spatial Data Patterns from Videokeratography using Zernicke Polynomials.
Electronic Edition (link) BibTeX
Ming Jiang, Tat-Sang Choy, Sameep Mehta, Matt Coatney, Steve Barr, Kaden Hazzard, David Richie, Srinivasan Parthasarathy, Raghu Machiraju, David Thompson, John Wilkins, Boyd Gatlin:
Feature Mining Paradigms for Scientific Data.
Electronic Edition (link) BibTeX
Aleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava:
A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection.
Electronic Edition (link) BibTeX
Matthew Brand:
Fast Online SVD Revisions for Lightweight Recommender Systems.
Electronic Edition (link) BibTeX
Levent Ertöz, Michael Steinbach, Vipin Kumar:
Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data.
Electronic Edition (link) BibTeX
Benjamin C. M. Fung, Ke Wang, Martin Ester:
Hierarchical Document Clustering using Frequent Itemsets.
Electronic Edition (link) BibTeX
Shi Zhong, Joydeep Ghosh:
Scalable, Balanced Model-based Clustering.
Electronic Edition (link) BibTeX
Jonatan Gómez, Dipankar Dasgupta, Olfa Nasraoui:
A New Gravitational Clustering Algorithm.
Electronic Edition (link) BibTeX
Ke Wang, Senqiang Zhou, Ada Wai-Chee Fu, Jeffrey Xu Yu:
Mining Changes of Classification by Correspondence Tracing.
Electronic Edition (link) BibTeX
Dimitris Bertsimas, Adam J. Mersereau, Nitin R. Patel:
Dynamic Classification of Online Customers.
Electronic Edition (link) BibTeX
Ruoming Jin, Gagan Agrawal:
Communication and Memory Efficient Parallel Decision Tree Construction.
Electronic Edition (link) BibTeX
Haixun Wang, Carlo Zaniolo:
ATLaS: A Native Extension of SQL for Data Mining.
Electronic Edition (link) BibTeX
Dmitry Pavlov, Padhraic Smyth:
Approximate Query Answering by Model Averaging.
Electronic Edition (link) BibTeX
Ravi Kothari, Parul A. Mittal, Vivek Jain, Mukesh K. Mohania:
On using Page Cooccurrences for Computing Clickstream Similarity.
Electronic Edition (link) BibTeX
Xifeng Yan, Jiawei Han, Ramin Afshar:
CloSpan: Mining Closed Sequential Patterns in Large Databases.
Electronic Edition (link) BibTeX
Soon Tee Teoh, Kwan-Liu Ma:
StarClass: Interactive Visual Classification using Star Coordinates.
Electronic Edition (link) BibTeX
Dennis DeCoste:
Anytime Query-Tuned Kernel Machines via Cholesky Factorization.
Electronic Edition (link) BibTeX
Douglas R. Hundley, Michael J. Kirby:
Estimation of Topological Dimension.
Electronic Edition (link) BibTeX
Alexander G. Gray, Andrew W. Moore:
Nonparametric Density Estimation: Toward Computational Tractability.
Electronic Edition (link) BibTeX
Ronald K. Pearson:
Generalized Sensitivity Analysis: A Framework for Evaluating Data Analysis Results.
Electronic Edition (link) BibTeX
Jiong Yang, Wei Wang, Philip S. Yu:
STAMP: On Discovery of Statistically Important Pattern Repeats in Long Sequential Data.
Electronic Edition (link) BibTeX

Part II: Poster Presentations

Hiroshi Mamitsuka:
Efficient Unsupervised Mining from Noisy Data Sets: Application to Clustering Co-occurrence Data.
Electronic Edition (link) BibTeX
Huan Li, Hongjun Lu, Lei Yu:
Active Sampling: An Effective Approach to Feature Selection.
Electronic Edition (link) BibTeX
Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon:
PageRank: HITS and a Unified Framework for Link Analysis.
Electronic Edition (link) BibTeX
Patricia B. Cerrito, James Cox:
The Application of Text Mining Software to Examine Coded Information.
Electronic Edition (link) BibTeX
Tassos Argyros, Charis Ermopoulos, Vassiliki Pavlaki, Nidal Al-Said:
Extracting Cyber Communities through Patterns.
Electronic Edition (link) BibTeX
Bi-Ru Dai, Cheng-Ru Lin, Ming-Syan Chen:
On the Techniques for Data Clustering with Numerical Constraints.
Electronic Edition (link) BibTeX
Patricia B. Cerrito, George R. Barnes, Robert W. Forbes:
The Analysis of Asthma and Exposure Data using Geographic Information Systems and Data Mining Information.
Electronic Edition (link) BibTeX
Ronald K. Pearson, Harri Lähdesmäki, Heikki Huttunen, Olli Yli-Harja:
Detecting Periodicity in Nonideal Datasets.
Electronic Edition (link) BibTeX
Slobodan Vucetic, Dragoljub Pokrajac, Hongbo Xie, Zoran Obradovic:
Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models.
Electronic Edition (link) BibTeX
R. Chen, Krishnamoorthy Sivakumar, H. Khargupta:
Learning Bayesian Network Structure from Distributed Data.
Electronic Edition (link) BibTeX
Jaakko Hollmén, Jouni K. Seppänen, Heikki Mannila:
Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data.
Electronic Edition (link) BibTeX
Dennis Lucarelli, Cheryl Resch, I-Jeng Wang, Fernando J. Pineda:
Field-Theoretic Methods for Intractable Probabilistic Models.
Electronic Edition (link) BibTeX
Sergio M. Savaresi, Simone Garatti, Sergio Bittanti, Luca La Brocca:
Data-Mining of a Large Virtual Community: Relationship between Users DB and the Web-Log File.
Electronic Edition (link) BibTeX
Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Cube Lattices: A Framework for Multidimensional Data Mining.
Electronic Edition (link) BibTeX

Part III: Student Papers

Hye-Chung Kum, Jian Pei, Wei Wang, Dean Duncan:
ApproxMAP: Approximate Mining of Consensus Sequential Patterns.
Electronic Edition (link) BibTeX
Hunor Albert-Lorincz, Jean-François Boulicaut:
Mining Frequent Sequential Patterns under Regular Expressions: A Highly Adaptive Strategy for Pushing Contraints.
Electronic Edition (link) BibTeX
Yan Liu, John R. Kender:
Sort-Merge Feature Selection for Video Data.
Electronic Edition (link) BibTeX
Song Lin, Donald E. Brown:
An Outlier-based Data Association Method for Linking Criminal Incidents.
Electronic Edition (link) BibTeX
Xiaoxin Yin, Jiawei Han:
CPAR: Classification based on Predictive Association Rules.
Electronic Edition (link) BibTeX
Wen Niu, Raj Bhatnagar:
Mining Temporal Databases for Subsequence Patterns.
Electronic Edition (link) BibTeX
David Littau, Daniel Boley:
Using Low-Memory Representations to Cluster Very Large Data Sets.
Electronic Edition (link) BibTeX