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Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 24 - 27, 2003, Washington, DC, USA (English)

2003
  • ISBN:
    1581137370
  • Conference Proceedings  /  Print

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Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

3
On-Line Science: The World-Wide Telescope as a Prototype for the New Computational Science
Gray, J. / Association for Computing Machinery et al. | 2003
4
Statistical Learning from Relational Data
Koller, D. / Association for Computing Machinery et al. | 2003
5
Analyzing Customer Behavior at Amazon.com
Weigend, A. S. / Association for Computing Machinery et al. | 2003
9
Towards Systematic Design of Distance Functions for Data Mining Applications
Aggarwal, C. / Association for Computing Machinery et al. | 2003
19
Generative Model-Based Clustering of Directional Data
Banerjee, A. / Dhillon, I. / Ghosh, J. / Sra, S. / Association for Computing Machinery et al. | 2003
29
Mining Distance-Based Outliers in Near Linear Time with Randomization and a Simple Pruning Rule
Bay, S. / Schwabacher, M. / Association for Computing Machinery et al. | 2003
39
Adaptive Duplicate Detection Using Learnable String Similarity Measures
Bilenko, M. / Mooney, R. / Association for Computing Machinery et al. | 2003
49
An Iterative Hypothesis-Testing Strategy for Pattern Discovery
Bolton, R. / Adams, N. / Association for Computing Machinery et al. | 2003
59
Efficient Data Reduction with EASE
Bronnimann, H. / Chen, B. / Dash, M. / Haas, P. / Scheuermann, P. / Association for Computing Machinery et al. | 2003
69
Extracting Semantics from Data Cubes Using Cube Transversals and Closures
Casali, A. / Cicchetti, R. / Lakhal, L. / Association for Computing Machinery et al. | 2003
79
Translation-Invariant Mixture Models for Curve Clustering
Chudova, D. / Gaffney, S. / Mjolsness, E. / Smyth, P. / Association for Computing Machinery et al. | 2003
89
Information-Theoretic Co-Clustering
Dhillon, I. / Mallela, S. / Modha, D. / Association for Computing Machinery et al. | 2003
99
SEWeP: Using Site Semantics and a Taxonomy to Enhance the Web Personalization Process
Eirinaki, M. / Vazirgiannis, M. / Varlamis, I. / Association for Computing Machinery et al. | 2003
109
Inverted Matrix: Efficient Discovery of Frequent Items in Large Datasets in the Context of Interactive Mining
El-Hajj, M. / Zaiane, O. / Association for Computing Machinery et al. | 2003
119
To Buy or Not to Buy: Mining Airline Fare Data to Minimize Ticket Purchase Price
Etzioni, O. / Knoblock, C. / Tuchinda, R. / Yates, A. / Association for Computing Machinery et al. | 2003
129
Fragments of Order
Gionis, A. / Kujala, T. / Mannila, H. / Association for Computing Machinery et al. | 2003
137
Maximizing the Spread of Influence through a Social Network
Kempe, D. / Kleinberg, J. / Tardos, E. / Association for Computing Machinery et al. | 2003
147
PROXIMUS: A Framework for Analyzing Very High Dimensional Discrete-Attributed Datasets
Koyuturk, M. / Grama, A. / Association for Computing Machinery et al. | 2003
157
Visualizing Changes in the Structure of Data for Exploratory Feature Selection
Pampalk, E. / Goebl, W. / Widmer, G. / Association for Computing Machinery et al. | 2003
167
Aggregation-Based Feature Invention and Relational Concept Classes
Perlich, C. / Provost, F. / Association for Computing Machinery et al. | 2003
177
Cross-Training: Learning Probabilistic Mappings Between Topics
Sarawagi, S. / Chakrabarti, S. / Godbole, S. / Association for Computing Machinery et al. | 2003
187
Generating English Summaries of Time Series Data Using the Gricean Maxims
Sripada, S. / Reiter, E. / Hunter, J. / Yu, J. / Association for Computing Machinery et al. | 2003
197
Assessment and Pruning of Hierarchical Model Based Clustering
Tantrum, J. / Murua, A. / Stuetzle, W. / Association for Computing Machinery et al. | 2003
206
Privacy-Preserving K-Means Clustering over Vertically Partitioned Data
Vaidya, J. / Clifton, C. / Association for Computing Machinery et al. | 2003
216
Indexing Multi-Dimensional Time-Series with Support for Multiple Distance Measures
Vlachos, M. / Hadjieleftheriou, M. / Gunopulos, D. / Keogh, E. / Association for Computing Machinery et al. | 2003
226
Mining Concept-Drifting Data Streams Using Ensemble Classifiers
Wang, H. / Fan, W. / Yu, P. / Han, J. / Association for Computing Machinery et al. | 2003
236
CLOSET+: Searching for the Best Strategies for Mining Frequent Closed Itemsets
Wang, J. / Han, J. / Pei, J. / Association for Computing Machinery et al. | 2003
246
Mining Unexpected Rules by Pushing User Dynamics
Wang, K. / Jiang, Y. / Lakshmanan, L. / Association for Computing Machinery et al. | 2003
256
On Detecting Differences Between Groups
Webb, G. / Butler, S. / Newlands, D. / Association for Computing Machinery et al. | 2003
266
Algorithms for Estimating Relative Importance in Networks
White, S. / Smyth, P. / Association for Computing Machinery et al. | 2003
276
Screening and Interpreting Multi-item Associations Based on Log-linear Modeling
Wu, X. / Barbara, D. / Ye, Y. / Association for Computing Machinery et al. | 2003
286
CloseGraph: Mining Closed Frequent Graph Patterns
Yan, X. / Han, J. / Association for Computing Machinery et al. | 2003
296
Eliminating Noisy Information in Web Pages for Data Mining
Yi, L. / Liu, B. / Li, X. / Association for Computing Machinery et al. | 2003
306
Classifying Large Data Sets Using SVMs with Hierarchical Clusters
Yu, H. / Yang, J. / Han, J. / Association for Computing Machinery et al. | 2003
316
XRules: An Effective Structural Classifier for XML Data
Zaki, M. / Aggarwal, C. / Association for Computing Machinery et al. | 2003
326
Fast Vertical Mining Using Diffsets
Zaki, M. / Gouda, K. / Association for Computing Machinery et al. | 2003
336
Efficient Elastic Burst Detection in Data Streams
Zhu, Y. / Shasha, D. / Association for Computing Machinery et al. | 2003
349
Golden Path Analyzer: Using Divide-and-Conquer to Cluster Web Clickstreams
Ali, K. / Ketchpel, S. P. / Association for Computing Machinery et al. | 2003
359
Empirical Bayesian Data Mining for Discovering Patterns in Post-Marketing Drug Safety
Fram, D. M. / Almenoff, J. S. / DuMouchel, W. / Association for Computing Machinery et al. | 2003
369
Mining Hepatitis Data with Temporal Abstraction
Ho, T. B. / Nguyen, T. D. / Kawasaki, S. / Le, S. Q. / Nguyen, D. D. / Yokoi, H. / Takabayashi, K. / Association for Computing Machinery et al. | 2003
378
Information Awareness: A Prospective Technical Assessment
Jensen, D. / Rattigan, M. / Blau, H. / Association for Computing Machinery et al. | 2003
388
The Data Mining Approach to Automated Software Testing
Last, M. / Friedman, M. / Kandel, A. / Association for Computing Machinery et al. | 2003
397
Passenger-Based Predictive Modeling of Airline No-show Rates
Lawrence, R. D. / Hong, S. J. / Cherrier, J. / Association for Computing Machinery et al. | 2003
407
Capturing Best Practice for Microarray Gene Expression Data Analysis
Piatetsky-Shapiro, G. / Khabaza, T. / Ramaswamy, S. / Association for Computing Machinery et al. | 2003
416
Clinical and Financial Outcomes Analysis with Existing Hospital Patient Records
Rao, R. B. / Niculescu, R. S. / Germond, C. / Rao, H. / Association for Computing Machinery et al. | 2003
426
Critical Event Prediction for Proactive Management in Large-scale Computer Clusters
Sahoo, R. K. / Oliner, A. J. / Rish, I. / Gupta, M. / Moreira, J. E. / Ma, S. / Association for Computing Machinery et al. | 2003
436
Frequent-Subsequence-Based Prediction of Outer Membrane Proteins
She, R. / Chen, F. / Wang, K. / Ester, M. / Gardy, J. L. / Brinkman, F. S. L. / Association for Computing Machinery et al. | 2003
446
Discovery of Climate Indices Using Clustering
Steinbach, M. / Tan, P.-N. / Kumar, V. / Klooster, S. / Potter, C. / Association for Computing Machinery et al. | 2003
456
Knowledge-Based Data Mining
Weiss, S. M. / Buckley, S. J. / Kapoor, S. / Damgaard, S. / Association for Computing Machinery et al. | 2003
462
The Anatomy of a Multimodal Information Filter
Wu, Y.-L. / Goh, K.-S. / Li, B. / You, H. / Chang, E. Y. / Association for Computing Machinery et al. | 2003
475
Stylistic Mining of Electronic Messages for Multiple Authorship Discrimination: First Results
Argamon, S. / Saric, M. / Stein, S. / Association for Computing Machinery et al. | 2003
481
Mining High Dimensional Data for Classifier Knowledge
Bhatnagar, R. / Kurra, G. / Niu, W. / Association for Computing Machinery et al. | 2003
487
Finding Recent Frequent Itemsets Adaptively over Online Data Streams
Chang, J. H. / Lee, W. S. / Association for Computing Machinery et al. | 2003
493
Probabilistic Discovery of Time Series Motifs
Chiu, B. / Keogh, E. / Lonardi, S. / Association for Computing Machinery et al. | 2003
499
Understanding Captions in Biomedical Publications
Cohen, W. / Wang, R. / Murphy, R. / Association for Computing Machinery et al. | 2003
505
Using Randomized Response Techniques for Privacy-Preserving Data Mining
Du, W. / Zhan, Z. / Association for Computing Machinery et al. | 2003
511
Applications of Sampling and Fractional Factorial Designs to Model-Free Data Squashing
DuMouchel, W. / Agarwal, D. K. / Association for Computing Machinery et al. | 2003
517
Experiments with Random Projections for Machine Learning
Fradkin, D. / Madigan, D. / Association for Computing Machinery et al. | 2003
523
Accurate Decision Trees for Mining High-Speed Data Streams
Gama, J. / Rocha, R. / Medas, P. / Association for Computing Machinery et al. | 2003
529
Correlating Synchronous and Asynchronous Data Streams
Guha, S. / Gunopulos, D. / Koudas, N. / Association for Computing Machinery et al. | 2003
535
A Web Page Prediction Model Based On Click-stream Tree Representation of User Behavior
Gunduz, S. / Ozsu, M. T. / Association for Computing Machinery et al. | 2003
541
Natural Communities in Large Linked Networks
Hopcroft, J. / Khan, O. / Kulis, B. / Selman, B. / Association for Computing Machinery et al. | 2003
547
Navigating Massive Data Sets via Local Clustering
Houle, M. E. / Association for Computing Machinery et al. | 2003
553
Mining Viewpoint Patterns in Image Databases
Hsu, W. / Dai, J. / Li Lee, M. / Association for Computing Machinery et al. | 2003
559
Playing Hide-And-Seek with Correlations
Jermaine, C. / Association for Computing Machinery et al. | 2003
565
Interactive Exploration of Coherent Patterns in Time-series Gene Expression Data
Jiang, D. / Pei, J. / Zhang, A. / Association for Computing Machinery et al. | 2003
571
Efficient Decision Tree Construction on Streaming Data
Jin, R. / Agrawal, G. / Association for Computing Machinery et al. | 2003
577
A Bag-of-Paths Model for Measuring Structural Similarity in Web Documents
Joshi, S. / Agrawal, N. / Krishnapuram, R. / Negi, S. / Association for Computing Machinery et al. | 2003
583
Nantonac Collaborative Filtering: Recommendation Based on Order Responses
Kamishima, T. / Association for Computing Machinery et al. | 2003
589
A Two-Way Visualization Method for Clustered Data
Koren, Y. / Harel, D. / Association for Computing Machinery et al. | 2003
595
Empirical Comparisons of Various Voting Methods in Bagging
Leung, K. / Parker, D. S. / Association for Computing Machinery et al. | 2003
601
Mining Data Records in Web Pages
Liu, B. / Grossman, R. / Zhai, Y. / Association for Computing Machinery et al. | 2003
607
On Computing, Storing and Querying Frequent Patterns
Liu, G. / Lu, H. / Lou, W. / Yu, J. X. / Association for Computing Machinery et al. | 2003
613
Online Novelty Detection on Temporal Sequences
Ma, J. / Perkins, S. / Association for Computing Machinery et al. | 2003
619
Distributed Cooperative Mining for Information Consortia
Morinaga, S. / Yamanishi, K. / Takeuchi, J.-i. / Association for Computing Machinery et al. | 2003
625
Learning Relational Probability Trees
Neville, J. / Jensen, D. / Friedland, L. / Hay, M. / Association for Computing Machinery et al. | 2003
631
Graph-Based Anomaly Detection
Noble, C. / Cook, D. / Association for Computing Machinery et al. | 2003
637
CARPENTER: Finding Closed Patterns in Long Biological Datasets
Pan, F. / Cong, G. / Tung, A. K. H. / Yang, J. / Zaki, M. / Association for Computing Machinery et al. | 2003
643
New Unsupervised Clustering Algorithm for Large Datasets
Peter, W. / Chiochetti, J. / Giandina, C. / Association for Computing Machinery et al. | 2003
649
Improving Spatial Locality Programs via Data Mining
Sequeira, K. / Zaki, M. / Szymanski, B. / Carothers, C. / Association for Computing Machinery et al. | 2003
655
Mining Phenotypes and Informative Genes from Gene Expression Data
Tang, C. / Zhang, A. / Pei, J. / Association for Computing Machinery et al. | 2003
661
Weighted Association Rule Mining Using Weighted Support and Significance Framework
Tao, F. / Murtagh, F. / Farid, M. / Association for Computing Machinery et al. | 2003
667
PaintingClass: Interactive Construction, Visualization and Exploration of Decision Trees
Teoh, S. T. / Ma, K.-L. / Association for Computing Machinery et al. | 2003
673
Time and Sample Efficient Discovery of Markov Blankets and Direct Causal Relations
Tsamardinos, I. / Aliferis, C. F. / Statnikov, A. / Association for Computing Machinery et al. | 2003
679
Distributed Multivariate Regression Based on Influential Observations
Yu, H. / Chang, E.-C. / Association for Computing Machinery et al. | 2003
685
Efficiently Handling Feature Redundancy in High-Dimensional Data
Yu, L. / Liu, H. / Association for Computing Machinery et al. | 2003
693
An Adaptive Nearest Neighbor Search for a Parts Acquisition ePortal
Alonso, R. / Bloom, J. A. / Li, H. / Basu, C. / Association for Computing Machinery et al. | 2003
699
Architecting a Knowledge Discovery Engine for Military Commanders Utilizing Massive Runs of Simulations
Barry, P. / Zhang, J. / McDonald, M. / Association for Computing Machinery et al. | 2003
705
Data Quality through Knowledge Engineering
Dasu, T. / Vesonder, G. T. / Wright, J. R. / Association for Computing Machinery et al. | 2003
711
Similarity Analysis on Government Regulations
Lau, G. T. / Law, K. H. / Wiederhold, G. / Association for Computing Machinery et al. | 2003
717
Experimental Design for Solicitation Campaigns
Mayer, U. F. / Sarkissian, A. / Association for Computing Machinery et al. | 2003
723
Towards NIC-based Intrusion Detection
Otey, M. / Parthasarathy, S. / Ghoting, A. / Li, G. / Narravula, S. / Panda, D. / Association for Computing Machinery et al. | 2003
729
Data-Driven Validation, Completion and Construction of Event Relation Networks
Perng, C.-S. / Thoenen, D. / Ma, S. / Grabarnik, G. / Hellerstein, J. / Association for Computing Machinery et al. | 2003
735
Visualizing Concept Drift
Pratt, K. B. / Tschapek, G. / Association for Computing Machinery et al. | 2003
741
Experimental Study of Discovering Essential Information from Customer Inquiry
Shimazu, K. / Momma, A. / Furukawa, K. / Association for Computing Machinery et al. | 2003
747
Applying Data Mining in Investigating Money Laundering Crimes
Zhang, Z. / Salerno, J. J. / Yu, P. S. / Association for Computing Machinery et al. | 2003

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