3. ICDM 2003:
Melbourne,
Florida,
USA
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 19-22 December 2003, Melbourne, Florida, USA.
IEEE Computer Society 2003, ISBN 0-7695-1978-4 BibTeX
Research-Track Regular Papers
- Amihood Amir, Reuven Kashi, Nathan S. Netanyahu:
Efficient Multidimensional Quantitative Hypotheses Generation.
3-10
Electronic Edition (link) BibTeX
- Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi:
ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint.
11-18
Electronic Edition (link) BibTeX
- Raymond Chan, Qiang Yang, Yi-Dong Shen:
Mining High Utility Itemsets.
19-26
Electronic Edition (link) BibTeX
- Fabien De Marchi, Jean-Marc Petit:
Zigzag: a new algorithm for mining large inclusion dependencies in database.
27-34
Electronic Edition (link) BibTeX
- Mukund Deshpande, Michihiro Kuramochi, George Karypis:
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds.
35-42
Electronic Edition (link) BibTeX
- Joseph Elble, Cinda Heeren, Leonard Pitt:
Optimized Disjunctive Association Rules via Sampling.
43-50
Electronic Edition (link) BibTeX
- Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma:
Is random model better? On its accuracy and efficiency.
51-58
Electronic Edition (link) BibTeX
- Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov:
Identifying Markov Blankets with Decision Tree Induction.
59-66
Electronic Edition (link) BibTeX
- Robert Gwadera, Mikhail J. Atallah, Wojciech Szpankowski:
Reliable Detection of Episodes in Event Sequences.
67-74
Electronic Edition (link) BibTeX
- Chihli Hung, Stefan Wermter:
A Dynamic Adaptive Self-Organising Hybrid Model for Text Clustering.
75-82
Electronic Edition (link) BibTeX
- Akihiro Inokuchi, Hisashi Kashima:
Mining Significant Pairs of Patterns from Graph Structures with Class Labels.
83-90
Electronic Edition (link) BibTeX
- Huidong Jin, Man Leung Wong, Kwong-Sak Leung:
Scalable Model-based Clustering by Working on Data Summaries.
91-98
Electronic Edition (link) BibTeX
- Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar:
On the Privacy Preserving Properties of Random Data Perturbation Techniques.
99-106
Electronic Edition (link) BibTeX
- Kawamae Noriaki, Takeya Mukaigaito, Hanaki Miyoshi:
Semantic Log Analysis Based on a User Query Behavior Model.
107-114
Electronic Edition (link) BibTeX
- Eamonn J. Keogh, Jessica Lin, Wagner Truppel:
Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research.
115-122
Electronic Edition (link) BibTeX
- Jeremy Z. Kolter, Marcus A. Maloof:
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift.
123-130
Electronic Edition (link) BibTeX
- Jeremy Kubica, Andrew W. Moore:
Probabilistic Noise Identification and Data Cleaning.
131-138
Electronic Edition (link) BibTeX
- Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma:
Localized Prediction of Continuous Target Variables Using Hierarchical Clustering.
139-146
Electronic Edition (link) BibTeX
- Sau Dan Lee, Luc De Raedt:
An Algebra for Inductive Query Evaluation.
147-154
Electronic Edition (link) BibTeX
- Jiuyong Li, Yanchun Zhang:
Direct Interesting Rule Generation.
155-162
Electronic Edition (link) BibTeX
- Qi Li, Jieping Ye, Chandra Kambhamettu:
Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data.
163-170
Electronic Edition (link) BibTeX
- Shou-de Lin, Hans Chalupsky:
Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis.
171-178
Electronic Edition (link) BibTeX
- Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu:
Building Text Classifiers Using Positive and Unlabeled Examples.
179-188
Electronic Edition (link) BibTeX
- Jinze Liu, Wei Wang:
OP-Cluster: Clustering by Tendency in High Dimensional Space.
187-194
Electronic Edition (link) BibTeX
- Levon Lloyd, Steven Skiena:
Parsing Without a Grammar: Making Sense of Unknown File Formats.
195-202
Electronic Edition (link) BibTeX
- Eren Manavoglu, Dmitry Pavlov, C. Lee Giles:
Probabilistic User Behavior Models.
203-210
Electronic Edition (link) BibTeX
- Srujana Merugu, Joydeep Ghosh:
Privacy-preserving Distributed Clustering using Generative Models.
211-218
Electronic Edition (link) BibTeX
- Taneli Mielikäinen:
Change Profiles.
219-226
Electronic Edition (link) BibTeX
- Robert Munro, Sanjay Chawla, Pei Sun:
Complex Spatial Relationships.
227-234
Electronic Edition (link) BibTeX
- Olfa Nasraoui, Cesar Cardona Uribe, Carlos Rojas Coronel, Fabio A. González:
TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model.
235-242
Electronic Edition (link) BibTeX
- Cheong Hee Park, Haesun Park:
Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions.
243-250
Electronic Edition (link) BibTeX
- Dmitry Pavlov:
Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions.
251-258
Electronic Edition (link) BibTeX
- Jian Pei, Xiaoling Zhang, Moonjung Cho, Haixun Wang, Philip S. Yu:
MaPle: A Fast Algorithm for Maximal Pattern-based Clustering.
259-266
Electronic Edition (link) BibTeX
- Kang Peng, Slobodan Vucetic, Bo Han, Hongbo Xie, Zoran Obradovic:
Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining.
267-274
Electronic Edition (link) BibTeX
- Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock:
Statistical Relational Learning for Document Mining.
275-282
Electronic Edition (link) BibTeX
- Saharon Rosset, Einat Neumann:
Integrating Customer Value Considerations into Predictive Modeling.
283-290
Electronic Edition (link) BibTeX
- Assaf Schuster, Ran Wolff, Dan Trock:
A High-Performance Distributed Algorithm for Mining Association Rules.
291-298
Electronic Edition (link) BibTeX
- Xingzhi Sun, Maria E. Orlowska, Xue Li:
Introducing Uncertainty into Pattern Discovery in Temporal Event Sequences.
299-306
Electronic Edition (link) BibTeX
- Zehang Sun, George Bebis, Ronald Miller:
Evolutionary Gabor Filter Optimization with Application to Vehicle Detection.
307-314
Electronic Edition (link) BibTeX
- Einoshin Suzuki, Takeshi Watanabe, Hideto Yokoi, Katsuhiko Takabayashi:
Detecting Interesting Exceptions from Medical Test Data with Visual Summarization.
315-322
Electronic Edition (link) BibTeX
- Fengzhan Tian, Hongwei Zhang, Yuchang Lu:
Learning Bayesian Networks from Incomplete Data Based on EMI Method.
323-330
Electronic Edition (link) BibTeX
- Alexander P. Topchy, Anil K. Jain, William F. Punch:
Combining Multiple Weak Clusterings.
331-338
Electronic Edition (link) BibTeX
- Shusaku Tsumoto, Shoji Hirano:
Visualization of Rule's Similarity using Multidimensional Scaling.
339-346
Electronic Edition (link) BibTeX
- Petre Tzvetkov, Xifeng Yan, Jiawei Han:
TSP: Mining Top-K Closed Sequential Patterns.
347-354
Electronic Edition (link) BibTeX
- Jörg A. Walter, Jörg Ontrup, Daniel Wessling, Helge Ritter:
Interactive Visualization and Navigation in Large Data Collections using the Hyperbolic Space.
355-362
Electronic Edition (link) BibTeX
- Ran Wolff, Assaf Schuster:
Association Rule Mining in Peer-to-Peer Systems.
363-370
Electronic Edition (link) BibTeX
- Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang:
MPIS: Maximal-Profit Item Selection with Cross-Selling Considerations.
371-378
Electronic Edition (link) BibTeX
- Yongqiao Xiao, Jenq-Foung Yao, Zhigang Li, Margaret H. Dunham:
Efficient Data Mining for Maximal Frequent Subtrees.
379-386
Electronic Edition (link) BibTeX
- Hui Xiong, Pang-Ning Tan, Vipin Kumar:
Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution.
387-394
Electronic Edition (link) BibTeX
- Guizhen Yang, Saikat Mukherjee, I. V. Ramakrishnan:
On Precision and Recall of Multi-Attribute Data Extraction from Semistructured Sources.
395-402
Electronic Edition (link) BibTeX
- Qiang Yang, Hong Cheng:
Mining Plans for Customer-Class Transformation.
403-410
Electronic Edition (link) BibTeX
- Yinghui Yang, Balaji Padmanabhan:
Segmenting Customer Transactions Using a Pattern-Based Clustering Approach.
411-418
Electronic Edition (link) BibTeX
- Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park:
A new optimization criterion for generalized discriminant analysis on undersampled problems.
419-426
Electronic Edition (link) BibTeX
- Jeonghee Yi, Tetsuya Nasukawa, Razvan C. Bunescu, Wayne Niblack:
Sentiment Analyzer: Extracting Sentiments about a Given Topic using Natural Language Processing Techniques.
427-434
Electronic Edition (link) BibTeX
- Bianca Zadrozny, John Langford, Naoki Abe:
Cost-Sensitive Learning by Cost-Proportionate Example Weighting.
435-
Electronic Edition (link) BibTeX
- Hua-Jun Zeng, Xuanhui Wang, Zheng Chen, Hongjun Lu, Wei-Ying Ma:
CBC: Clustering Based Text Classification Requiring Minimal Labeled Data.
443-450
Electronic Edition (link) BibTeX
- Bin Zhang:
Regression Clustering.
451-
Electronic Edition (link) BibTeX
Research-Track Short Papers
- Reda Alhajj, Mehmet Kaya:
Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining.
469-472
Electronic Edition (link) BibTeX
- Amihood Amir, Reuven Kashi, Nathan S. Netanyahu, Daniel A. Keim, Markus Wawryniuk:
Analyzing High-Dimensional Data by Subspace Validity.
473-476
Electronic Edition (link) BibTeX
- Aijun An, Shakil M. Khan, Xiangji Huang:
Objective and Subjective Algorithms for Grouping Association Rules.
477-480
Electronic Edition (link) BibTeX
- Tassos Argyros, Charis Ermopoulos:
Efficient Subsequence Matching in Time Series Databases Under Time and Amplitude Transformations.
481-484
Electronic Edition (link) BibTeX
- James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao:
A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns.
485-488
Electronic Edition (link) BibTeX
- Daniel Barbará, Carlotta Domeniconi, Ning Kang:
Mining Relevant Text from Unlabelled Documents.
489-492
Electronic Edition (link) BibTeX
- Julien Blanchard, Fabrice Guillet, Henri Briand:
A User-driven and Quality-oriented Visualization for Mining Association Rules.
493-496
Electronic Edition (link) BibTeX
- Doina Caragea, Dianne Cook, Vasant Honavar:
Towards Simple, Easy-to-Understand, yet Accurate Classifiers.
497-500
Electronic Edition (link) BibTeX
- Keke Chen, Ling Liu:
Validating and Refining Clusters via Visual Rendering.
501-504
Electronic Edition (link) BibTeX
- Ping Chen, Chenyi Hu, Wei Ding, Heloise Lynn, Yves Simon:
Icon-based Visualization of Large High-Dimensional Datasets.
505-508
Electronic Edition (link) BibTeX
- Yun Chi, Yirong Yang, Richard R. Muntz:
Indexing and Mining Free Trees.
509-512
Electronic Edition (link) BibTeX
- Frans Coenen, Paul H. Leng, Shakil Ahmed:
T-Trees, Vertical Partitioning and Distributed Association Rule Mining.
513-516
Electronic Edition (link) BibTeX
- Inderjit S. Dhillon, Yuqiang Guan:
Information Theoretic Clustering of Sparse Co-Occurrence Data.
517-520
Electronic Edition (link) BibTeX
- François Fouss, Marco Saerens, Jean-Michel Renders:
Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains.
521-524
Electronic Edition (link) BibTeX
- Pasi Fränti, Olli Virmajoki, Ville Hautamäki:
Fast PNN-based Clustering Using K-nearest Neighbor Graph.
525-528
Electronic Edition (link) BibTeX
- J. W. Guan, David A. Bell, Dayou Liu:
The Rough Set Approach to Association Rule Mining.
529-532
Electronic Edition (link) BibTeX
- Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich:
Comparing Pure Parallel Ensemble Creation Techniques Against Bagging.
533-536
Electronic Edition (link) BibTeX
- Edwin O. Heierman III, Diane J. Cook:
Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns.
537-540
Electronic Edition (link) BibTeX
- Andreas Hotho, Steffen Staab, Gerd Stumme:
Ontologies Improve Text Document Clustering.
541-544
Electronic Edition (link) BibTeX
- Chun-Nan Hsu, Hao-Hsiang Chung, Han-Shen Huang:
The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation.
545-548
Electronic Edition (link) BibTeX
- Jun Huan, Wei Wang, Jan Prins:
Efficient Mining of Frequent Subgraphs in the Presence of Isomorphism.
549-552
Electronic Edition (link) BibTeX
- Jin Huang, Jingjing Lu, Charles X. Ling:
Comparing Naive Bayes, Decision Trees, and SVM with AUC and Accuracy.
553-556
Electronic Edition (link) BibTeX
- Joarder Kamruzzaman, Ruhul A. Sarker, Iftekhar Ahmad:
SVM Based Models for Predicting Foreign Currency Exchange Rates.
557-560
Electronic Edition (link) BibTeX
- Mehmet Kaya, Reda Alhajj:
Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering.
561-564
Electronic Edition (link) BibTeX
- Daniel A. Keim, Christian Panse, Mike Sips, Stephen C. North:
PixelMaps: A New Visual Data Mining Approach for Analyzing Large Spatial Data Sets.
565-568
Electronic Edition (link) BibTeX
- Mark-A. Krogel, Tobias Scheffer:
Effectiveness of Information Extraction, Multi-Relational, and Semi-Supervised Learning for Predicting Functional Properties of Genes.
569-572
Electronic Edition (link) BibTeX
- Jeremy Kubica, Andrew W. Moore, Jeff G. Schneider:
Tractable Group Detection on Large Link Data Sets.
573-576
Electronic Edition (link) BibTeX
- Longin Jan Latecki, Rajagopal Venugopal, Marc Sobel, Steve Horvat:
Tree-structured Partitioning Based on Splitting Histograms of Distances.
577-580
Electronic Edition (link) BibTeX
- Young-Koo Lee, Won-Young Kim, Y. Dora Cai, Jiawei Han:
CoMine: Efficient Mining of Correlated Patterns.
581-584
Electronic Edition (link) BibTeX
- Jinyan Li, Huiqing Liu:
Ensembles of Cascading Trees.
585-588
Electronic Edition (link) BibTeX
- Tao Li, Shenghuo Zhu, Mitsunori Ogihara:
Using Discriminant Analysis for Multi-class Classification.
589-592
Electronic Edition (link) BibTeX
- Yuefeng Li, Ning Zhong:
Interpretations of Association Rules by Granular Computing.
593-596
Electronic Edition (link) BibTeX
- Chang-Tien Lu, Dechang Chen, Yufeng Kou:
Algorithms for Spatial Outlier Detection.
597-600
Electronic Edition (link) BibTeX
- Matthew V. Mahoney, Philip K. Chan:
Learning Rules for Anomaly Detection of Hostile Network Traffic.
601-604
Electronic Edition (link) BibTeX
- Frédéric Maire:
An Algorithm for the Exact Computation of the Centroid of Higher Dimensional Polyhedra and its Application to Kernel Machines.
605-608
Electronic Edition (link) BibTeX
- Jennifer Neville, David Jensen, Brian Gallagher:
Simple Estimators for Relational Bayesian Classifiers.
609-612
Electronic Edition (link) BibTeX
- Stanley R. M. Oliveira, Osmar R. Zaïane:
Protecting Sensitive Knowledge By Data Sanitization.
613-616
Electronic Edition (link) BibTeX
- Matthew Eric Otey, Chao Wang, Srinivasan Parthasarathy, Adriano Veloso, Wagner Meira Jr.:
Mining Frequent Itemsets in Distributed and Dynamic Databases.
617-620
Electronic Edition (link) BibTeX
- Hanchuan Peng, Chris H. Q. Ding:
Structure Search and Stability Enhancement of Bayesian Networks.
621-624
Electronic Edition (link) BibTeX
- Huseyin Polat, Wenliang Du:
Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques.
625-628
Electronic Edition (link) BibTeX
- Sameer Pradhan, Kadri Hacioglu, Wayne Ward, James H. Martin, Daniel Jurafsky:
Semantic Role Parsing: Adding Semantic Structure to Unstructured Text.
629-632
Electronic Edition (link) BibTeX
- Kanagasabai Rajaraman, Ah-Hwee Tan:
Mining Semantic Networks for Knowledge Discovery.
633-636
Electronic Edition (link) BibTeX
- Michèle Sebag, Jérôme Azé, Noël Lucas:
Impact Studies and Sensitivity Analysis in Medical Data Mining with ROC-based Genetic Learning.
637-640
Electronic Edition (link) BibTeX
- Tomoyuki Shibata, Takekazu Kato, Toshikazu Wada:
K-D Decision Tree: An Accelerated and Memory Efficient Nearest Neighbor Classifier.
641-644
Electronic Edition (link) BibTeX
- Raz Tamir, Reinhard Rapp:
Mining the Web to Discover the Meanings of an Ambiguous Word.
645-648
Electronic Edition (link) BibTeX
- Horia-Nicolai L. Teodorescu, Lucian Iulian Fira:
A Hybrid Data-Mining Approach in Genomics and Text Structures.
649-652
Electronic Edition (link) BibTeX
- Kai Ming Ting, Regina Jing Ying Quek:
Model Stability: A key factor in determining whether an algorithm produces an optimal model from a matching distribution.
653-656
Electronic Edition (link) BibTeX
- Jyh-Jong Tsay, Hsuan-Yu Chen, Chi-Feng Chang, Ching-Han Lin:
Enhancing Techniques for Efficient Topic Hierarchy Integration.
657-660
Electronic Edition (link) BibTeX
- Shusaku Tsumoto, Shoji Hirano:
Pattern Discovery based on Rule Induction and Taxonomy Generation.
661-664
Electronic Edition (link) BibTeX
- Sriharsha Veeramachaneni, Paolo Avesani:
Active Sampling for Feature Selection.
665-668
Electronic Edition (link) BibTeX
- Juan D. Velásquez, Hiroshi Yasuda, Terumasa Aoki:
Combining the web content and usage mining to understand the visitor behavior in a web site.
669-672
Electronic Edition (link) BibTeX
- Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick:
Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers.
673-676
Electronic Edition (link) BibTeX
- Lemuel R. Waitman, Douglas H. Fisher, Paul H. King:
Bootstrapping Rule Induction.
677-680
Electronic Edition (link) BibTeX
- Arkadiusz Wojna:
Center-Based Indexing for Nearest Neighbors Search.
681-684
Electronic Edition (link) BibTeX
- Qiang Yang, Jie Yin, Charles X. Ling, Tielin Chen:
Postprocessing Decision Trees to Extract Actionable Knowledge.
685-688
Electronic Edition (link) BibTeX
- Man Lung Yiu, Nikos Mamoulis:
Frequent-Pattern based Iterative Projected Clustering.
689-692
Electronic Edition (link) BibTeX
- Hwanjo Yu:
General MC: Estimating Boundary of Positive Class from Small Positive Data.
693-696
Electronic Edition (link) BibTeX
- Ching-Huang Yun, Kun-Ta Chuang, Ming-Syan Chen:
Clustering Item Data Sets with Association-Taxonomy Similarity.
697-700
Electronic Edition (link) BibTeX
- Peng Zhang, Jing Peng, Carlotta Domeniconi:
Dimensionality Reduction Using Kernel Pooled Local Discriminant Information.
701-704
Electronic Edition (link) BibTeX
- Zhaohui Zheng, Rohini K. Srihari, Sargur N. Srihari:
A Feature Selection Framework for Text Filtering.
705-708
Electronic Edition (link) BibTeX
- Hongwei Zhu, Otman A. Basir:
A K-NN Associated Fuzzy Evidential Reasoning Classifier with Adaptive Neighbor Selection.
709-
Electronic Edition (link) BibTeX
Industry-Track Papers
- Frank Dellmann, Holger Wulff, Stefan Schmitz:
Findings from a Practical Project Concerning Web Usage Mining.
715-718
Electronic Edition (link) BibTeX
- Qinghua Guo, Maggi Kelly, Catherine Graham:
Predicting distribution of a new forest disease using one-class SVMs.
719-722
Electronic Edition (link) BibTeX
- Rajat Gupta, B. V. L. Narayana, P. Krishna Reddy, G. V. Ranga Rao, C. L. L. Gowda, Y. V. R. Reddy, Garimella Rama Murthy:
Understanding Helicoverpa armigera Pest Population Dynamics related to Chickpea Crop Using Neural Networks.
723-726
Electronic Edition (link) BibTeX
- Jutta Kreyß, Steve Selvaggio, Michael White, Zach Zakharian:
Text Mining for a Clear Picture of Defect Reports: A Praxis Report.
727-730
Electronic Edition (link) BibTeX
- Mingkun Li, Shuo Feng, Ishwar K. Sethi, Jason Luciow, Keith Wagner:
Mining Production Data with Neural Network & CART.
731-734
Electronic Edition (link) BibTeX
- Byung-Hoon Park, George Ostrouchov, Gong-Xin Yu, Al Geist, Andrey Gorin, Nagiza F. Samatova:
Inference of Protein-Protein Interactions by Unlikely Profile Pair.
735-738
Electronic Edition (link) BibTeX
- Tu Minh Phuong, Doheon Lee, Kwang Hyung Lee:
Regulatory Element Discovery Using Tree-structured Models.
739-742
Electronic Edition (link) BibTeX
- Choh-Man Teng:
Applying Noise Handling Techniques to Genomic Data: A Case Study.
743-746
Electronic Edition (link) BibTeX
- Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller:
Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization.
747-
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:18:55 2009
by Michael Ley (ley@uni-trier.de)
