1. ICDM 2001:
San Jose,
California,
USA
Nick Cercone, Tsau Young Lin, Xindong Wu (Eds.):
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November - 2 December 2001, San Jose, California, USA.
IEEE Computer Society 2001, ISBN 0-7695-1119-8 BibTeX
@proceedings{DBLP:conf/icdm/2001,
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Proceedings of the 2001 IEEE International Conference on Data
Mining, 29 November - 2 December 2001, San Jose, California,
USA},
publisher = {IEEE Computer Society},
year = {2001},
isbn = {0-7695-1119-8},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Regular Papers
- Charu C. Aggarwal, Philip S. Yu:
On Effective Conceptual Indexing and Similarity Search in Text Data.
3-10
Electronic Edition (link) BibTeX
- Aijun An, Yuanyuan Wang:
Comparisons of Classification Methods for Screening Potential Compounds.
11-18
Electronic Edition (link) BibTeX
- Michael Anderson:
Knowledge Discovery from Diagrammatically Represented Data.
19-26
Electronic Edition (link) BibTeX
- Suhail Ansari, Ron Kohavi, Llew Mason, Zijian Zheng:
Integrating E-Commerce and Data Mining: Architecture and Challenges.
27-34
Electronic Edition (link) BibTeX
- Wai-Ho Au, Keith C. C. Chan:
Classification with Degree of Membership: A Fuzzy Approach.
35-42
Electronic Edition (link) BibTeX
- José L. Balcázar, Yang Dai, Osamu Watanabe:
Provably Fast Training Algorithms for Support Vector Machines.
43-50
Electronic Edition (link) BibTeX
- Krishna Bharat, Bay-Wei Chang, Monika Rauch Henzinger, Matthias Ruhl:
Who Links to Whom: Mining Linkage between Web Sites.
51-58
Electronic Edition (link) BibTeX
- Catherine Blake, Wanda Pratt:
Better Rules, Few Features: A Semantic Approach to Selecting Features from Text.
59-66
Electronic Edition (link) BibTeX
- Richard J. Bolton, David J. Hand:
Significance Tests for Patterns in Continuous Data.
67-74
Electronic Edition (link) BibTeX
- R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta:
Distributed Web Mining Using Bayesian Networks from Multiple Data Streams.
75-82
Electronic Edition (link) BibTeX
- Jong-Sheng Cherng, Mei-Jung Lo:
A Hypergraph Based Clustering Algorithm for Spatial Data Sets.
83-90
Electronic Edition (link) BibTeX
- David Maxwell Chickering, Christopher Meek, Robert Rounthwaite:
Efficient Determination of Dynamic Split Points in a Decision Tree.
91-98
Electronic Edition (link) BibTeX
- Manoranjan Dash, Kian-Lee Tan, Huan Liu:
Efficient Yet Accurate Clustering.
99-106
Electronic Edition (link) BibTeX
- Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon:
A Min-max Cut Algorithm for Graph Partitioning and Data Clustering.
107-114
Electronic Edition (link) BibTeX
- Tapio Elomaa, Juho Rousu:
Preprocessing Opportunities in Optimal Numerical Range Partitioning.
115-122
Electronic Edition (link) BibTeX
- Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan:
Using Artificial Anomalies to Detect Unknown and Known Network Intrusions.
123-130
Electronic Edition (link) BibTeX
- Tom Fawcett:
Using Rule Sets to Maximize ROC Performance.
131-138
Electronic Edition (link) BibTeX
- Hichem Frigui, Mohamed Ben Hadj Rhouma:
A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters in Large Datasets.
139-146
Electronic Edition (link) BibTeX
- Joao Gama:
Functional Trees for Classification.
147-154
Electronic Edition (link) BibTeX
- Floris Geerts, Bart Goethals, Jan Van den Bussche:
A Tight Upper Bound on the Number of Candidate Patterns.
155-162
Electronic Edition (link) BibTeX
- Karam Gouda, Mohammed Javeed Zaki:
Efficiently Mining Maximal Frequent Itemsets.
163-170
Electronic Edition (link) BibTeX
- Henner Graubitz, Myra Spiliopoulou, Karsten Winkler:
The DIAsDEM Framework for Converting Domain-Specific Texts into XML Documents with Data Mining Techniques.
171-178
Electronic Edition (link) BibTeX
- Valerie Guralnik, George Karypis:
A Scalable Algorithm for Clustering Sequential Data.
179-186
Electronic Edition (link) BibTeX
- Maria Halkidi, Michalis Vazirgiannis:
Clustering Validity Assessment: Finding the Optimal Partitioning of a Data Set.
187-194
Electronic Edition (link) BibTeX
- Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon:
Automatic Topic Identification Using Webpage Clustering.
195-202
Electronic Edition (link) BibTeX
- Johan Himberg, Kalle Korpiaho, Heikki Mannila, Johanna Tikanmäki, Hannu Toivonen:
Time Series Segmentation for Context Recognition in Mobile Devices.
203-210
Electronic Edition (link) BibTeX
- Shoji Hirano, Shusaku Tsumoto:
Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure.
211-217
Electronic Edition (link) BibTeX
- Tzung-Pei Hong, Yeong-Chyi Lee:
Mining Coverage-Based Fuzzy Rules by Evolutional Computation.
218-224
Electronic Edition (link) BibTeX
- Ming-Chuan Hung, Don-Lin Yang:
An Efficient Fuzzy C-Means Clustering Algorithm.
225-232
Electronic Edition (link) BibTeX
- Xiaohua Hu:
Using Rough Sets Theory and Database Operations to Construct a Good Ensemble of Classifiers for Data Mining Applications.
233-240
Electronic Edition (link) BibTeX
- Hisao Ishibuchi, Takashi Yamamoto, Tomoharu Nakashima:
Fuzzy Data Mining: Effect of Fuzzy Discretization.
241-248
Electronic Edition (link) BibTeX
- Chris Jermaine:
The Computational Complexity of High-Dimensional Correlation Search.
249-256
Electronic Edition (link) BibTeX
- Mahesh V. Joshi, Vipin Kumar, Ramesh C. Agarwal:
Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements.
257-264
Electronic Edition (link) BibTeX
- Sung Young Jung, Taek-Soo Kim:
An Agglomerative Hierarchical Clustering Using Partial Maximum Array and Incremental Similarity Computation Method.
265-272
Electronic Edition (link) BibTeX
- Konstantinos Kalpakis, Dhiral Gada, Vasundhara Puttagunta:
Distance Measures for Effective Clustering of ARIMA Time-Series.
273-280
Electronic Edition (link) BibTeX
- Hillol Kargupta, Byung-Hoon Park:
Mining Decision Trees from Data Streams in a Mobile Environment.
281-288
Electronic Edition (link) BibTeX
- Eamonn J. Keogh, Selina Chu, David Hart, Michael J. Pazzani:
An Online Algorithm for Segmenting Time Series.
289-296
Electronic Edition (link) BibTeX
- Thomas Knight, Jon Timmis:
AINE: An Immunological Approach to Data Mining.
297-304
Electronic Edition (link) BibTeX
- Marzena Kryszkiewicz:
Concise Representation of Frequent Patterns Based on Disjunction-Free Generators.
305-312
Electronic Edition (link) BibTeX
- Michihiro Kuramochi, George Karypis:
Frequent Subgraph Discovery.
313-320
Electronic Edition (link) BibTeX
- Henry E. Kyburg Jr.:
Statistical Considerations in Learning from Data.
321-328
Electronic Edition (link) BibTeX
- Zarrin Langari, Frank Wm. Tompa:
Subject Classification in the Oxford English Dictionary.
329-336
Electronic Edition (link) BibTeX
- Chang-Hung Lee, Cheng-Ru Lin, Ming-Syan Chen:
On Mining General Temporal Association Rules in a Publication Database.
337-344
Electronic Edition (link) BibTeX
- Jung-Won Lee, Kiho Lee, Won Kim:
Preparations for Semantics-Based XML Mining.
345-352
Electronic Edition (link) BibTeX
- Beitao Li, Wei-Cheng Lai, Edward Y. Chang, Kwang-Ting Cheng:
Mining Image Features for Efficient Query Processing.
353-360
Electronic Edition (link) BibTeX
- Jiuyong Li, Hong Shen, Rodney W. Topor:
Mining the Smallest Association Rule Set for Predictions.
361-368
Electronic Edition (link) BibTeX
- Wenmin Li, Jiawei Han, Jian Pei:
CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules.
369-376
Electronic Edition (link) BibTeX
- Bing Liu, Yiming Ma, Ronnie Lee:
Analyzing the Interestingness of Association Rules from the Temporal Dimension.
377-384
Electronic Edition (link) BibTeX
- Gary Livingston, John M. Rosenberg, Bruce G. Buchanan:
Closing the Loop: An Agenda- and Justification-Based Framework for Selecting the Next Discovery Task to Perform.
385-392
Electronic Edition (link) BibTeX
- Gary Livingston, John M. Rosenberg, Bruce G. Buchanan:
Closing the Loop: Heuristics for Autonomous Discovery.
393-400
Electronic Edition (link) BibTeX
- Wen-Hsiang Lu, Lee-Feng Chien, Hsi-Jian Lee:
Anchor Text Mining for Translation of Web Queries.
401-408
Electronic Edition (link) BibTeX
- Sheng Ma, Joseph L. Hellerstein:
Mining Mutually Dependent Patterns.
409-416
Electronic Edition (link) BibTeX
- Paul Munteanu, Mohamed Bendou:
The EQ Framework for Learning Equivalence Classes of Bayesian Networks.
417-424
Electronic Edition (link) BibTeX
- Steven Noel, Vijay V. Raghavan, Chee-Hung Henry Chu:
Visualizing Association Mining Results through Hierarchical Clusters.
425-432
Electronic Edition (link) BibTeX
- Carlos Ordonez, Edward Omiecinski, Levien de Braal, Cesar A. Santana, Norberto F. Ezquerra, José A. Taboada, C. David Cooke, Elizabeth Krawczynska, Ernest V. Garcia:
Mining Constrained Association Rules to Predict Heart Disease.
433-440
Electronic Edition (link) BibTeX
- Jian Pei, Jiawei Han, Hongjun Lu, Shojiro Nishio, Shiwei Tang, Dongqing Yang:
H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases.
441-448
Electronic Edition (link) BibTeX
- Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
FARM: A Framework for Exploring Mining Spaces with Multiple Attributes.
449-456
Electronic Edition (link) BibTeX
- Kimmo Raivio, Olli Simula, Jaana Laiho:
Neural Analysis of Mobile Radio Access Network.
457-466
Electronic Edition (link) BibTeX
- Graeme Richards, Victor J. Rayward-Smith:
Discovery of Association Rules in Tabular Data.
465-472
Electronic Edition (link) BibTeX
- Lior Rokach, Oded Maimon:
Theory and Applications of Attribute Decomposition.
473-480
Electronic Edition (link) BibTeX
- Pierre-Yves Rolland:
FlExPat: Flexible Extraction of Sequential Patterns.
481-488
Electronic Edition (link) BibTeX
- Sigal Sahar:
Interestingness PreProcessing.
489-496
Electronic Edition (link) BibTeX
- Ying Sai, Yiyu Yao, Ning Zhong:
Data Analysis and Mining in Ordered Information Tables.
497-504
Electronic Edition (link) BibTeX
- Masakazu Seno, George Karypis:
LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing Support Constraint.
505-512
Electronic Edition (link) BibTeX
- Joaquim Ferreira da Silva, João Mexia, Carlos Agra Coelho, José Gabriel Pereira Lopes:
Document Clustering and Cluster Topic Extraction in Multilingual Corpora.
513-520
Electronic Edition (link) BibTeX
- Aixin Sun, Ee-Peng Lim:
Hierarchical Text Classification and Evaluation.
521-528
Electronic Edition (link) BibTeX
- François Velin, Pascale Kuntz, Henri Briand:
Web Cartography for Online State Promotion: An Algorithm for Clustering Web Resources.
529-535
Electronic Edition (link) BibTeX
- Ching-Yao Wang, Tzung-Pei Hong, Shian-Shyong Tseng:
Maintenance of Sequential Patterns for Record Deletion.
536-541
Electronic Edition (link) BibTeX
- Haixun Wang, Philip S. Yu:
SSDT: A Scalable Subspace-Splitting Classifier for Biased Data.
542-549
Electronic Edition (link) BibTeX
- Wei Wang, Jiong Yang, Philip S. Yu:
Meta-patterns: Revealing Hidden Periodic Patterns.
550-557
Electronic Edition (link) BibTeX
- Virginia Wheway:
Using Boosting to Simplify Classification Models.
558-565
Electronic Edition (link) BibTeX
- Ning Zhong, Y. Y. Yao, Muneaki Ohshima, Setsuo Ohsuga:
Interestingness, Peculiarity, and Multi-Database Mining.
566-576
Electronic Edition (link) BibTeX
Posters
- Fernando Alonso, Juan Pedro Caraça-Valente, Loïc Martínez, César Montes:
Discovering Similar Patterns for Characterising Time Series in a Medical Domain.
577-579
Electronic Edition (link) BibTeX
- Nitesh V. Chawla, Steven Eschrich, Lawrence O. Hall:
Creating Ensembles of Classifiers.
580-581
Electronic Edition (link) BibTeX
- Jie Chen, Haiying Li, Shiwei Tang:
Association Rules Enhanced Classification of Underwater Acoustic Signal.
582-583
Electronic Edition (link) BibTeX
- June-Suh Cho, Nabil R. Adam:
Efficient Splitting Rules Based on the Probabilities of Pre-assigned Intervals.
584-585
Electronic Edition (link) BibTeX
- Honghua Dai, Xiaoshu Hang, Gang Li:
Inexact Field Learning: An Approach to Induce High Quality Rules from Low Quality Data.
586-588
Electronic Edition (link) BibTeX
- Carlotta Domeniconi, Dimitrios Gunopulos:
Incremental Support Vector Machine Construction.
589-592
Electronic Edition (link) BibTeX
- Wolfgang Gaul, Lars Schmidt-Thieme:
Mining Generalized Association Rules for Sequential and Path Data.
593-596
Electronic Edition (link) BibTeX
- Rayid Ghani:
Combining Labeled and Unlabeled Data for Text Classification with a Large Number of Categories.
597-598
Electronic Edition (link) BibTeX
- Daniel Gillblad, Anders Holst:
Dependency Derivation in Industrial Process Data.
599-602
Electronic Edition (link) BibTeX
- Sherri K. Harms, Jitender S. Deogun, Jamil Saquer, Tsegaye Tadesse:
Discovering Representative Episodal Association Rules from Event Sequences Using Frequent Closed Episode Sets and Event Constraints.
603-606
Electronic Edition (link) BibTeX
- Andreas Hotho, Alexander Maedche, Steffen Staab:
Text Clustering Based on Good Aggregations.
607-608
Electronic Edition (link) BibTeX
- Hasan M. Jamil:
Ad Hoc Association Rule Mining as SQL3 Queries.
609-612
Electronic Edition (link) BibTeX
- Viviane Crestana-Jensen, Nandit Soparkar:
Heuristic Optimization for Decentralized Frequent Itemset Counting.
613-614
Electronic Edition (link) BibTeX
- Gang Li, Fu Tong, Honghua Dai:
Evolutionary Structure Learning Algorithm for Bayesian Network and Penalized Mutual Information Metric.
615-616
Electronic Edition (link) BibTeX
- Xu Liang, Yao Liang:
Applications of Data Mining in Hydrology.
617-620
Electronic Edition (link) BibTeX
- Zhiyong Liu, Lei Xu:
RPCL-Based Local PCA Algorithm.
621-622
Electronic Edition (link) BibTeX
- Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George K. Kokkinakis:
Learning Automatic Acquisition of Subcategorization Frames Using Bayesian Inference and Support Vector Machines.
623-625
Electronic Edition (link) BibTeX
- Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen:
Bayesian Data Mining on the Web with B-Course.
626-629
Electronic Edition (link) BibTeX
- Tadashi Nomoto, Yuji Matsumoto:
An Experimental Comparison of Supervised and Unsupervised Approaches to Text Summarization.
630-632
Electronic Edition (link) BibTeX
- Carlos Ordonez, Edward Omiecinski, Norberto F. Ezquerra:
A Fast Algorithm to Cluster High Dimensional Basket Data.
633-636
Electronic Edition (link) BibTeX
- Jürgen Paetz:
Metric Rule Generation with Septic Shock Patient Data.
637-638
Electronic Edition (link) BibTeX
- Viet Phan Luong:
The Representative Basis for Association Rules.
639-640
Electronic Edition (link) BibTeX
- Stefan Rüping:
Incremental Learning with Support Vector Machines.
641-642
Electronic Edition (link) BibTeX
- Guillermo Sánchez-Díaz, José Ruiz-Shulcloper:
A Clustering Method for Very Large Mixed Data Sets.
643-644
Electronic Edition (link) BibTeX
- Tobias Scheffer, Christian Decomain, Stefan Wrobel:
Mining the Web with Active Hidden Markov Models.
645-646
Electronic Edition (link) BibTeX
- Pascal Soucy, Guy W. Mineau:
A Simple KNN Algorithm for Text Categorization.
647-648
Electronic Edition (link) BibTeX
- Sam Steingold, Richard Wherry, Gregory Piatetsky-Shapiro:
Measuring Real-Time Predictive Models.
649-650
Electronic Edition (link) BibTeX
- Fengzhan Tian, Hongwei Zhang, Yuchang Lu, Chunyi Shi:
Incremental Learning of Bayesian Networks with Hidden Variables.
651-652
Electronic Edition (link) BibTeX
- Fan-Chen Tseng, Ching-Chi Hsu, Henry Chen:
Mining Frequent Closed Itemsets with the Frequent Pattern List.
653-654
Electronic Edition (link) BibTeX
- Hui Wang, Ivo Düntsch, David A. Bell, Dayou Liu:
Classification through Maximizing Density.
655-656
Electronic Edition (link) BibTeX
- Lei Wang, Licheng Jiao:
An Immune Neural Network Used for Classification.
657-658
Electronic Edition (link) BibTeX
- Xiong Wang:
alpha-Surface and Its Application to Mining Protein Data.
659-662 BibTeX
- Show-Jane Yen, Yue-Shi Lee:
An Efficient Data Mining Technique for Discovering Interesting Sequential Patterns.
663-664
Electronic Edition (link) BibTeX
- Osmar R. Zaïane, Mohammad El-Hajj, Paul Lu:
Fast Parallel Association Rule Mining without Candidacy Generation.
665-668
Electronic Edition (link) BibTeX
- Bernard Zenko, Ljupco Todorovski, Saso Dzeroski:
A Comparison of Stacking with Meta Decision Trees to Bagging, Boosting, and Stacking with other Methods.
669-670
Electronic Edition (link) BibTeX
- Du Zhang, Quoc Luan Ha, Meiliu Lu:
Mining California Vital Statistics Data.
671-672
Electronic Edition (link) BibTeX
- Qinghua Zou, Wesley W. Chu, David B. Johnson, Henry Chiu:
A Pattern Decomposition (PD) Algorithm for Finding All Frequent Patterns in Large Datasets.
673-674
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:18:55 2009
by Michael Ley (ley@uni-trier.de)