DMIN 2005: Las Vegas, Nevada, USA

Hamid R. Arabnia, Anthony Scime (Eds.): Proceedings of The 2005 International Conference on Data Mining, DMIN 2005, Las Vegas, Nevada, USA, June 20-23, 2005. CSREA Press 2005, ISBN 1-932415-79-3

Web Mining

Zhongmei Yao, Ben Choi: Automatically Discovering the Number of Clusters in Web Page Datasets. 3-9
Zhixiang Chen: Efficient Mining of Temporal Traversal Patterns From Very Large Web Logs. 10-16
Yongjian Fu, Hironmoy Paul, Namita Shetty: Using N-Grams Prediction Models to Improve Web Navigation for Wireless Users. 17-23
Stefan Böttcher, Lars Werner, Ralph Beckmann: Enhanced Information Retrieval by Using HTML Tags. 24-29
Xiannong Meng, Song Xing, Ty Clark: An Empirical Performance Measurement of Microsoft's Search Engine. 30-36
Martin Rimnac: Web Information Integration Tool: Data Structure Modelling. 37-40
Gilbert W. Laware, Frank F. Kowalkowski: The Business Value of Taxonomies and Ontologies for Web and Knowledge Management Practices. 41-50

Rough Sets & Their Applications in Data Mining

Roman W. Swiniarski, Krzysztof Pancerz, Zbigniew Suraj: Prediction of Model Changes of Concurrent Systems Described by Temporal Information Systems. 51-57
Roman W. Swiniarski, Christina Tague, Gilad Barash: Vector Quantization and Rough Set Method in Modeling of Spatial Geographical Systems. 58-64
Roman W. Swiniarski, Joo Heon Shin: Classification of Mammograms Using 2D Haar Wavelets, Rough Sets and Support Vector Machine. 65-72

Clustering and Cluster Analysis

Ji Zhang, Wei Wang, Sheng Zhang: A Color Indexing Scheme Using Two-level Clustering Processing for Effective and Efficient Image Retrieval. 73-78
Harmeet Kaur, Punam Bedi: Using Fuzzy Clustering to Determine Agent Reputation. 79-88

Association Analysis

Thomas Dennison, Farhan Qazi: Data Mining in Health Care. 89-96
Suad Alramouni, Jae Young Lee: Mining Multiple-Level Association Rules from a Transactional Database Using FP-Tree. 97-103
Naveen Kumar, Vibhu Narang: Mining Positive and Negative Association Rules Based on Closed Itemsets: An approach for generalized rules. 104-118

Algorithms

Jidong Long, Daniel G. Schwartz, Sara Stoecklin: An XML Distance Measure. 119-125
Mingzhen Wei, Andrew H. Sung, Martha E. Cather: A New Domain-Independent Field Matching Algorithm for Large Databases. 126-131
Laila Khreisat: An Adaptive Probabilistic Reasoning Approach to Data Integration. 132-138
Elena Braynova: Preference-Based Frequent Pattern Mining - Two Approaches, Two Models. 139-144
Hongbin Wang: An Efficient K-Means Algorithm in the Data Stream Model. 145-152

Mining Complex Data

Jeremy Heil, Richard Ballew, Tao He, Kim Alving, Vaibhav A. Narayan: A Rule-Based Algorithm for Mining Differentially Expressed Ions from High-Throughput LCMS Data. 153-158
Shuju Bai, Abdus Salam, Ebrahim Khosravi: Metadata Extraction From SVG Images Using A-tree. 159-165
Yinglong Xia, Changshui Zhang, Shifeng Weng, Rongbin Liu: Fault-Tolerant EM Algorithm for GMM in Sensor Networks. 166-172
Junfeng Qu, Hamid R. Arabnia: Mining Structural Changes in Financial Time Series with Gray System. 173-180

Classification and Prediction

Li Xiao, Kai Fu, Javeed Iqbal, Wing C. Chan, Simon Sherman: Identification of genes important in predicting the overall survival in patients with follicular lymphoma. 181-186
Rehab M. Duwairi: A Distance-based Classifier for Arabic Text Categorization. 187-192
Bon Sy, HingHeung Chan: Anomaly Detection: A Signature-based Approach. 193-199
Frank Emmert-Streib, Matthias Dehmer, Jürgen Kilian: Classification of Large Graphs by a Local Tree Decomposition. 200-207
Nicolas Werro, Andreas Meier, Christian Mezger, Günter Schindler: Concept and Implementation of a Fuzzy Classification Query Language. 208-214
Sven F. Crone, Didier Soopramanien: Predicting Customer Online Shopping Adoption - an Evaluation of Data Mining and Market Modelling Approaches. 215-221
Vicenç Soler, Jordi Roig, Marta Prim: Fuzzy Rule Extraction from Very-Imbalanced Datasets. 222-228

Data Mining: Experience, Practice & Applications

Dong Hua, Fang Liu, Dechang Chen: Feature Matrix Models for Information Extraction. 229-235
Mark Smith, Alireza Khotanzad: Consistent Image Segmentation Applied to Visual Data Mining. 236-242

Late Papers

Wojciech Ziarko: On Computing and Evaluation of Probabilistic Rules from Data. 243-248
P. L. Zhou, Christine Mingins: A Memory and Processor Efficient Reduct Solving Algorithm. 249-256
Hanh Pham: A Fine-Grained Mining of Dynamic Texts with Software Agents. 257-263
Lech Polkowski: On granular computing and approximations to classifiers. 264-270
Shen Lu, Chunping Li: Discovering Maximum Sequential Patterns Efficiently. 271-274
Xueyuan Zhou, Chunping Li: Text Classification by Markov Random Walks with Reward. 275-278
Xiaoping Fan, Xiao Liu, Zhifang Liao, Gongde Guo: Research on Diagnostic System of Early Colorectal Carcinoma Based on Data Mining. 279-282
Mohamad Saraee, Joanna Moaiad Aljibouri: Mining XML Data: A Clustering Approach. 283-288
P. L. Zhou, Y. A. Guo: A Heuristic Counting Algorithm to Solve an Attribute Reduct of Tolerance Information Systems. 289-

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