1. ADMA 2005:
Wuhan, China Xue Li , Shuliang Wang , Zhao Yang Dong (Eds.):
Advanced Data Mining and Applications, First International Conference, ADMA 2005, Wuhan, China, July 22-24, 2005, Proceedings.
Lecture Notes in Computer Science 3584 Springer 2005, ISBN 3-540-27894-X Keynote Papers
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Invited Papers
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Association Rules
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conf/adma/TechapichetvanichD05 export record as
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Classification
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conf/adma/Ramos-JimenezCB05 export record as
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Hyontai Sug :
A Comprehensively Sized Decision Tree Generation Method for Interactive Data Mining of Very Large Databases.
141-148
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Clustering
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Chengying Mao ,
Yansheng Lu :
Extracting the Representative Failure Executions via Clustering Analysis Based on Markov Profile Model.
217-224
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Weimin Ma ,
Guoqing Chen :
Improvement on the Approximation Bound for Fuzzy-Neural Networks Clustering Method with Gaussian Membership Function.
225-231
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Can Yang ,
Jun Meng :
Optimal Fuzzy Modeling Based on Minimum Cluster Volume.
232-239
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Novel Algorithms
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conf/adma/WojciechowskiZ05 export record as
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Text Mining
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conf/adma/DegemmisLFMBS05
Multimedia Mining
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Xiangyu Yu ,
Hong Sun :
Automatic Image Registration via Clustering and Convex Hull Vertices Matching.
439-445
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Sequential Data Mining and Time Series Mining
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Guiling Zhang ,
Jizhou Sun :
Applying Fuzzy Neural Network to Intrusion Detection Based on Sequences of System Calls.
483-490
Web Mining
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Wenbin Hu ,
Bo Meng :
Design and Implementation of Web Mining System Based on Multi-agent.
491-498
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Rob Law :
Fuzzy Evaluation of Hotel Websites.
507-514
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Biomedical Mining
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Tao Li ,
Chuanbo Chen :
PromPredictor: A Hybrid Machine Learning System for Recognition and Location of Transcription Start Sites in Human Genome.
552-563
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Yonghong Peng :
Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification.
564-574
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conf/adma/RakotomalalaME05 export record as
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Yan-fu Li ,
Juan Liu :
Predicting Subcellular Localization of Proteins Using Support Vector Machine with N-Terminal Amino Composition.
618-625
Advanced Applications
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Yongjun Zhang :
Automatic Inspection of Industrial Sheetmetal Parts with Single Non-metric CCD Camera.
654-661
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Huazhu Song ,
Luo Zhong ,
Bo Han :
Structural Damage Detection by Integrating Independent Component Analysis and Support Vector Machine.
670-677
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Xin Xu ,
Xuening Wang :
An Adaptive Network Intrusion Detection Method Based on PCA and Support Vector Machines.
696-703
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Qiping Hu :
A Flexible Report Architecture Based on Association Rules Mining.
736-743
Security and Privacy Issues
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Spatial Data Mining
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Xun Liang :
Mathematical Analysis of Classifying Convex Clusters Based on Support Functionals.
761-768
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Peng-gen Cheng :
A Uniform Framework of 3D Spatial Data Model and Data Mining from the Model.
785-791
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Streaming Data Mining
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