Advanced Data Mining and Applications: 6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part I

Front Matter....Pages -
Incremental Learning by Heterogeneous Bagging Ensemble....Pages 1-12
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform....Pages 13-20
A General Multi-relational Classification Approach Using Feature Generation and Selection....Pages 21-33
A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines....Pages 34-42
A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets....Pages 43-54
Change a Sequence into a Fuzzy Number....Pages 55-62
Multiple Kernel Learning Improved by MMD....Pages 63-74
A Refinement Approach to Handling Model Misfit in Semi-supervised Learning....Pages 75-86
Soft Set Approach for Selecting Decision Attribute in Data Clustering....Pages 87-98
Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study....Pages 99-110
Adapt the mRMR Criterion for Unsupervised Feature Selection....Pages 111-121
Evaluating the Distance between Two Uncertain Categorical Objects....Pages 122-133
Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks....Pages 134-141
Spatial Filter Selection with LASSO for EEG Classification....Pages 142-149
Boolean Algebra and Compression Technique for Association Rule Mining....Pages 150-157
Cluster Based Symbolic Representation and Feature Selection for Text Classification....Pages 158-166
SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity....Pages 167-174
Logistic Regression for Transductive Transfer Learning from Multiple Sources....Pages 175-182
Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes....Pages 183-190
Tag Recommendation Based on Bayesian Principle....Pages 191-201
Comparison of Different Methods to Fuse Theos Images....Pages 202-209
Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction....Pages 210-220
Time-Constrained Test Selection for Regression Testing....Pages 221-232
Chinese New Word Detection from Query Logs....Pages 233-243
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization....Pages 244-258
Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation....Pages 259-269
Applying Multi-objective Evolutionary Algorithms to QoS-Aware Web Service Composition....Pages 270-281
Real-Time Hand Detection and Tracking Using LBP Features....Pages 282-289
Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis....Pages 290-301
A New Statistical Approach to DNS Traffic Anomaly Detection....Pages 302-313
Managing Power Conservation in Wireless Networks....Pages 314-325
Using PCA to Predict Customer Churn in Telecommunication Dataset....Pages 326-335
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction....Pages 336-347
Personalized Tag Recommendation Based on User Preference and Content....Pages 348-355
Predicting Defect Priority Based on Neural Networks....Pages 356-367
Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering....Pages 368-375
Hybrid Semantic Analysis System – ATIS Data Evaluation....Pages 376-386
Click Prediction for Product Search on C2C Web Sites....Pages 387-398
Finding Potential Research Collaborators in Four Degrees of Separation....Pages 399-410
Predicting Product Duration for Adaptive Advertisement....Pages 411-418
An Algorithm for Available Bandwidth Estimation of IPv6 Network....Pages 419-426
A Structure-Based XML Storage Method in YAFFS File System....Pages 427-434
A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections....Pages 435-442
NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment....Pages 443-450
Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks....Pages 451-462
Generating Tags for Service Reviews....Pages 463-474
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique....Pages 475-482
Factor Analysis of E-business in Skill-Based Strategic Collaboration....Pages 483-490
Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System....Pages 491-499
Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs....Pages 500-507
Application of Decision-Tree Based on Prediction Model for Project Management....Pages 508-513
Management Policies Analysis for Multi-core Shared Caches....Pages 514-521
Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method....Pages 522-528
The Research on the User Experience of E-Commercial Website Based on User Subdivision....Pages 529-536
An Ontology-Based Framework Model for Trustworthy Software Evolution....Pages 537-544
Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval....Pages 545-552
A Distributed Node Clustering Mechanism in P2P Networks....Pages 553-560
Exploratory Factor Analysis Approach for Understanding Consumer Behavior toward Using Chongqing City Card....Pages 561-567
Back Matter....Pages -