Advanced Data Mining and Applications: 4th International Conference, ADMA 2008, Chengdu, China, October 8-10, 2008. Proceedings

Front Matter....Pages -
An Introduction to Transfer Learning....Pages 1-1
Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining....Pages 2-2
Improving Angle Based Mappings....Pages 3-14
Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks....Pages 15-26
Boosting over Groups and Its Application to Acronym-Expansion Extraction....Pages 27-38
A Genetic-Based Feature Construction Method for Data Summarisation....Pages 39-50
Suicidal Risk Evaluation Using a Similarity-Based Classifier....Pages 51-61
Gene Selection for Cancer Classification Using DCA....Pages 62-72
FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification....Pages 73-86
Enhancing Text Categorization Using Sentence Semantics....Pages 87-98
Mining Evolving Web Sessions and Clustering Dynamic Web Documents for Similarity-Aware Web Content Management....Pages 99-110
Data Quality in Privacy Preservation for Associative Classification....Pages 111-122
Timeline Analysis of Web News Events....Pages 123-134
Analysis of Alarm Sequences in a Chemical Plant....Pages 135-146
Speed Up SVM Algorithm for Massive Classification Tasks....Pages 147-157
Mining Supplemental Frequent Patterns....Pages 158-169
A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree....Pages 170-181
Dichotomy Method toward Interactive Testing-Based Fault Localization....Pages 182-193
Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining....Pages 194-206
Identification of Interface Residues Involved in Protein-Protein Interactions Using Naïve Bayes Classifier....Pages 207-216
Negative Generator Border for Effective Pattern Maintenance....Pages 217-228
CommTracker: A Core-Based Algorithm of Tracking Community Evolution....Pages 229-240
Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis....Pages 241-249
A Novel Immune Based Approach for Detection of Windows PE Virus....Pages 250-259
Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models....Pages 260-271
Using Data Mining Methods to Predict Personally Identifiable Information in Emails....Pages 272-281
Iterative Reinforcement Cross-Domain Text Classification....Pages 282-293
Extracting Decision Rules from Sigmoid Kernel....Pages 294-304
DMGrid: A Data Mining System Based on Grid Computing....Pages 305-316
S-SimRank: Combining Content and Link Information to Cluster Papers Effectively and Efficiently....Pages 317-329
Open Domain Recommendation: Social Networks and Collaborative Filtering....Pages 330-341
An Effective Approach for Identifying Evolving Three-Dimensional Structural Motifs in Protein Folding Data....Pages 342-354
Texture Image Retrieval Based on Contourlet Transform and Active Perceptual Similarity Learning....Pages 355-366
A Temporal Dominant Relationship Analysis Method....Pages 367-378
Leakage-Aware Energy Efficient Scheduling for Fixed-Priority Tasks with Preemption Thresholds....Pages 379-390
Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters....Pages 391-399
TARtool: A Temporal Dataset Generator for Market Basket Analysis....Pages 400-410
Dimensionality Reduction for Classification....Pages 411-418
Trajectories Mining for Traffic Condition Renewing....Pages 419-426
Mining Bug Classifier and Debug Strategy Association Rules for Web-Based Applications....Pages 427-434
Test the Overall Significance of p-values by Using Joint Tail Probability of Ordered p-values as Test Statistic....Pages 435-443
Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model....Pages 444-451
Text Learning and Hierarchical Feature Selection in Webpage Classification....Pages 452-459
The RSO Algorithm for Reducing Number of Set Operations in Association Rule Mining....Pages 460-468
Predictive Performance of Clustered Feature-Weighting Case-Based Reasoning....Pages 469-476
Selecting the Right Features for Bipartite-Based Text Clustering....Pages 477-484
Image Emotional Classification Based on Color Semantic Description....Pages 485-491
A Semi-supervised Clustering Algorithm Based on Must-Link Set....Pages 492-499
T-rotation: Multiple Publications of Privacy Preserving Data Sequence....Pages 500-507
The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress....Pages 508-515
Outlier Detection Based on Voronoi Diagram....Pages 516-523
AWSum – Data Mining for Insight....Pages 524-531
Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data....Pages 532-539
Rules Extraction Based on Data Summarisation Approach Using DARA....Pages 540-547
A Rough-Apriori Technique in Mining Linguistic Association Rules....Pages 548-555
Mining Causal Knowledge from Diagnostic Knowledge....Pages 556-562
Modified Particle Swarm Optimizer with Adaptive Dynamic Weights for Cancer Combinational Chemotherapy....Pages 563-571
MPSQAR: Mining Quantitative Association Rules Preserving Semantics....Pages 572-580
Using Support Vector Regression for Classification....Pages 581-588
Dynamic Growing Self-organizing Neural Network for Clustering....Pages 589-595
A Design of Reward Function Based on Knowledge in Multi-agent Learning....Pages 596-603
A Learning Method of Detecting Anomalous Pedestrian....Pages 604-611
 Moment+ : Mining Closed Frequent Itemsets over Data Stream....Pages 612-619
CDPM: Finding and Evaluating Community Structure in Social Networks....Pages 620-627
Using Matrix Model to Find Association Rule Core for Diverse Compound Critiques....Pages 628-635
Link-Contexts for Ranking....Pages 636-643
DC-Tree: An Algorithm for Skyline Query on Data Streams....Pages 644-651
Sequential Pattern Mining for Protein Function Prediction....Pages 652-658
Improving Web Search by Categorization, Clustering, and Personalization....Pages 659-666
JSNVA: A Java Straight-Line Drawing Framework for Network Visual Analysis....Pages 667-674
Recognition of Data Records in Semi-structured Web-Pages Using Ontology and χ 2 Statistical Distribution....Pages 675-682
Organizing Structured Deep Web by Clustering Query Interfaces Link Graph....Pages 683-690
CBP: A New Efficient Method for Mining Multilevel and Generalized Frequent Itemsets....Pages 691-698
Supporting Customer Retention through Real-Time Monitoring of Individual Web Usage....Pages 699-708
A Comparative Study of Correlation Measurements for Searching Similar Tags....Pages 709-716
Structure of Query Modification Process: Branchings....Pages 717-724
Mining Top-n Local Outliers in Constrained Spatial Networks....Pages 725-732
Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees....Pages 733-740
Automatic Web Tagging and Person Tagging Using Language Models....Pages 741-748
Real-Time Person Tracking Based on Data Field....Pages 749-756
Back Matter....Pages -