| Keynotes | |
| An Introduction to Transfer Learning | p. 1 |
| Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining | p. 2 |
| Regular Papers | |
| Improving Angle Based Mappings | p. 3 |
| Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks | p. 15 |
| Boosting over Groups and Its Application to Acronym-Expansion Extraction | p. 27 |
| A Genetic-Based Feature Construction Method for Data Summarisation | p. 39 |
| Suicidal Risk Evaluation Using a Similarity-Based Classifier | p. 51 |
| Gene Selection for Cancer Classification Using DCA | p. 62 |
| FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification | p. 73 |
| Enhancing Text Categorization Using Sentence Semantics | p. 87 |
| Mining Evolving Web Sessions and Clustering Dynamic Web Documents for Similarity-Aware Web Content Management | p. 99 |
| Data Quality in Privacy Preservation for Associative Classification | p. 111 |
| Timeline Analysis of Web News Events | p. 123 |
| Analysis of Alarm Sequences in a Chemical Plant | p. 135 |
| Speed Up SVM Algorithm for Massive Classification Tasks | p. 147 |
| Mining Supplemental Frequent Patterns | p. 158 |
| A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree | p. 170 |
| Dichotomy Method toward Interactive Testing-Based Fault Localization | p. 182 |
| Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining | p. 194 |
| Identification of Interface Residues Involved in Protein-Protein Interactions Using Naive Bayes Classifier | p. 207 |
| Negative Generator Border for Effective Pattern Maintenance | p. 217 |
| CommTracker: A Core-Based Algorithm of Tracking Community Evolution | p. 229 |
| Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis | p. 241 |
| A Novel Immune Based Approach for Detection of Windows PE Virus | p. 250 |
| Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models | p. 260 |
| Using Data Mining Methods to Predict Personally Identifiable Information in Emails | p. 272 |
| Iterative Reinforcement Cross-Domain Text Classification | p. 282 |
| Extracting Decision Rules from Sigmoid Kernel | p. 294 |
| DMGrid: A Data Mining System Based on Grid Computing | p. 305 |
| S-SimRank: Combining Content and Link Information to Cluster Papers Effectively and Efficiently | p. 317 |
| Open Domain Recommendation: Social Networks and Collaborative Filtering | p. 330 |
| An Effective Approach for Identifying Evolving Three-Dimensional Structural Motifs in Protein Folding Data | p. 342 |
| Texture Image Retrieval Based on Contourlet Transform and active Perceptual Similarity Learning | p. 355 |
| A Temporal Dominant Relationship Analysis Method | p. 367 |
| Leakage-Aware Energy Efficient Scheduling for Fixed-Priority Tasks with Preemption Thresholds | p. 379 |
| Short Papers | |
| Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters | p. 391 |
| TARtool: A Temporal Dataset Generator for Market Basket Analysis | p. 400 |
| Dimensionality Reduction for Classification: Comparison of Techniques and Dimension Choice | p. 411 |
| Trajectories Mining for Traffic Condition Renewing | p. 419 |
| Mining Bug Classifier and Debug Strategy Association Rules for Web-Based Applications | p. 427 |
| Test the Overall Significance of p-Values by Using Joint Tail Probability of Ordered p-Values as Test Statistic | p. 435 |
| Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model | p. 444 |
| Text Learning and Hierarchical Feature Selection in Webpage Classification | p. 452 |
| The RSO Algorithm for Reducing Number of Set Operations in Association Rule Mining | p. 460 |
| Predictive Performance of Clustered Feature-Weighting Case-Based Reasoning | p. 469 |
| Selecting the Right Features for Bipartite-Based Text Clustering | p. 477 |
| Image Emotional Classification Based on Color Semantic Description | p. 485 |
| A Semi-supervised Clustering Algorithm Based on Must-Link Set | p. 492 |
| T-rotation: Multiple Publications of Privacy Preserving Data Sequence | p. 500 |
| The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress | p. 508 |
| Outlier Detection Based on Voronoi Diagram | p. 516 |
| AWSum - Data Mining for Insight | p. 524 |
| Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data | p. 532 |
| Rules Extraction Based on Data Summarisation Approach Using DARA | p. 540 |
| A Rough-Apriori Technique in Mining Linguistic Association Rules | p. 548 |
| Mining Causal Knowledge from Diagnostic Knowledge | p. 556 |
| Modified Particle Swarm Optimizer with Adaptive Dynamic Weights for Cancer Combinational Chemotherapy | p. 563 |
| MPSQAR: Mining Quantitative Association Rules Preserving Semantics | p. 572 |
| Using Support Vector Regression for Classification | p. 581 |
| Dynamic Growing Self-organizing Neural Network for Clustering | p. 589 |
| A Design of Reward Function Based on Knowledge in Multi-agent Learning | p. 596 |
| A Learning Method of Detecting Anomalous Pedestrian | p. 604 |
| Moment+: Mining Closed Frequent Itemsets over Data Stream | p. 612 |
| CDPM: Finding and Evaluating Community Structure in Social Networks | p. 620 |
| Using Matrix Model to Find Association Rule Core for Diverse Compound Critiques | p. 628 |
| Link-Contexts for Ranking | p. 636 |
| DC-Tree: An Algorithm for Skyline Query on Data Streams | p. 644 |
| Sequential Pattern Mining for Protein Function Prediction | p. 652 |
| Improving Web Search by Categorization, Clustering, and Personalization | p. 659 |
| JSNVA: A Java Straight-Line Drawing Framework for Network Visual Analysis | p. 667 |
| Recognition of Data Records in Semi-structured Web-Pages Using Ontology and X[superscript 2] Statistical Distribution | p. 675 |
| Organizing Structured Deep Web by ClusteringQuery Interfaces Link Graph | p. 683 |
| CBP: A New Efficient Method for Mining Multilevel and Generalized Frequent Itemsets | p. 691 |
| Supporting Customer Retention through Real-Time Monitoring of Individual Web Usage | p. 699 |
| A Comparative Study of Correlation Measurements for Searching Similar Tags | p. 709 |
| Structure of Query Modification Process: Branchings | p. 717 |
| Mining Top-n Local Outliers in Constrained Spatial Networks | p. 725 |
| Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees | p. 733 |
| Automatic Web Tagging and Person Tagging Using Language Models | p. 741 |
| Real-Time Person Tracking Based on Data Field | p. 749 |
| Author Index | p. 757 |
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