| Invited Papers | |
| Warehousing and Mining Massive RFID Data Sets | p. 1 |
| Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents | p. 19 |
| Finding Time Series Discords Based on Haar Transform | p. 31 |
| Learning with Local Drift Detection | p. 42 |
| Association Rules | |
| A Fast Algorithm for Maintenance of Association Rules in Incremental Databases | p. 56 |
| Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules | p. 64 |
| Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results | p. 72 |
| Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance | p. 80 |
| S A-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases | p. 92 |
| Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test | p. 100 |
| Efficiently Mining Maximal Frequent Mutually Associated Patterns | p. 110 |
| Efficiently Mining Mutually and Positively Correlated Patterns | p. 118 |
| Classification | |
| ComEn V prs: A Novel Approach for Inducing Decision Tree Classifiers | p. 126 |
| Towards a Rough Classification of Business Travelers | p. 135 |
| Feature Extraction Based on Optimal Discrimination Plane in ECG Signal Classification | p. 143 |
| Music Style Classification with a Novel Bayesian Model | p. 150 |
| Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering | p. 157 |
| An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining | p. 165 |
| Robust Collective Classification with Contextual Dependency Network Models | p. 173 |
| User-Centered Image Semantics Classification | p. 181 |
| A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications | p. 189 |
| TTLSC - Transductive Total Least Square Model for Classification and Its Application in Medicine | p. 197 |
| Forecasting Electricity Market Price Spikes Based on Bayesian Expert with Support Vector Machines | p. 205 |
| Integrating Local One-Class Classifiers for Image Retrieval | p. 213 |
| Incremental Discretization for Naive-Bayes Classifier | p. 223 |
| Distance Guided Classification with Gene Expression Programming | p. 239 |
| Research on Multi-valued and Multi-labeled Decision Trees | p. 247 |
| Clustering | |
| A Spatial Clustering Algorithm Based on SOFM | p. 255 |
| Mining Spatial-temporal Clusters from Geo-databases | p. 263 |
| A Fuzzy Subspace Algorithm for Clustering High Dimensional Data | p. 271 |
| Robust Music Information Retrieval on Mobile Network Based on Multi-Feature Clustering | p. 279 |
| Joint Cluster Based Co-clustering for Clustering Ensembles | p. 284 |
| Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques | p. 296 |
| Combining Multiple Clusterings Via k-Modes Algorithm | p. 308 |
| HOV[superscript 3]: An Approach to Visual Cluster Analysis | p. 316 |
| A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters | p. 328 |
| Quantum-Behaved Particle Swarm Optimization Clustering Algorithm | p. 340 |
| Clustering Mixed Data Based on Evidence Accumulation | p. 348 |
| Mining Maximal Local Conserved Gene Clusters from Microarray Data | p. 356 |
| Novel Algorithms | |
| A Novel P2P Information Clustering and Retrieval Mechanism | p. 364 |
| Keeping Track of Customer Life Cycle to Build Customer Relationship | p. 372 |
| Mining of Flexible Manufacturing System Using Work Event Logs and Petri Nets | p. 380 |
| Improved Genetic Algorithm for Multiple Sequence Alignment Using Segment Profiles (GASP) | p. 388 |
| A Novel Visual Clustering Algorithm for Finding Community in Complex Network | p. 396 |
| Self-Organizing Network Evolving Model for Mining Network Community Structure | p. 404 |
| An Interactive Visualization Environment for Data Exploration Using Points of Interest | p. 416 |
| Forecasting the Volatility of Stock Price Index | p. 424 |
| ExMiner: An Efficient Algorithm for Mining Top-K Frequent Patterns | p. 436 |
| Learning Bayesian Networks Structure with Continuous Variables | p. 448 |
| A Unified Strategy of Feature Selection | p. 457 |
| Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm | p. 465 |
| OMVD: An Optimization of MVD | p. 473 |
| ZED: Explaining Temporal Variations in Query Volume | p. 485 |
| An Effective Multi-level Algorithm for Bisecting Graph | p. 493 |
| A New Polynomial Time Algorithm for Bayesian Network Structure Learning | p. 501 |
| Personalized Recommendation Based on Partial Similarity of Interests | p. 509 |
| A Fast Implementation of the EM Algorithm for Mixture of Multinomials | p. 517 |
| A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy | p. 525 |
| Semi-supervised Dynamic Counter Propagation Network | p. 533 |
| The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique | p. 542 |
| Feature Selection for Complex Patterns | p. 550 |
| Naive Bayesian Tree Pruning by Local Accuracy Estimation | p. 558 |
| A New Visualization Method for Patent Map: Application to Ubiquitous Computing Technology | p. 566 |
| Local Linear Logistic Discriminant Analysis with Partial Least Square Components | p. 574 |
| Activity Mining: Challenges and Prospects | p. 582 |
| Finding the Optimal Cardinality Value for Information Bottleneck Method | p. 594 |
| A New Algorithm for Enumerating All Maximal Cliques in Complex Network | p. 606 |
| Modeling and Mining the Rule Evolution | p. 618 |
| Knowledge Reduction in Inconsistent Decision Tables | p. 626 |
| Text Mining | |
| Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining | p. 636 |
| A Comparative Study on Text Clustering Methods | p. 644 |
| Concept Based Text Classification Using Labeled and Unlabeled Data | p. 652 |
| Learning Semantic User Profiles from Text | p. 661 |
| Multimedia Mining | |
| Audiovisual Integration for Racquet Sports Video Retrieval | p. 673 |
| A Correlation Approach for Automatic Image Annotation | p. 681 |
| Sequential Data Mining and Time Series Mining | |
| Fast Discovery of Time-Constrained Sequential Patterns Using Time-Indexes | p. 693 |
| Multi-dimensional Sequential Pattern Mining Based on Concept Lattice | p. 702 |
| Mining Time-Delayed Coherent Patterns in Time Series Gene Expression Data | p. 711 |
| Mining Delay in Streaming Time Series of Industrial Process | p. 723 |
| Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling | p. 731 |
| Diagnosis of Inverter Faults in PMSM DTC Drive Using Time-Series Data Mining Technique | p. 741 |
| Applications of Data Mining Time Series to Power Systems Disturbance Analysis | p. 749 |
| Mining Compressed Sequential Patterns | p. 761 |
| Effective Feature Preprocessing for Time Series Forecasting | p. 769 |
| On Similarity of Financial Data Series Based on Fractal Dimension | p. 782 |
| Web Mining | |
| A Hierarchical Model of Web Graph | p. 790 |
| Web Scale Competitor Discovery Using Mutual Information | p. 798 |
| Biomedical Mining | |
| Co-expression Gene Discovery from Microarray for Integrative Systems Biology | p. 809 |
| Cardiovascular Disease Diagnosis Method by Emerging Patterns | p. 819 |
| DNA Microarray Data Clustering by Hidden Markov Models and Bayesian Information Criterion | p. 827 |
| Application of Factor Analysis on Mycobacterium Tuberculosis Transcriptional Responses for Drug Clustering, Drug Target, and Pathway Detections | p. 835 |
| First Steps to an Audio Ontology-Based Classifier for Telemedicine | p. 845 |
| Obstacles and Misunderstandings Facing Medical Data Mining | p. 856 |
| SVM-Based Tumor Classification with Gene Expression Data | p. 864 |
| GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming | p. 871 |
| Advanced Applications | |
| CBR-Based Knowledge Discovery on Results of Evolutionary Design of Logic Circuits | p. 881 |
| Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making | p. 889 |
| Extreme Value Dependence in Problems with a Changing Causation Structure | p. 899 |
| A Study on Object Recognition Technology Using PCA in the Variable Illumination | p. 911 |
| Pattern Recurring in Three-Dimensional Graph Based on Data Mining | p. 919 |
| Mining the Useful Skyline Set Based on the Acceptable Difference | p. 927 |
| Modeling Information-Sharing Behaviors in BitTorrent System Based on Real Measurement | p. 934 |
| Financial Distress Prediction Based on Similarity Weighted Voting CBR | p. 947 |
| Customer Churn Prediction by Hybrid Model | p. 959 |
| Base Vector Selection for Kernel Matching Pursuit | p. 967 |
| WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA | p. 977 |
| Research on Query-by-Committee Method of Active Learning and Application | p. 985 |
| Traffic Management Genetic Algorithm Supporting Data Mining and QoS in Sensor Networks | p. 992 |
| Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra | p. 1000 |
| Semi-automatic Hot Event Detection | p. 1008 |
| Security and Privacy Issues | |
| Profile-Based Security Against Malicious Mobile Agents | p. 1017 |
| A Comprehensive Categorization of DDoS Attack and DDoS Defense Techniques | p. 1025 |
| Structural Analysis and Mathematical Methods for Destabilizing Terrorist Networks Using Investigative Data Mining | p. 1037 |
| Alert Correlation Analysis in Intrusion Detection | p. 1049 |
| Spatial Data Mining | |
| OSDM: Optimized Shape Distribution Method | p. 1057 |
| View-Angle of Spatial Data Mining | p. 1065 |
| Streaming Data Mining | |
| Maintaining Moving Sums over Data Streams | p. 1077 |
| MFIS-Mining Frequent Itemsets on Data Streams | p. 1085 |
| Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts | p. 1094 |
| Author Index | p. 1107 |
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