Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 Proceedings

摘要: Keynote Speech.- Graph Mining: Laws, Generators and Tools.- Invited Speeches.- Efficient Algorithms for Mining Frequent Closed Patterns from Semi-structured Data.- Supporting Creativity: Towards Associative Discovery of New Insights.- Cost-Sensitive Classifier Evaluation Using Cost Curves.- Prospective Scientific Methodology in Knowledge Society.- Long Papers.- SubClass: Classification Multidimensional Noisy Data Subspace Clusters.- Quality-Aware A Decremental Approach Itemsets Uncertain Multi-class Named Entity Recognition Via Bootstrapping with Dependency Tree-Based Patterns.- Region Spatial Datasets.- Accurate Retrieval Multimedia Time Series Under Uniform Scaling Warping.- Feature Construction Based on Closedness Properties Is Not That Simple.- On Addressing Accuracy Concerns Privacy Preserving Association Rule Mining.- Privacy-Preserving Linear Fisher Discriminant Analysis.- Unsupervised Change Analysis Supervised Learning.- ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm Augmented Initialization.- Minimum Variance Associations - Discovering Relationships Numerical Unordered Tree Kernel Its Application to Glycan Classification.- Generation Globally Relevant Continuous Features Bulletin Board Systems Community Generation.- Extreme Support Vector Machine Classifier.- LCM over ZBDDs: Fast Very Large-Scale a Compact Graph-Based Representation.- Unusual Pattern Detection High Dimensions.- Person Name Disambiguation Web Pages Social Network, Compound Words Latent Topics.- Correlated Subgraphs Databases.- Minimal Description Length Scheme Polynomial Regression.- Handling Numeric Attributes Hoeffding Trees.- Record Linkage Non-uniform Distributed Class Sizes.- k-Means Clustering User-Centric Preservation.- Semi-Supervised Local Dimensionality Reduction.- Finding Similar Short Substrings Large Scale String Ambiguous Itemset Delay Enumeration.- Characteristic-Based Descriptors Motion Sequence Recognition.- Protecting Incremental Maintenance SEM: Events the Web.- BOAI: Alternating Decision Induction Bottom-Up Evaluation.- Selection by Nonparametric Bayes Error Minimization.- Framework Modeling Positive Expansion Single Snapshot.- Decomposition Learning Bayesian Network Structures Rules Multiple Target Attributes.- Mixture Model Expert Finding.- Regular Exploiting Propositionalization Random Relational Semi-supervised Discrete Clustering.- Automatic Training Example Scalable Linkage.- Analyzing PETs Imbalanced Datasets When Testing Distributions Differ.- Improving Robustness Outliers Mixtures Probabilistic PCAs.- Exploratory Hot Spot Profile Interactive Visual Drill-Down Self-Organizing Maps.- Maintaining Optimal Multi-way Splits Streams.- Utility Tradeoff Different Markov Blanket Approaches.- Forecasting Urban Air Pollution HMM-Fuzzy Model.- Equivalent Classes Extracted Samples.- Evaluating Standard Techniques Implicit Diversity.- Simple Characterization Serially Constructible Episodes.- Bootstrap Tracking Topic Evolution On-Line Postings: 2006 IBM Innovation Jam PAID: Packet Anomaly Intrusion Detection.- Comparison Off-Centered Entropies Deal Imbalance FIsViz: Visualizer.- Connectivity Stream Localised Density Exemplars.- User Purchase Intent Query Language Modelling Naive Assumption.- Online Estimation Joint Probability Distribution.- k Most Neighbor Mixed Approximating Eliminating.- Prediction Multitype Models.- Determine Groups Patients Doctor-Patient Stability.- Projection Jumping Emerging Transaction Applying Semantic Indexing Document Relation Discovery.- G-TREACLE: Grid-Based Tree-Alike Technique Clustering-Oriented Star Coordinate Translation Method Reliable Parameterization.- Constrained Gene Expression Concept Lattice-Based Mutation Control Reactive Motifs Complete Set Both Negative Designing System Process Parameter Determined through Modified PSO Fuzzy Neural Network.- Data-Aware Hierarchy Wireless Sensor Networks.- More Topologically Stable Locally Embedding R*-Tree.- Sparse Kernel-Based Weighting.- Term Committee Event Identification within News Mapping Low-Dimensional Manifolds.- Creditable Labeling D-S Evidence Theory.- Orders Chemical Elements Genetic Algorithms.- What Graph?.- Cluster-Based Genetic-Fuzzy Items Supports.- Selective Incomplete Detecting Near-Duplicates Text Customer Churn Mobile Telecommunication Industry Ordinal Extraction Rough-Fuzzy Hybridization Method.- I/O Bregman Co-clustering.- Occurrence Count Image Non-coincidental without Defined Threshold.- Seeds Approach.- Ontology-Based Preferences Aggregate Rank Lists Search.- The Echo State Stock Categorization Multilingual Specific Domain.- Optimization Geography Domains.- Active Misclassification Sampling Diverse Ensembles Enhanced Unlabeled Instances.- Annotation.- Unmixed Spectrum Template Composition Lung Sound Forward Selection.- Basis Expressions Indicate Economic Trends.- Taxonomy Text.- R-Map: Categorical Visualization Reference Sets.- Changes Patent Trends Competitive Intelligence.- Seeing Several Stars: Rating Inference Task Containing Criteria.- Structure-Based Hierarchical Transformations Exploration CP-Tree: Structure Single-Pass Combining Context Existing Recognizing Biological Entities Early Results.- Video Annotation Speech Features.- Cell-Based Outlier Algorithm: Fighting WebSpam: Spam Content Link Spatio-temporal Cohesive Distinguishing Subgraph Combined Enriching WordNet Folksonomies.- Credit Scoring Rough Sets Tree.- Propagation Influence Enterprise Networks Centrality Analysis.