Advanced Data Mining and Applications: Second International Conference, ADMA 2006, Xi’an, China, August 14-16, 2006 Proceedings

Front Matter....Pages -
Warehousing and Mining Massive RFID Data Sets....Pages 1-18
Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents....Pages 19-30
Finding Time Series Discords Based on Haar Transform....Pages 31-41
Learning with Local Drift Detection....Pages 42-55
A Fast Algorithm for Maintenance of Association Rules in Incremental Databases....Pages 56-63
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules....Pages 64-71
Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results....Pages 72-79
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance....Pages 80-91
SA-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases....Pages 92-99
Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test....Pages 100-109
Efficiently Mining Maximal Frequent Mutually Associated Patterns....Pages 110-117
Efficiently Mining Mutually and Positively Correlated Patterns....Pages 118-125
ComEnVprs: A Novel Approach for Inducing Decision Tree Classifiers....Pages 126-134
Towards a Rough Classification of Business Travelers....Pages 135-142
Feature Extraction Based on Optimal Discrimination Plane in ECG Signal Classification....Pages 143-149
Music Style Classification with a Novel Bayesian Model....Pages 150-156
Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering....Pages 157-164
An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining....Pages 165-172
Robust Collective Classification with Contextual Dependency Network Models....Pages 173-180
User-Centered Image Semantics Classification....Pages 181-188
A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications....Pages 189-196
TTLSC – Transductive Total Least Square Model for Classification and Its Application in Medicine....Pages 197-204
Forecasting Electricity Market Price Spikes Based on Bayesian Expert with Support Vector Machines....Pages 205-212
Integrating Local One-Class Classifiers for Image Retrieval....Pages 213-222
Incremental Discretization for Naïve-Bayes Classifier....Pages 223-238
Distance Guided Classification with Gene Expression Programming....Pages 239-246
Research on Multi-valued and Multi-labeled Decision Trees....Pages 247-254
A Spatial Clustering Algorithm Based on SOFM....Pages 255-262
Mining Spatial-temporal Clusters from Geo-databases....Pages 263-270
A Fuzzy Subspace Algorithm for Clustering High Dimensional Data....Pages 271-278
Robust Music Information Retrieval on Mobile Network Based on Multi-Feature Clustering....Pages 279-283
Joint Cluster Based Co-clustering for Clustering Ensembles....Pages 284-295
Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques....Pages 296-307
Combining Multiple Clusterings Via k-Modes Algorithm....Pages 308-315
HOV 3 : An Approach to Visual Cluster Analysis....Pages 316-327
A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters....Pages 328-339
Quantum-Behaved Particle Swarm Optimization Clustering Algorithm....Pages 340-347
Clustering Mixed Data Based on Evidence Accumulation....Pages 348-355
Mining Maximal Local Conserved Gene Clusters from Microarray Data....Pages 356-363
A Novel P2P Information Clustering and Retrieval Mechanism....Pages 364-371
Keeping Track of Customer Life Cycle to Build Customer Relationship....Pages 372-379
Mining of Flexible Manufacturing System Using Work Event Logs and Petri Nets....Pages 380-387
Improved Genetic Algorithm for Multiple Sequence Alignment Using Segment Profiles (GASP)....Pages 388-395
A Novel Visual Clustering Algorithm for Finding Community in Complex Network....Pages 396-403
Self-Organizing Network Evolving Model for Mining Network Community Structure....Pages 404-415
An Interactive Visualization Environment for Data Exploration Using Points of Interest....Pages 416-423
Forecasting the Volatility of Stock Price Index....Pages 424-435
ExMiner: An Efficient Algorithm for Mining Top-K Frequent Patterns....Pages 436-447
Learning Bayesian Networks Structure with Continuous Variables....Pages 448-456
A Unified Strategy of Feature Selection....Pages 457-464
Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm....Pages 465-472
OMVD: An Optimization of MVD....Pages 473-484
ZED: Explaining Temporal Variations in Query Volume....Pages 485-492
An Effective Multi-level Algorithm for Bisecting Graph....Pages 493-500
A New Polynomial Time Algorithm for Bayesian Network Structure Learning....Pages 501-508
Personalized Recommendation Based on Partial Similarity of Interests....Pages 509-516
A Fast Implementation of the EM Algorithm for Mixture of Multinomials....Pages 517-524
A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy....Pages 525-532
Semi-supervised Dynamic Counter Propagation Network....Pages 533-541
The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique....Pages 542-549
Feature Selection for Complex Patterns....Pages 550-557
Naïve Bayesian Tree Pruning by Local Accuracy Estimation....Pages 558-565
A New Visualization Method for Patent Map: Application to Ubiquitous Computing Technology....Pages 566-573
Local Linear Logistic Discriminant Analysis with Partial Least Square Components....Pages 574-581
Activity Mining: Challenges and Prospects....Pages 582-593
Finding the Optimal Cardinality Value for Information Bottleneck Method....Pages 594-605
A New Algorithm for Enumerating All Maximal Cliques in Complex Network....Pages 606-617
Modeling and Mining the Rule Evolution....Pages 618-625
Knowledge Reduction in Inconsistent Decision Tables....Pages 626-635
Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining....Pages 636-643
A Comparative Study on Text Clustering Methods....Pages 644-651
Concept Based Text Classification Using Labeled and Unlabeled Data....Pages 652-660
Learning Semantic User Profiles from Text....Pages 661-672
Audiovisual Integration for Racquet Sports Video Retrieval....Pages 673-680
A Correlation Approach for Automatic Image Annotation....Pages 681-692
Fast Discovery of Time-Constrained Sequential Patterns Using Time-Indexes....Pages 693-701
Multi-dimensional Sequential Pattern Mining Based on Concept Lattice....Pages 702-710
Mining Time-Delayed Coherent Patterns in Time Series Gene Expression Data....Pages 711-722
Mining Delay in Streaming Time Series of Industrial Process....Pages 723-730
Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling....Pages 731-740
Diagnosis of Inverter Faults in PMSM DTC Drive Using Time-Series Data Mining Technique....Pages 741-748
Applications of Data Mining Time Series to Power Systems Disturbance Analysis....Pages 749-760
Mining Compressed Sequential Patterns....Pages 761-768
Effective Feature Preprocessing for Time Series Forecasting....Pages 769-781
On Similarity of Financial Data Series Based on Fractal Dimension....Pages 782-789
A Hierarchical Model of Web Graph....Pages 790-797
Web Scale Competitor Discovery Using Mutual Information....Pages 798-808
Co-expression Gene Discovery from Microarray for Integrative Systems Biology....Pages 809-818
Cardiovascular Disease Diagnosis Method by Emerging Patterns....Pages 819-826
DNA Microarray Data Clustering by Hidden Markov Models and Bayesian Information Criterion....Pages 827-834
Application of Factor Analysis on Mycobacterium Tuberculosis Transcriptional Responses for Drug Clustering, Drug Target, and Pathway Detections....Pages 835-844
First Steps to an Audio Ontology-Based Classifier for Telemedicine....Pages 845-855
Obstacles and Misunderstandings Facing Medical Data Mining....Pages 856-863
SVM-Based Tumor Classification with Gene Expression Data....Pages 864-870
GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming....Pages 871-880
CBR-Based Knowledge Discovery on Results of Evolutionary Design of Logic Circuits....Pages 881-888
Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making....Pages 889-898
Extreme Value Dependence in Problems with a Changing Causation Structure....Pages 899-910
A Study on Object Recognition Technology Using PCA in the Variable Illumination....Pages 911-918
Pattern Recurring in Three-Dimensional Graph Based on Data Mining....Pages 919-926
Mining the Useful Skyline Set Based on the Acceptable Difference....Pages 927-933
Modeling Information-Sharing Behaviors in BitTorrent System Based on Real Measurement....Pages 934-946
Financial Distress Prediction Based on Similarity Weighted Voting CBR....Pages 947-958
Customer Churn Prediction by Hybrid Model....Pages 959-966
Base Vector Selection for Kernel Matching Pursuit....Pages 967-976
WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA....Pages 977-984
Research on Query-by-Committee Method of Active Learning and Application....Pages 985-991
Traffic Management Genetic Algorithm Supporting Data Mining and QoS in Sensor Networks....Pages 992-999
Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra....Pages 1000-1007
Semi-automatic Hot Event Detection....Pages 1008-1016
Profile-Based Security Against Malicious Mobile Agents....Pages 1017-1024
A Comprehensive Categorization of DDoS Attack and DDoS Defense Techniques....Pages 1025-1036
Retracted: Structural Analysis and Mathematical Methods for Destabilizing Terrorist Networks Using Investigative Data Mining....Pages 1037-1048
Alert Correlation Analysis in Intrusion Detection....Pages 1049-1056
OSDM: Optimized Shape Distribution Method....Pages 1057-1064
View-Angle of Spatial Data Mining....Pages 1065-1076
Maintaining Moving Sums over Data Streams....Pages 1077-1084
MFIS—Mining Frequent Itemsets on Data Streams....Pages 1085-1093
Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts....Pages 1094-1106
Retraction Note to: Structural Analysis and Mathematical Methods for Destabilizing Terrorist Networks Using Investigative Data Mining....Pages E1-E1
Back Matter....Pages -