Emerging technologies in knowledge discovery and data mining : PAKDD 2007 international workshops, Nanjing, China, May 22, 2007 : revised selected papers

Table of Contents

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   Book Overview
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   Chapter 1 PAKDD 2007 Industrial Track Workshop
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   Chapter 2 A Survey of Open Source Data Mining Systems
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   Chapter 3 Predicting the Short-Term Market Reaction to Asset Specific News: Is Time Against Us?
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   Chapter 4 Frequency-Weighted Fuzzy Time-Series Based on Fibonacci Sequence for TAIEX Forecasting
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   Chapter 5 Probabilistic Techniques for Corporate Blog Mining
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   Chapter 6 Mining Chat Conversations for Sex Identification
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   Chapter 7 Mining High Impact Exceptional Behavior Patterns
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   Chapter 8 Practical Issues on Privacy-Preserving Health Data Mining
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    Chapter 9 Data Mining for Intelligent Structure Form Selection Based on Association Rules from a High Rise Case Base
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    Chapter 10 CommonKADS Methodology for Developing Power Grid Switching Orders Systems
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    Chapter 11 Discovering Prediction Model for Environmental Distribution Maps
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    Chapter 12 Workshop BioDM’07—An Overview
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    Chapter 13 Extracting Features from Gene Ontology for the Identification of Protein Subcellular Location by Semantic Similarity Measurement
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    Chapter 14 Detecting Community Structure in Complex Networks by Optimal Rearrangement Clustering
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    Chapter 15 The HIV Data Mining Tool for Government Decision-Making Support
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    Chapter 16 Negative Localized Relationship Among p70S6 with Smad1, 2, 3 and p38 in Three Treated Human Cancer Cell Lines
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    Chapter 17 Cancer Identification Based on DNA Microarray Data
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    Chapter 18 Incorporating Dictionary Features into Conditional Random Fields for Gene/Protein Named Entity Recognition
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    Chapter 19 Translation and Rotation Invariant Mining of Frequent Trajectories: Application to Protein Unfolding Pathways
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    Chapter 20 Genetic-Annealing Algorithm for 3D Off-lattice Protein Folding Model
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    Chapter 21 Biclustering of Microarray Data Based on Singular Value Decomposition
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    Chapter 22 On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification
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    Chapter 23 Mining Biosignal Data: Coronary Artery Disease Diagnosis Using Linear and Nonlinear Features of HRV
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    Chapter 24 High Performance Data Mining and Applications Overview
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    Chapter 25 Approximately Mining Recently Representative Patterns on Data Streams
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    Chapter 26 Finding Frequent Items in Data Streams Using ESBF
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    Chapter 27 A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees
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    Chapter 28 Progressive Subspace Skyline Clusters Mining on High Dimensional Data
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    Chapter 29 Efficient Privacy Preserving Distributed Clustering Based on Secret Sharing
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    Chapter 30 SePMa: An Algorithm That Mining Sequential Processes from Hybrid Log
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    Chapter 31 Evaluate Structure Similarity in XML Documents with Merge-Edit-Distance
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    Chapter 32 Ensemble Learning Based Distributed Clustering
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    Chapter 33 Deploying Mobile Agents in Distributed Data Mining
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    Chapter 34 ODDC: Outlier Detection Using Distance Distribution Clustering
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    Chapter 35 Spatial Clustering with Obstacles Constraints Using Ant Colony and Particle Swarm Optimization
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    Chapter 36 A High Performance Hierarchical Cubing Algorithm and Efficient OLAP in High-Dimensional Data Warehouse
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    Chapter 37 Grid-Based Clustering Algorithm Based on Intersecting Partition and Density Estimation
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    Chapter 38 Depth First Generation of Frequent Patterns Without Candidate Generation
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    Chapter 39 Efficient Time Series Data Classification and Compression in Distributed Monitoring
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    Chapter 40 Best-Match Method Used in Co-training Algorithm
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    Chapter 41 A General Method of Mining Chinese Web Documents Based on GA&SA and Position-Factors
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    Chapter 42 Data Management Services in ChinaGrid for Data Mining Applications
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    Chapter 43 Two-Phase Algorithms for a Novel Utility-Frequent Mining Model
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    Chapter 44 Top-Down and Bottom-Up Strategies for Incremental Maintenance of Frequent Patterns
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    Chapter 45 GC-Tree: A Fast Online Algorithm for Mining Frequent Closed Itemsets
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    Chapter 46 Integration of Distributed Biological Data Using Modified K-Means Algorithm
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    Chapter 47 A Parallel Algorithm for Enumerating All the Maximal k-Plexes
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    Chapter 48 A Multi-dependency Language Modeling Approach to Information Retrieval
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    Chapter 49 Factoid Mining Based Content Trust Model for Information Retrieval
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    Chapter 50 Service, Security and Its Data Management for Ubiquitous Computing – Overview
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    Chapter 51 Study on Trust Inference and Emergence of Economical Small-World Phenomena in P2P Environment
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    Chapter 52 A Secure Time Synchronization Protocol for Sensor Network
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    Chapter 53 On Grid-Based Key Pre-distribution: Toward a Better Connectivity in Wireless Sensor Network
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    Chapter 54 A Distributed and Cooperative Black Hole Node Detection and Elimination Mechanism for Ad Hoc Networks
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    Chapter 55 A Novel Adaptive and Safe Framework for Ubicomp
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    Chapter 56 Reducing Inter-piconet Delay for Large-Scale Bluetooth Scatternets
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    Chapter 57 Security Analysis and Enhancement of One-Way Hash Based Low-Cost Authentication Protocol (OHLCAP)
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    Chapter 58 An Effective Design of an Active RFID Reader Using a Cache of Tag Memory Data
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    Chapter 59 Privacy Protection Scheme of RFID Using Random Number
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    Chapter 60 A Hierarchical Composition of LU Matrix-Based Key Distribution Scheme for Sensor Networks
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    Chapter 61 Security Framework for Home Network: Authentication, Authorization, and Security Policy
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    Chapter 62 Bogus Data Filtering in Sensor Networks
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    Chapter 63 Streaming Media Securely over Multipath Multihop Wireless Network
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    Chapter 64 Flexible Selection of Wavelet Coefficients Based on the Estimation Error of Predefined Queries
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    Chapter 65 Secured Web Services Based on Extended Usage Control
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    Chapter 66 A Digital Rights Management Architecture for Multimedia in P2P