Emerging Technologies in Knowledge Discovery and Data Mining: PAKDD 2007 International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers

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Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua (Tony) Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mario M. Freire
Springer Science & Business Media, 2007 M12 14 - 678 pages

This book constitutes the thoroughly refereed post-proceedings of three workshops and an industrial track held in conjunction with the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, held in Nanjing, China in May 2007. The 62 revised full papers presented together with an overview article to each workshop were carefully reviewed and selected from 355 submissions.

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Contents

PAKDD 2007 Industrial Track Workshop
1
A Survey of Open Source Data Mining Systems
3
Is Time Against Us?
15
FrequencyWeighted Fuzzy TimeSeries Based on Fibonacci Sequence for TAIEX Forecasting
27
Probabilistic Techniques for Corporate Blog Mining
35
Mining Chat Conversations for Sex Identification
45
Mining High Impact Exceptional Behavior Patterns
56
Practical Issues on PrivacyPreserving Health Data Mining
64
Spatial Clustering with Obstacles Constraints Using Ant Colony and Particle Swarm Optimization
344
A High Performance Hierarchical Cubing Algorithm and Efficient OLAP in HighDimensional Data Warehouse
357
GridBased Clustering Algorithm Based on Intersecting Partition and Density Estimation
368
Depth First Generation of Frequent Patterns Without Candidate Generation
378
Efficient Time Series Data Classification and Compression in Distributed Monitoring
389
BestMatch Method Used in Cotraining Algorithm
401
A General Method of Mining Chinese Web Documents Based on GASA and PositionFactors
410
Data Management Services in ChinaGrid for Data Mining Applications
421

Data Mining for Intelligent Structure Form Selection Based on Association Rules from a High Rise Case Base
76
CommonKADS Methodology for Developing Power Grid Switching Orders Systems
87
Discovering Prediction Model for Environmental Distribution Maps
99
Workshop BioDM07An Overview
110
Extracting Features from Gene Ontology for the Identification of Protein Subcellular Location by Semantic Similarity Measurement
112
Detecting Community Structure in Complex Networks by Optimal Rearrangement Clustering
119
The HIV Data Mining Tool for Government DecisionMaking Support
131
Negative Localized Relationship Among p70S6 with Smad1 2 3 and p38 in Three Treated Human Cancer Cell Lines
142
Cancer Identification Based on DNA Microarray Data
153
Incorporating Dictionary Features into Conditional Random Fields for GeneProtein Named Entity Recognition
162
Application to Protein Unfolding Pathways
174
GeneticAnnealing Algorithm for 3D Offlattice Protein Folding Model
186
Biclustering of Microarray Data Based on Singular Value Decomposition
194
On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification
206
Coronary Artery Disease Diagnosis Using Linear and Nonlinear Features of HRV
218
High Performance Data Mining and Applications Overview
229
Approximately Mining Recently Representative Patterns on Data Streams
231
Finding Frequent Items in Data Streams Using ESBF
244
A New Decision Tree Classification Method for Mining HighSpeed Data Streams Based on Threaded Binary Search Trees
256
Progressive Subspace Skyline Clusters Mining on High Dimensional Data
268
Efficient Privacy Preserving Distributed Clustering Based on Secret Sharing
280
An Algorithm That Mining Sequential Processes from Hybrid Log
292
Evaluate Structure Similarity in XML Documents with MergeEditDistance
301
Ensemble Learning Based Distributed Clustering
312
Deploying Mobile Agents in Distributed Data Mining
322
Outlier Detection Using Distance Distribution Clustering
332
TwoPhase Algorithms for a Novel UtilityFrequent Mining Model
433
TopDown and BottomUp Strategies for Incremental Maintenance of Frequent Patterns
445
A Fast Online Algorithm for Mining Frequent Closed Itemsets
457
Integration of Distributed Biological Data Using Modified KMeans Algorithm
469
A Parallel Algorithm for Enumerating All the Maximal kPlexes
476
A Multidependency Language Modeling Approach to Information Retrieval
484
Factoid Mining Based Content Trust Model for Information Retrieval
492
Service Security and Its Data Management for Ubiquitous Computing Overview
500
Study on Trust Inference and Emergence of Economical SmallWorld Phenomena in P2P Environment
502
A Secure Time Synchronization Protocol for Sensor Network
515
Toward a Better Connectivity in Wireless Sensor Network
527
A Distributed and Cooperative Black Hole Node Detection and Elimination Mechanism for Ad Hoc Networks
538
A Novel Adaptive and Safe Framework for Ubicomp
550
Reducing Interpiconet Delay for LargeScale Bluetooth Scatternets
562
Security Analysis and Enhancement of OneWay Hash Based LowCost Authentication Protocol OHLCAP
574
An Effective Design of an Active RFID Reader Using a Cache of Tag Memory Data
584
Privacy Protection Scheme of RFID Using Random Number
596
A Hierarchical Composition of LU MatrixBased Key Distribution Scheme for Sensor Networks
608
Authentication Authorization and Security Policy
621
Bogus Data Filtering in Sensor Networks
629
Streaming Media Securely over Multipath Multihop Wireless Network
636
Flexible Selection of Wavelet Coefficients Based on the Estimation Error of Predefined Queries
644
Secured Web Services Based on Extended Usage Control
656
A Digital Rights Management Architecture for Multimedia in P2P
664
Author Index
673
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