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.
PAKDD Industrial Track and Workshops 2007.- PAKDD 2007 Industrial Track
Workshop.- A Survey of Open Source Data Mining Systems.- Predicting the
Short-Term Market Reaction to Asset Specific News: Is Time Against Us?.-
Frequency-Weighted Fuzzy Time-Series Based on Fibonacci Sequence for TAIEX
Forecasting.- Probabilistic Techniques for Corporate Blog Mining.- Mining
Chat Conversations for Sex Identification.- Mining High Impact Exceptional
Behavior Patterns.- Practical Issues on Privacy-Preserving Health Data
Mining.- Data Mining for Intelligent Structure Form Selection Based on
Association Rules from a High Rise Case Base.- CommonKADS Methodology for
Developing Power Grid Switching Orders Systems.- Discovering Prediction Model
for Environmental Distribution Maps.- Workshop BioDM07An Overview.-
Extracting Features from Gene Ontology for the Identification of Protein
Subcellular Location by Semantic Similarity Measurement.- Detecting Community
Structure in Complex Networks by Optimal Rearrangement Clustering.- The HIV
Data Mining Tool for Government Decision-Making Support.- Negative Localized
Relationship Among p70S6 with Smad1, 2, 3 and p38 in Three Treated Human
Cancer Cell Lines.- Cancer Identification Based on DNA Microarray Data.-
Incorporating Dictionary Features into Conditional Random Fields for
Gene/Protein Named Entity Recognition.- Translation and Rotation Invariant
Mining of Frequent Trajectories: Application to Protein Unfolding Pathways.-
Genetic-Annealing Algorithm for 3D Off-lattice Protein Folding Model.-
Biclustering of Microarray Data Based on Singular Value Decomposition.- On
the Number of Partial Least Squares Components in Dimension Reduction for
Tumor Classification.- Mining Biosignal Data: Coronary Artery Disease
Diagnosis Using Linear andNonlinear Features of HRV.- High Performance Data
Mining and Applications Overview.- Approximately Mining Recently
Representative Patterns on Data Streams.- Finding Frequent Items in Data
Streams Using ESBF.- A New Decision Tree Classification Method for Mining
High-Speed Data Streams Based on Threaded Binary Search Trees.- Progressive
Subspace Skyline Clusters Mining on High Dimensional Data.- Efficient Privacy
Preserving Distributed Clustering Based on Secret Sharing.- SePMa: An
Algorithm That Mining Sequential Processes from Hybrid Log.- Evaluate
Structure Similarity in XML Documents with Merge-Edit-Distance.- Ensemble
Learning Based Distributed Clustering.- Deploying Mobile Agents in
Distributed Data Mining.- ODDC: Outlier Detection Using Distance Distribution
Clustering.- Spatial Clustering with Obstacles Constraints Using Ant Colony
and Particle Swarm Optimization.- A High Performance Hierarchical Cubing
Algorithm and Efficient OLAP in High-Dimensional Data Warehouse.- Grid-Based
Clustering Algorithm Based on Intersecting Partition and Density Estimation.-
Depth First Generation of Frequent Patterns Without Candidate Generation.-
Efficient Time Series Data Classification and Compression in Distributed
Monitoring.- Best-Match Method Used in Co-training Algorithm.- A General
Method of Mining Chinese Web Documents Based on GA&SA and Position-Factors.-
Data Management Services in ChinaGrid for Data Mining Applications.-
Two-Phase Algorithms for a Novel Utility-Frequent Mining Model.- Top-Down and
Bottom-Up Strategies for Incremental Maintenance of Frequent Patterns.-
GC-Tree: A Fast Online Algorithm for Mining Frequent Closed Itemsets.-
Integration of Distributed Biological Data Using Modified K-Means Algorithm.-
A Parallel Algorithm for Enumerating All the Maximal k-Plexes.- A
Multi-dependency Language Modeling Approach to Information Retrieval.-
Factoid Mining Based Content Trust Model for Information Retrieval.- Service,
Security and Its Data Management for Ubiquitous Computing Overview.- Study
on Trust Inference and Emergence of Economical Small-World Phenomena in P2P
Environment.- A Secure Time Synchronization Protocol for Sensor Network.- On
Grid-Based Key Pre-distribution: Toward a Better Connectivity in Wireless
Sensor Network.- A Distributed and Cooperative Black Hole Node Detection and
Elimination Mechanism for Ad Hoc Networks.- A Novel Adaptive and Safe
Framework for Ubicomp.- Reducing Inter-piconet Delay for Large-Scale
Bluetooth Scatternets.- Security Analysis and Enhancement of One-Way Hash
Based Low-Cost Authentication Protocol (OHLCAP).- An Effective Design of an
Active RFID Reader Using a Cache of Tag Memory Data.- Privacy Protection
Scheme of RFID Using Random Number.- A Hierarchical Composition of LU
Matrix-Based Key Distribution Scheme for Sensor Networks.- Security Framework
for Home Network: Authentication, Authorization, and Security Policy.- Bogus
Data Filtering in Sensor Networks.- Streaming Media Securely over Multipath
Multihop Wireless Network.- Flexible Selection of Wavelet Coefficients Based
on the Estimation Error of Predefined Queries.- Secured Web Services Based on
Extended Usage Control.- A Digital Rights Management Architecture for
Multimedia in P2P.
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