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· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9783540724834
· 쪽수 : 898쪽
· 출판일 : 2007-06-05
목차
Keynote.- Data Mining Using Fractals and Power Laws.- Exploring the Power of Links in Data Mining.- Community Systems: The World Online.- A New DBMS Architecture for DB-IR Integration.- Invited Paper.- Study on Efficiency and Effectiveness of KSORD.- Discovering Web Services Based on Probabilistic Latent Factor Model.- SCORE: Symbiotic Context Oriented Information Retrieval.- Process Aware Information Systems: A Human Centered Perspective.- Data Mining and Knowledge Discovery I.- IMCS: Incremental Mining of Closed Sequential Patterns.- Mining Time-Shifting Co-regulation Patterns from Gene Expression Data.- Tight Correlated Item Sets and Their Efficient Discovery.- Information Retrieval I.- Improved Prediction of Protein Secondary Structures Using Adaptively Weighted Profiles.- Framework for Building a High-Quality Web Page Collection Considering Page Group Structure.- Multi-document Summarization Using Weighted Similarity Between Topic and Clustering-Based Non-negative Semantic Feature.- A Fair Load Balancing Algorithm for Hypercube-Based DHT Networks.- LINP: Supporting Similarity Search in Unstructured Peer-to-Peer Networks.- Generation and Matching of Ontology Data for the Semantic Web in a Peer-to-Peer Framework.- Energy-Efficient Skyline Queries over Sensor Network Using Mapped Skyline Filters.- An Adaptive Dynamic Cluster-Based Protocol for Target Tracking in Wireless Sensor Networks.- Distributed, Hierarchical Clustering and Summarization in Sensor Networks.- Spatial and Temporal Databases I.- A New Similarity Measure for Near Duplicate Video Clip Detection.- Efficient Algorithms for Historical Continuous kNN Query Processing over Moving Object Trajectories.- Effective Density Queries for Moving Objects in Road Networks.- An Efficient Spatial Search Method Based on SG-Tree.- Getting Qualified Answers for Aggregate Queries in Spatio-temporal Databases.- Dynamic Adaptation Strategies for Long-Term and Short-Term User Profile to Personalize Search.- Using Structured Tokens to Identify Webpages for Data Extraction.- Honto? Search: Estimating Trustworthiness of Web Information by Search Results Aggregation and Temporal Analysis.- A Probabilistic Reasoning Approach for Discovering Web Crawler Sessions.- An Exhaustive and Edge-Removal Algorithm to Find Cores in Implicit Communities.- XML and Semi-structured Data I.- Active Rules Termination Analysis Through Conditional Formula Containing Updatable Variable.- Computing Repairs for Inconsistent XML Document Using Chase.- An XML Publish/Subscribe Algorithm Implemented by Relational Operators.- Retrieving Arbitrary XML Fragments from Structured Peer-to-Peer Networks.- Data Mining and Knowledge Discovery II.- Combining Smooth Graphs with Semi-supervised Learning.- Extracting Trend of Time Series Based on Improved Empirical Mode Decomposition Method.- Spectral Edit Distance Method for Image Clustering.- Mining Invisible Tasks from Event Logs.- The Selection of Tunable DBMS Resources Using the Incremental/Decremental Relationship.- Hyperclique Pattern Based Off-Topic Detection.- An Energy Efficient Connected Coverage Protocol in Wireless Sensor Networks.- A Clustered Routing Protocol with Distributed Intrusion Detection for Wireless Sensor Networks.- Continuous Approximate Window Queries in Wireless Sensor Networks.- A Survey of Job Scheduling in Grids.- Relational Nested Optional Join for Efficient Semantic Web Query Processing.- Efficient Processing of Relational Queries with Sum Constraints.- A Theoretical Framework of Natural Computing - M Good Lattice Points (GLP) Method.- Building Data Synopses Within a Known Maximum Error Bound.- Exploiting the Structure of Update Fragments for Efficient XML Index Maintenance.- Information Retrieval II.- Improvements of HITS Algorithms for Spam Links.- Efficient Keyword Search over Data-Centric XML Documents.- Promotional Ranking of Search Engine Results: Giving New Web Pages a Chance to Prove Their Values.