Data Warehousing and Knowledge Discovery: Third International Conference, DaWaK 2001 Munich, Germany September 5-7, 2001 Proceedings: Lecture Notes in Computer Science, cartea 2114
Editat de Yahiko Kambayashi, Werner Winiwarter, Masatoshi Arikawaen Limba Engleză Paperback – 27 aug 2001
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Specificații
ISBN-13: 9783540425533
ISBN-10: 3540425535
Pagini: 380
Ilustrații: XIV, 366 p.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.53 kg
Ediția:2001
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540425535
Pagini: 380
Ilustrații: XIV, 366 p.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.53 kg
Ediția:2001
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Invited Talk.- Knowledge Management in Heterogeneous Data Warehouse Environments.- Association Rules (1).- Mining Generalized Association Rules with Multiple Minimum Supports.- A Theoretical Framework for Association Mining based on the Boolean Retrieval Model.- Mining Inter-Transactional Association Rules: Generalization and Empirical Evaluation.- On the Equivalence of Top-down and Bottom-up Data Mining in Relational Databases.- Association Rules (2).- Monitoring Change in Mining Results.- Discovering Knowledge from Meteorological Databases: A Meteorological Aviation Forecast Study.- Enhancing the Apriori Algorithm for Frequent Set Counting.- Mining Temporal Patterns.- Mining Cyclically Repeated Patterns.- Development of Automated Data Mining System for Quality Control in Manufacturing.- Data Mining Techniques.- FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances Extended Abstract.- Ensemble Feature Selection Based on the Contextual Merit.- Interactive Clustering for Transaction Data.- Collaborative Filtering and Web Mining.- A New Approach For Item Choice Recommendations.- RecTree: An Efficient Collaborative Filtering Method.- Discovering Web Document Associations for Web Site Summarization.- Visualization and Matchmaking.- Data Visualization and Analysis with Self-Organizing Maps in Learning Metrics.- Towards a Novel OLAP Interface for Distributed Data Warehouses.- Matchmaking for Structured Objects.- Development of Data Warehouses.- Prototyping Data Warehouse Systems.- Information Warehouse for Medical Research.- Risk-Management for Data Warehouse Systems.- Maintenance of Data Warehouses.- PVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources?.- An Experimental PerformanceEvaluation of Incremental Materialized View Maintenance in Object Databases.- Managing Time Consistency for Active Data Warehouse Environments.- OLAP (1).- Optimization Algorithms for Simultaneous Multidimensional Queries in OLAP Environments.- Improving the Performance of OLAP Queries Using Families of Statistics Trees.- Changes of Dimension Data in Temporal Data Warehouses.- OLAP (2).- Determining the Convex Hull in Large Multidimensional Databases.- Shared Index Scans for Data Warehouses.- Adaptable Similarity Search Using Vector Quantization.- Distributed Data Warehouses.- A Framework for Supporting Interoperability of Data Warehouse Islands Using XML.- Fragtique: Applying an OO Database Distribution Strategy to Data Warehouse.- Approximate Query Answering Using Data Warehouse Striping.
Caracteristici
Includes supplementary material: sn.pub/extras