Data Warehousing and Knowledge Discovery
Springer Berlin (Verlag)
978-3-540-67980-6 (ISBN)
Data Warehouse Design.- The Design and Development of a Logical System for OLAP.- Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases.- Space-Efficient Data Cubes for Dynamic Environments.- On Making Data Warehouses Active.- Materialized Views.- Supporting Hot Spots with Materialized Views.- Evaluation of Materialized View Indexing in Data Warehousing Environments.- View Derivation Graph with Edge Fitting for Adaptive Data Warehousing.- On the Importance of Tuning in Incremental View Maintenance: An Experience Case Study.- Warehouse Data Creation and Maintenance.- BEDAWA - A Tool for Generating Sample Data for Data Warehouses.- DyDa: Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment.- Scalable Maintenance of Multiple Interrelated Data Warehousing Systems.- View Maintenance for Hierarchical Semistructured Data.- Maintaining Horizontally Partitioned Warehouse Views.- Invited Talk.- Funding Research in Data Warehousing and Knowledge Discovery EPROS: The European Plan for Research in Official Statistics.- Warehouse Views Selection and Evolution.- Elimination of Redundant Views in Multidimensional Aggregates.- Data Cube Compression with QuantiCubes.- History-Driven View Synchronization.- A Logical Model for Data Warehouse Design and Evolution.- OLAP System Design and Query Analysis.- An Alternative Relational OLAP Modeling Approach.- Functional Dependencies in Controlling Sparsity of OLAP Cubes.- An OLAP-based Scalable Web Access Analysis Engine.- PROMISE: Predicting Query Behavior to Enable Predictive Caching Strategies for OLAP Systems.- OLAP Query Evaluation.- Supporting Online Queries in ROLAP.- Optimal Multidimensional Query Processing Using Tree Striping.- Enhancing Preprocessing in Data-Intensive Domains usingOnline-Analytical Processing.- Meta-queries - Computation and Evaluation.- Partitioning Algorithms for the Computation of Average Iceberg Queries.- Invited Talk.- Security in Data Warehousing.- Association Rules.- Mining of Association Rules in Text Databases Using Inverted Hashing and Pruning.- SQL Based Association Rule Mining Using Commercial RDBMS (IBM DB2 UDB EEE).- On Supporting Interactive Association Rule Mining.- Temporal Association Rules.- Discovering Temporal Patterns for Interval-based Events.- An Integrated Query and Mining System for Temporal Association Rules.- Mining Changes for Real-Life Applications.- AIM: Approximate Intelligent Matching for Time Series Data.- Mining Complex Databases.- Cofe: A Scalable Method for Feature Extraction from Complex Objects.- The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries.- Data Mining Support in Database Management Systems.- Decision trees for probabilistic data.- Mining Frequent Binary Expressions.- A Fast Algorithm for Hierarchical Text Classification.- A Hybrid Technique for Data Mining on Balance-Sheet Data.- Mondou: Information Navigator with Visual Interface.- Vmhist: Efficient Multidimensional Histograms with Improved Accuracy.
Erscheint lt. Verlag | 25.8.2000 |
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Reihe/Serie | Lecture Notes in Computer Science |
Zusatzinfo | XII, 440 p. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 155 x 233 mm |
Gewicht | 635 g |
Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
Schlagworte | Database • data engineering • Data Mining • Data Warehouse • Data-warehouse-Konzept • Data Warehouses • Data Warehousing • Decision Making • decision support • Hardcover, Softcover / Informatik, EDV/Informatik • HC/Informatik, EDV/Informatik • Knowledge Discovery • LA • management information systems • OLAP |
ISBN-10 | 3-540-67980-4 / 3540679804 |
ISBN-13 | 978-3-540-67980-6 / 9783540679806 |
Zustand | Neuware |
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