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E-grāmata: Data Warehousing and Knowledge Discovery: Second International Conference, DaWaK 2000 London, UK, September 4-6, 2000 Proceedings

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 1874
  • Izdošanas datums: 15-May-2003
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783540444664
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Data Warehousing and Knowledge Discovery: Second International Conference, DaWaK 2000 London, UK, September 4-6, 2000 ProceedingsPalielināt
  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 1874
  • Izdošanas datums: 15-May-2003
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783540444664
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The Second International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2000) was held in Greenwich, UK 46 September. DaWaK 2000 was a forum where researchers from data warehousing and knowledge discovery disciplines could exchange ideas on improving next generation decision support and data mining systems. The conference focused on the logical and physical design of data warehousing and knowledge discovery systems. The scope of the papers covered the most recent and relevant topics in the areas of data warehousing, multidimensional databases, OLAP, knowledge discovery and mining complex databases. These proceedings contain the technical papers selected for presentation at the conference. We received more than 90 papers from over 20 countries and the program committee finally selected 31 long papers and 11 short papers. The conference program included three invited talks, namely, A Foolish Consistency: Technical Challenges in Consistency Management by Professor Anthony Finkelstein, University College London, UK; European Plan for Research in Data Warehousing and Knowledge Discovery by Dr. Harald Sonnberger (Head of Unit A4, Eurostat, European Commission); and Security in Data Warehousing by Professor Bharat Bhargava, Purdue University, USA.

Papildus informācija

Springer Book Archives
Data Warehouse Design The Design and Development of a Logical System for OLAP 1(10) Cabibbo L. Torlone R. Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases 11(13) Golfarelli M. Maio D. Rizzi S. Space-Efficient Data Cubes for Dynamic Environments 24(10) Riedewald M. Agrawal D. El Abbadi A. Pajarola R. On Making Data Warehouses Active 34(13) Schrefl M. Thalhammer T. Materialized Views Supporting Hot Spots with Materialized Views 47(10) Albrecht J. Bauer A. Redert M. Evaluation of Materialized View Indexing in Data Warehousing Environments 57(10) Bellatreche L. Karlapalem K. Li Q. View Derivation Graph with Edge Fitting for Adaptive Data Warehousing 67(10) Stanoi I. Agrawal D. El Abbadi A. On the Importance of Tuning in Incremental View Maintenance: An Experience Case Study 77(6) OGorman K. Agrawal D. El Abbadi A. Warehouse Data Creation and Maintenance BEDAWA - A Tool for Generating Sample Data for Data Warehouses 83(11) Huynh T.N. Nguyen B.T. Schiefer J. Tjoa A M. DyDa: Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment 94(10) Zhang X. Rundensteiner E.A. Scalable Maintenance of Multiple Interrelated Data Warehousing Systems 104(10) Ding L. Zhang X. Rundensteiner E.A. View Maintenance for Hierarchical Semistructured Data 114(12) Liefke H. Davidson S.B. Maintaining Horizontally Partitioned Warehouse Views 126(8) Xu M. Ezeife C.I. Invited Talk: Funding Research in Data Warehousing and Knowledge Discovery EPROS: The European Plan for Research in Official Statistics 134(12) Mercy J.-L. Sonnberger H. Warehouse Views Selection and Evolution Elimination of Redundant Views in Multidimensional Aggregates 146(16) Kotsis N. McGregor D.R. Data Cube Compression with QuantiCubes 162(6) Furtado P. Madeira H. History-Driven View Synchronization 168(10) Koeller A. Rundensteiner E.A. A Logical Model for Data Warehouse Design and Evolution 178(11) Bouzeghoub M. Kedad Z. OLAP System Design and Query Analysis An Alternative Relational OLAP Modeling Approach 189(10) Bauer A. Hummer W. Lehner W. Functional Dependencies in Controlling Sparsity of OLAP Cubes 199(11) Niemi T. Nummenmaa J. Thanisch P. An OLAP-based Scalable Web Access Analysis Engine 210(14) Chen Q. Dayal U. Hsu M. PROMISE: Predicting Query Behavior to Enable Predictive Caching Strategies for OLAP Systems 224(10) Sapia C. OLAP Query Evaluation Supporting Online Queries in ROLAP 234(10) Barbara D. Wu X. Optimal Multidimensional Query Processing Using Tree Striping 244(14) Berchtold S. Bohm C. Keim D.A. Kriegel H.-P. Xu X. Enhancing Preprocessing in Data-Intensive Domains using Online-Analytical Processing 258(7) Maedche A. Hotho A. Wiese M. Meta-queries - Computation and Evaluation 265(11) Ben-Eliyahu-Zohary R. Gudes E.; Israel Partitioning Algorithms for the Computation of Average Iceberg Queries 276(11) Bae J. Lee S. Invited Talk: Security in Data Warehousing 287(3) Bhargava B. Association Rules Mining of Association Rules in Text Databases Using Inverted Hashing and Pruning 290(11) Holt J.D. Chung S.M. SQL Based Association Rule Mining Using Commercial RDBMS (IBM DB2 UBD EEE) 301(6) Yoshizawa T. Pramudiono I. Kitsuregawa M. On Supporting Interactive Association Rule Mining 307(10) Goethals B. Van den Bussche J. Temporal Association Rules Discovering Temporal Patterns for Interval-Based Events 317(10) Kam P.-s. Fu A.W.-c. An Integrated Query and Mining System for Temporal Association Rules 327(10) Chen X. Petrounias I. Mining Changes for Real-Life Applications 337(10) Liu B. Hsu W. Han H.-S. Xia Y. AIM: Approximate Intelligent Matching for Time Series Data 347(11) Kim E.D. Lam J.M.W. Han J. Mining Complex Databases COFE: A Scalable Method for Feature Extraction from Complex Objects 358(14) Hristescu G. Farach-Colton M. The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries 372(10) Bohm C. Braunmuller B. Kriegel H.-P. Data Mining Support in Database Management Systems 382(11) Morzy T. Wojciechowski M. Zakrzewicz M. Decision Trees for Probabilistic Data 393(6) Aboa J.-P. Emilion R. Mining Frequent Binary Expressions 399(10) Calders T. Paredaens J. A Fast Algorithm for Hierarchical Text Classification 409(10) Chuang W.T. Tiyyagura A. Yang J. Giuffrida G. A Hybrid Technique for Data Mining on Balance-Sheet Data 419(6) Dattilo G. Greco S. Masciari E. Pontieri L. Mondou: Information Navigator with Visual Interface 425(6) Kawano H. Kawahara M. Vmhist: Efficient Multidimensional Histograms with Improved Accuracy 431(6) Furtado P. Madeira H. Author Index 437
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