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Large-Scale Parallel Data Mining [electronic resource] / edited by Mohammed J. Zaki, Ching-Tien Ho. - VIII, 260 p. online resource. - Lecture Notes in Computer Science, 1759 0302-9743 ; . - Lecture Notes in Computer Science, 1759 .

Large-Scale Parallel Data Mining -- Parallel and Distributed Data Mining: An Introduction -- Mining Frameworks -- The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project -- A High Performance Implementation of the Data Space Transfer Protocol (DSTP) -- Active Mining in a Distributed Setting -- Associations and Sequences -- Efficient Parallel Algorithms for Mining Associations -- Parallel Branch-and-Bound Graph Search for Correlated Association Rules -- Parallel Generalized Association Rule Mining on Large Scale PC Cluster -- Parallel Sequence Mining on Shared-Memory Machines -- Classification -- Parallel Predictor Generation -- Efficient Parallel Classification Using Dimensional Aggregates -- Learning Rules from Distributed Data -- Clustering -- Collective, Hierarchical Clustering from Distributed, Heterogeneous Data -- A Data-Clustering Algorithm on Distributed Memory Multiprocessors.

9783540465027

10.1007/3-540-46502-2 doi


Computer science.
Computer communication systems.
Algorithms.
Database management.
Information storage and retrieval.
Artificial intelligence.
Computer Science.
Artificial Intelligence (incl. Robotics).
Database Management.
Information Storage and Retrieval.
Computer Communication Networks.
Algorithm Analysis and Problem Complexity.
Information Systems Applications (incl. Internet).

Q334-342 TJ210.2-211.495

006.3

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