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Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings

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Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings
Original Title Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings
Author Pacific-Asia Conference on Knowledge Discovery and Data Mining (8th : 2004 : Sydney, N.S.W.), Dai, Honghua, Srikant, Ramakrishnan, Zhang, Chengqi, 1957-
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Topics Database management, Database searching, Data mining
Publisher Berlin , New York : Springer
Collection folkscanomy_miscellaneous, folkscanomy, additional_collections
Language English
Book Type EBook
Material Type Book
File Type PDF
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Advances in Knowledge Discovery and Data Mining: 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. ProceedingsAuthor: Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang Published by Springer Berlin Heidelberg ISBN: 978-3-540-22064-0 DOI: 10.1007/b97861Table of Contents:Mining of Evolving Data Streams with Privacy Preservation
Data Mining Grand Challenges
Evaluating the Replicability of Significance Tests for Comparing Learning Algorithms
Spectral Energy Minimization for Semi-supervised Learning
Discriminative Methods for Multi-labeled Classification
Subspace Clustering of High Dimensional Spatial Data with Noises
Constraint-Based Graph Clustering through Node Sequencing and Partitioning
Mining Expressive Process Models by Clustering Workflow Traces
CMTreeMiner: Mining Both Closed and Maximal Frequent Subtrees
Secure Association Rule Sharing
Self-Similar Mining of Time Association Rules
ParaDualMiner: An Efficient Parallel Implementation of the DualMiner Algorithm
A Novel Distributed Collaborative Filtering Algorithm and Its Implementation on P2P Overlay Network
An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams
Blind Data Linkage Using n-gram Similarity Comparisons
Condensed Representation of Emerging Patterns
Discovery of Maximally Frequent Tag Tree Patterns with Contractible Variables from Semistructured Documents
Mining Term Association Rules for Heuristic Query Construction
FP-Bonsai: The Art of Growing and Pruning Small FP-Trees
Mining Negative Rules Using GRDIncludes bibliographical references and index
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