Advances in knowledge discovery and data mining : 8th Pacific Asia conference, PAKDD 2004, Sydney, Australia, | Pacific-Asia Conference on Knowledge Discovery and Data Mining (8th : 2004 : Sydney, N.S.W.), Dai, Honghua, Srikant, Ramakrishnan, Zhang, Chengqi, 1957-

Advances in Knowledge Discovery and Data Mining: 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings
Author: Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-22064-0
DOI: 10.1007/b97861

Table 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 GRD

Includes bibliographical references and index