Advances in Knowledge Discovery and Data Mining 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Dai, Honghua (Editor), Srikant, Ramakrishnan (Editor), Zhang, Chengqi (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004.
• Series: Lecture Notes in Computer Science, 3056
• Subjects: Computer science.; Data structures (Computer science).; Mathematical statistics.; Database management.; Information storage and retrieval.; Multimedia information systems.; Artificial intelligence.; Computer Science.; Data Structures, Cryptology and Information Theory.; Artificial Intelligence (incl. Robotics).; Database Management.; Information Storage and Retrieval.; Multimedia Information Systems.; Probability and Statistics in Computer Science.

ThePaci?c-AsiaConferenceonKnowledgeDiscoveryandDataMining(PAKDD) has been held every year since 1997. This year, the eighth in the series (PAKDD 2004) was held at Carlton Crest Hotel, Sydney, Australia, 26–28 May 2004. PAKDD is a leading international conference in the area of data mining. It p- vid...

Table of Contents:

• Invited Speeches
• Session 1A: Classification (I)
• Session 1B: Clustering (I)
• Session 1C: Association Rules (I)
• Session 2A: Novel Algorithms (I)
• Session 2B: Association (II)
• Session 2C: Classification (II)
• Session 3A: Event Mining, Anomaly Detection, and Intrusion Detection
• Session 3B: Ensemble Learning
• Session 3C: Bayesian Network and Graph Mining
• Session 3D: Text Mining (I)
• Session 4A: Clustering (II)
• Session 4B: Association (III)
• Session 4C: Novel Algorithms (II)
• Session 4D: Multimedia Mining
• Session 5A: Text Mining and Web Mining (II)
• Session 5B: Statistical Methods, Sequential Data Mining, and Time Series Mining
• Session 5C: Novel Algorithms (III)
• Session 5D: Biomedical Mining.