Advances in Knowledge Discovery and Data Mining : 5th Pacific Asia Conference PAKDD 2001 Hong Kong China April 16–18 2001 Proceedings This book constitutes the refereed proceedings of the 5th Pacific Asia Conference on Knowledge Discovery and Data Mining PAKDD 2001 held in Hong Kong China in April 2001. The 38 revised full papers and 22 short papers presented were carefully reviewed and selected from a total of 152 submissions. The book offers topical sections on Web mining text mining applications and tools concept hierarchies feature selection interestingness sequence mining spatial and temporal mining association mining classification and rule induction clustering and advanced topics and new methods