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Methodologies for Knowledge Discovery and Data Mining - Third Pacific-Asia Conference, PAKDD'99, Beijing, China, April 26-28, 1999, Proceedings (Paperback, 1999 ed.)
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Methodologies for Knowledge Discovery and Data Mining - Third Pacific-Asia Conference, PAKDD'99, Beijing, China, April 26-28, 1999, Proceedings (Paperback, 1999 ed.)
Series: Lecture Notes in Artificial Intelligence, 1574
Expected to ship within 10 - 15 working days
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This volume contains the papers selected for presentation at the
Third Paci?c- Asia Conference on Knowledge Discovery and Data
Mining (PAKDD-99)held in the Xiangshan Hotel, Beijing, China, April
26-28, 1999. The conference was sp- sored by Tsinghua University,
National Science Foundation of China, Chinese Computer Federation,
Toshiba Corporation, and NEC Software Chugoku, Ltd. PAKDD-99
provided an international forum for the sharing of original
research results and practical development experiences among
researchers and application developers from di?erent KDD-related
areas such as machine lea- ing, databases, statistics, knowledge
acquisition, data visualization, knowled- based systems, soft
computing, and high performance computing. It followed the success
of PAKDD-97 held in Singapore in 1997 and PAKDD-98 held in A-
tralia in 1998 by bringing together participants from universities,
industry, and government. PAKDD-99 encouraged both new
theory/methodologies and real world - plications, and covered broad
and diverse topics in data mining and knowledge discovery. The
technical sessions included: Association Rules Mining; Feature
Selection and Generation; Mining in Semi, Un-structured Data;
Interestingness, Surprisingness, and Exceptions; Rough Sets, Fuzzy
Logic, and Neural Networks; Induction, Classi?cation, and
Clustering; Causal Model and Graph-Based Me- ods; Visualization;
Agent-Based, and Distributed Data Mining; Advanced Topics and New
Methodologies. Of the 158 submissions, we accepted 29 regular
papers and 37 short papers for presentation at the conference and
for publication in this volume. In addition, over 20 papers were
accepted for poster presentation.
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