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AMINING
2003
Springer
245views Data Mining» more  AMINING 2003»
15 years 10 months ago
Spiral Mining Using Attributes from 3D Molecular Structures
Active responses from experts play an essential role in the knowledge discovery of SAR (structure activity relationships) from drug data. Experts often think of hypotheses, and the...
Takashi Okada, Masumi Yamakawa, Hirotaka Niitsuma
IDEAL
2003
Springer
15 years 10 months ago
Improving the Efficiency of Frequent Pattern Mining by Compact Data Structure Design
Mining frequent patterns has been a topic of active research because it is computationally the most expensive step in association rule discovery. In this paper, we discuss the use ...
Raj P. Gopalan, Yudho Giri Sucahyo
127
Voted
WECWIS
2000
IEEE
138views ECommerce» more  WECWIS 2000»
15 years 9 months ago
DTD-Miner: A Tool for Mining DTD from XML Documents
XML documents are semistructured and the structure of the documents is embedded in the tags. Although XML documents can be accompaniedby a DTD that defines the structure of the d...
Chuang-Hue Moh, Ee-Peng Lim, Wee Keong Ng
140
Voted
DKE
2007
115views more  DKE 2007»
15 years 5 months ago
An improved methodology on information distillation by mining program source code
This paper presents a methodology for knowledge acquisition from source code. We use data mining to support semiautomated software maintenance and comprehension and provide practi...
Yiannis Kanellopoulos, Christos Makris, Christos T...
153
Voted
ML
2008
ACM
15 years 5 months ago
Margin-based first-order rule learning
Abstract We present a new margin-based approach to first-order rule learning. The approach addresses many of the prominent challenges in first-order rule learning, such as the comp...
Ulrich Rückert, Stefan Kramer