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ILP
2003
Springer
15 years 11 months ago
Mining Model Trees: A Multi-relational Approach
In many data mining tools that support regression tasks, training data are stored in a single table containing both the target field (dependent variable) and the attributes (indepe...
Annalisa Appice, Michelangelo Ceci, Donato Malerba
KDD
1999
ACM
184views Data Mining» more  KDD 1999»
15 years 10 months ago
Mining Optimized Gain Rules for Numeric Attributes
—Association rules are useful for determining correlations between attributes of a relation and have applications in the marketing, financial, and retail sectors. Furthermore, op...
Sergey Brin, Rajeev Rastogi, Kyuseok Shim
SSIRI
2010
15 years 10 months ago
An Industrial Case Study on Speeding Up User Acceptance Testing by Mining Execution Logs
—Software reliability is defined as the probability of failure-free operation for a period of time, under certain conditions. To determine whether the reliability of an applicat...
Zhen Ming Jiang, Alberto Avritzer, Emad Shihab, Ah...
AAAI
2006
15 years 7 months ago
Novel Relationship Discovery Using Opinions Mined from the Web
This paper proposes relationship discovery models using opinions mined from the Web instead of only conventional collocations. Web opinion mining extracts subjective information f...
Lun-Wei Ku, Hsiu-Wei Ho, Hsin-Hsi Chen
BMCBI
2008
208views more  BMCBI 2008»
15 years 6 months ago
GraphFind: enhancing graph searching by low support data mining techniques
Background: Biomedical and chemical databases are large and rapidly growing in size. Graphs naturally model such kinds of data. To fully exploit the wealth of information in these...
Alfredo Ferro, Rosalba Giugno, Misael Mongiov&igra...