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FLAIRS
2010
13 years 11 months ago
Mining Actionable Patterns
We propose a generic framework that uses utility in decision making to drive the data mining process. We use concepts from meta-learning and build on earlier work by Elovici and B...
Prabakararaj Swapna Raj, Ravindran Balaraman
FLAIRS
2010
13 years 11 months ago
The Readability of Helpful Product Reviews
Consumers frequently rely on user-generated product reviews to guide purchasing decisions. Given the everincreasing volume of such reviews and variations in review quality, consum...
Michael P. O'Mahony, Barry Smyth
FLAIRS
2010
13 years 11 months ago
CsMTL MLP For WEKA: Neural Network Learning with Inductive Transfer
We present context-sensitive Multiple Task Learning, or csMTL as a method of inductive transfer. It uses additional contextual inputs along with other input features when learning ...
Liangliang Tu, Benjamin Fowler, Daniel L. Silver
FLAIRS
2010
13 years 11 months ago
Learning Collaborative Tasks on Textual User Interfaces
A novel `play-by-play' based procedure learning system has been successfully applied to automate Web tasks. In the transition to a non-Web domain, for a system widely used at...
Nate Blaylock, William de Beaumont, Lucian Galescu...
FLAIRS
2010
13 years 9 months ago
Progress Towards Effective Automated Reasoning with World Knowledge
There is a growing demand for automated reasoning with world knowledge. SPASS-XDB is an automated reasoning system that incorporates world knowledge from multiple external sources...
Geoff Sutcliffe, Martin Suda, Alexandra Teyssandie...