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» Using Classification as a Programming Language
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ICFP
2010
ACM
15 years 2 months ago
A certified framework for compiling and executing garbage-collected languages
We describe the design, implementation, and use of a machinecertified framework for correct compilation and execution of programs in garbage-collected languages. Our framework ext...
Andrew McCreight, Tim Chevalier, Andrew P. Tolmach
WWW
2007
ACM
16 years 2 months ago
Efficient training on biased minimax probability machine for imbalanced text classification
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...
Xiang Peng, Irwin King
POPL
2007
ACM
16 years 2 months ago
Cork: dynamic memory leak detection for garbage-collected languages
A memory leak in a garbage-collected program occurs when the program inadvertently maintains references to objects that it no longer needs. Memory leaks cause systematic heap grow...
Maria Jump, Kathryn S. McKinley
COLING
2010
14 years 9 months ago
Inducing Fine-Grained Semantic Classes via Hierarchical and Collective Classification
Research in named entity recognition and mention detection has typically involved a fairly small number of semantic classes, which may not be adequate if semantic class informatio...
Md. Altaf ur Rahman, Vincent Ng
124
Voted
ESCIENCE
2005
IEEE
15 years 7 months ago
Distributed, Parallel Web Service Orchestration Using XSLT
GridXSLT is an implementation of the XSLT programming language designed for distributed web service orchestration. Based on the functional semantics of the language, it compiles p...
Peter M. Kelly, Paul D. Coddington, Andrew L. Wend...