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TPHOL
2007
IEEE
15 years 10 months ago
Separation Logic for Small-Step cminor
Cminor is a mid-level imperative programming language; there are proved-correct optimizing compilers from C to Cminor and from Cminor to machine language. We have redesigned Cminor...
Andrew W. Appel, Sandrine Blazy
136
Voted
CIKM
2007
Springer
15 years 10 months ago
Structure and semantics for expressive text kernels
Several problems in text categorization are too hard to be solved by standard bag-of-words representations. Work in kernel-based learning has approached this problem by (i) consid...
Stephan Bloehdorn, Alessandro Moschitti
127
Voted
GECCO
2007
Springer
172views Optimization» more  GECCO 2007»
15 years 10 months ago
Improving the human readability of features constructed by genetic programming
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
Matthew Smith, Larry Bull
143
Voted
GPCE
2007
Springer
15 years 10 months ago
Generative programming techniques for Java library migration
Embedded systems can be viewed as scaled-down versions of their one counterparts. In many cases, the software abstractions and libraries for embedded systems can be derived from l...
Victor L. Winter, Azamatbek Mametjanov
ILP
2007
Springer
15 years 10 months ago
Relational Macros for Transfer in Reinforcement Learning
We describe an application of inductive logic programming to transfer learning. Transfer learning is the use of knowledge learned in a source task to improve learning in a related ...
Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richa...