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173
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ICST
2010
IEEE
15 years 1 months ago
Longer is Better: On the Role of Test Sequence Length in Software Testing
In the presence of an internal state, often it is required a sequence of function calls to test software. In fact, to cover a particular branch of the code, a sequence of previous...
Andrea Arcuri
130
Voted
SIGSOFT
2010
ACM
15 years 12 days ago
Golden implementation driven software debugging
The presence of a functionally correct golden implementation has a significant advantage in the software development life cycle. Such a golden implementation is exploited for soft...
Ansuman Banerjee, Abhik Roychoudhury, Johannes A. ...
EMNLP
2009
15 years 10 days ago
Consensus Training for Consensus Decoding in Machine Translation
We propose a novel objective function for discriminatively tuning log-linear machine translation models. Our objective explicitly optimizes the BLEU score of expected n-gram count...
Adam Pauls, John DeNero, Dan Klein
148
Voted
EVOW
2009
Springer
15 years 10 days ago
Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks
Abstract. Evolutionary algorithms such as genetic programming and grammatical evolution have been used for simultaneously optimizing network architecture, variable selection, and w...
Stephen D. Turner, Marylyn D. Ritchie, William S. ...
ACMSE
2010
ACM
14 years 9 months ago
Learning to rank using 1-norm regularization and convex hull reduction
The ranking problem appears in many areas of study such as customer rating, social science, economics, and information retrieval. Ranking can be formulated as a classification pro...
Xiaofei Nan, Yixin Chen, Xin Dang, Dawn Wilkins