1157 search results - page 77 / 232 » A Machine Learning Approach for Statistical Software Testing |
203
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PRL
2011
14 years 5 months ago
2011
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
126
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ECML
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...
150
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ISSRE
2007
IEEE
15 years 3 months ago
2007
IEEE
In industrial practice, information on the software field quality of a product is available too late in the software lifecycle to guide affordable corrective action. An important ...
102
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ICALT
2007
IEEE
15 years 8 months ago
2007
IEEE
In this paper we present a new approach to enabling pedagogically sound reuse and re-purposing of online learning objects in a community of practice. The lack of specific software...
112
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
This paper develops a generalized apprenticeship learning protocol for reinforcementlearning agents with access to a teacher who provides policy traces (transition and reward obse...