2111 search results - page 406 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
126
Voted
SIGMOD
2011
ACM
14 years 5 months ago
2011
ACM
Occasional corruption of stored data is an unfortunate byproduct of the complexity of modern systems. Hardware errors, software bugs, and mistakes by human administrators can corr...
118
click to vote
NIPS
2004
15 years 3 months ago
2004
In many applications, good ranking is a highly desirable performance for a classifier. The criterion commonly used to measure the ranking quality of a classification algorithm is ...
149
Voted
TITS
2011
14 years 9 months ago
2011
Abstract—Over the last few years, electronic vehicle guidance systems have become increasingly more popular. However, despite their ubiquity, performance will always be subject t...
134
click to vote
SIAMMAX
2010
14 years 9 months ago
2010
Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
134
Voted
ATAL
2005
Springer
15 years 8 months ago
2005
Springer
This paper develops a model for exceptions and an approach for incorporating them in commitment protocols among autonomous agents. Modeling and handling exceptions is critical for...