2111 search results - page 194 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
141
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ECML
2006
Springer
15 years 7 months ago
2006
Springer
Multiple-instance learning (MIL) is a popular concept among the AI community to support supervised learning applications in situations where only incomplete knowledge is available....
131
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ACCV
2007
Springer
15 years 10 months ago
2007
Springer
In this paper, we systematically study the effect of poorly registered faces on the training and inferring stages of traditional face recognition algorithms. We then propose a nov...
139
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KDD
2004
ACM
16 years 4 months ago
2004
ACM
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
145
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CORR
2004
Springer
15 years 3 months ago
2004
Springer
This paper describes the National Research Council (NRC) Word Sense Disambiguation (WSD) system, as applied to the English Lexical Sample (ELS) task in Senseval-3. The NRC system ...
162
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PPPJ
2009
ACM
15 years 8 months ago
2009
ACM
The usage of cellular phones, PDAs, and other mobile devices has increased dramatically over the past ten years. Java is targeted to be one of the most popular execution environme...