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» Improving the Practice of Classifier Performance Assessment
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NN
2008
Springer
201views Neural Networks» more  NN 2008»
14 years 10 months ago
Learning representations for object classification using multi-stage optimal component analysis
Learning data representations is a fundamental challenge in modeling neural processes and plays an important role in applications such as object recognition. In multi-stage Optima...
Yiming Wu, Xiuwen Liu, Washington Mio
SEAA
2008
IEEE
15 years 4 months ago
Towards Efficient Software Component Evaluation: An Examination of Component Selection and Certification
When software systems incorporate existing software components, there is a need to evaluate these components. Component evaluation is of two kinds according to literature: compone...
Rikard Land, Alexandre Alvaro, Ivica Crnkovic
TFS
2008
127views more  TFS 2008»
14 years 9 months ago
An Intelligent System for Machinery Condition Monitoring
A reliable monitoring system is critically needed in a wide range of industries to detect the occurrence of a fault to prevent machinery performance degradation, malfunction, and s...
Wilson Wang
TRECVID
2008
14 years 11 months ago
Informedia @ TRECVID2008: Exploring New Frontiers
The Informedia team participated in the tasks of Rushes summarization, high-level feature extraction and event detection in surveillance video. For the rushes summarization, our b...
Alexander G. Hauptmann, Robert V. Baron, Ming-yu C...
EMNLP
2009
14 years 8 months ago
How well does active learning
Machine involvement has the potential to speed up language documentation. We assess this potential with timed annotation experiments that consider annotator expertise, example sel...
Jason Baldridge, Alexis Palmer