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分类: MobileSensing
Tathagata Das, Venkata N.Padmanabhan, Ramachandran Ramjee, Asankhaya Sharma @ Microsoft India
Prashanth Mohan @ UC Berkeley
MobiSys 2010

http://research.microsoft.com/pubs/131575/mobi096-das.pdf

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分类: MobileSensing
Emiliano Miluzzo, Cory T.Cornelius, Ashwin Ramaswamy, Tanzeem Choudhury, Zhigang Liu, Andrew T. Campbell @ Dartmouth College
MobiSys 2010

http://www.ists.dartmouth.edu/library/478.pdf

 There are three important concepts in this paper:
Classifier Evolution: The classifier on each phone evolves when the phone enters new sensing environment. The classifier needs an initial training, which is not enough to provide high classification accuracy in different environment. In the Darwin Phones, the classifier uses semi-supervised learning and can can adjust the learning models with the varying sensing environment.
Model Pooling: When a mobile phones enters a new environment, it can make use of the classification models in co-located mobile phones. Building a new model is qu
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