Improving Activity Classification for Health Applications on Mobile Devices using Active and Semi-Supervised Learning Brent Longstaff, Sasank Reddy, Deborah Estrin Center for Embedded Networked Sensing University of Cali - Cali - Document - PDFSEARCH.IO - Document Search Engine

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	Improving Activity Classification for Health Applications on Mobile Devices using Active and Semi-Supervised Learning Brent Longstaff, Sasank Reddy, Deborah Estrin Center for Embedded Networked Sensing University of Cali Add to Reading List Document Date: 2010-07-29 14:24:26 Open Document File Size: 107,38 KB Share Result on Facebook City Washington / DC / / Company IEEE Computer / Nike / BP / Goldman / Google / IEEE Computer Society Press / Real-Time Computing Systems / / Country United States / / / Facility Embedded Networked Sensing University of California / University of Waikato / University of Wisconsin-Madison / / IndustryTerm manufacturing facility / co-learning algorithms / transportation mode / people-centric applications / aforementioned web page example / machine learning algorithms / active learning algorithm / improvement algorithms / unsupervised learning algorithm / neural networks / real time / fitness monitoring applications / active and semi-supervised learning algorithms / personal health activity recognition system using multimodal sensor devices / health applications / particular algorithm / energy / co-learning algorithm / automatic online picture collection / machine learning algorithm / multi-view semi-supervised algorithm / his/her device / co-training algorithm / tri-training algorithm / learning algorithm / learning algorithms / / OperatingSystem Android / / Organization Association for Computational Linguistics Morristown / National Science Foundation / Embedded Networked Sensing University of California Los Angeles / University of Waikato / Deborah Estrin Center / IEEE Computer Society / University of Wisconsin / Association for Computational Linguistics / / Person Semi-Supervised Learning Brent Longstaff / / Position walker / author / / Product ipod / / ProgrammingLanguage Java / / ProvinceOrState Wisconsin / / PublishedMedium Computational Linguistics / Lecture Notes in Computer Science / / Technology machine learning algorithms / two co-learning algorithms / machine learning algorithm / GPS / tri-training algorithm / active and semi-supervised learning algorithms / co-training algorithm / En-CoTraining algorithm / Mobile phones / unsupervised learning algorithm / machine learning / improvement algorithms / existing Sch¨utze Algorithm / Android / mobile device / image processing / Mobile Devices / cellular telephone / active learning algorithm / co-learning algorithm / particular algorithm / Java / machine learning system / smartphones / Sequential Minimal Optimization algorithm / learning algorithms / co-learning algorithms / multi-view semi-supervised algorithm / / URL http / SocialTag Statistical classification Ensemble learning Co-training Supervised learning Naive Bayes classifier Support vector machine Active learning Word-sense disambiguation Classifier Machine learning