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Data mining / Wireless networking / Wireless sensor network / Bayesian network / Conditional random field / Causality / Markov chain / Anomaly detection / Statistics / Graphical models / Networks


Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields
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Document Date: 2009-07-14 20:11:06


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File Size: 538,50 KB

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City

Siena / Cork / Palo Alto / Trondheim / Banff / Vancouver / Cambridge / Beijing / Toronto / Williamstown / San Diego / Chicago / Random Tree / /

Company

Neural Information Processing Systems / BP / CRF / Distributed Computing Systems / CRFs / Ubiquitous Systems / Wireless Communication Systems / Monte Carlo / Intel / /

Country

Italy / Norway / United States / Canada / China / Ireland / /

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Event

Product Recall / Product Issues / /

Facility

Engineering CSIRO ICT Centre Hong Kong University of Science / /

IndustryTerm

near real-time event detection / near real time / online event detection / gas monitoring sensor networks / numerical gradient algorithms / real time / wireless sensor networks / real-time event detection / real-world applications / large-scale sensor networks / large and dense networks / sensor networks / inference algorithm / Online detection phase / natural language processing / real-time decisions / online phase / gas leakage / approximate inference algorithm / sensor network / be optimized using numerical gradient algorithms / /

Organization

Computer Science and Engineering CSIRO ICT Centre Hong Kong University of Science and Technology Australia Hong Kong / Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields Jie Yin Derek Hao Hu and Qiang Yang Information Engineering Laboratory Department of Computer Science / Artiļ¬cial Intelligence / /

Person

Alan S. Willsky / K. Stanek / T. Jaakkola / Joseph M. Hellerstein / W. Hong / S. Madden / M. Wainwright / Qiang Yang / /

Position

Statistician / DCRF model at each time slice / /

Product

F1-Score / /

ProvinceOrState

Alberta / British Columbia / Ontario / /

PublishedMedium

Machine Learning / /

Technology

RAM / Viterbi algorithm / inference algorithm / Machine Learning / approximate inference algorithm / natural language processing / STED algorithm / proposed algorithm / numerical gradient algorithms / radio frequency / Very Large Database / /

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