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NSDI
2010
13 years 7 months ago
MapReduce Online
MapReduce is a popular framework for data-intensive distributed computing of batch jobs. To simplify fault tolerance, many implementations of MapReduce materialize the entire outp...
Tyson Condie, Neil Conway, Peter Alvaro, Joseph M....
JMLR
2002
133views more  JMLR 2002»
13 years 5 months ago
Learning Precise Timing with LSTM Recurrent Networks
The temporal distance between events conveys information essential for numerous sequential tasks such as motor control and rhythm detection. While Hidden Markov Models tend to ign...
Felix A. Gers, Nicol N. Schraudolph, Jürgen S...
ISM
2005
IEEE
165views Multimedia» more  ISM 2005»
13 years 11 months ago
eSports: Collaborative and Synchronous Video Annotation System in Grid Computing Environment
We designed eSports—a collaborative and synchronous video annotation platform, which is to be used in Internet scale cross-platform grid computing environment to facilitate Comp...
Gang Zhai, Geoffrey Fox, Marlon E. Pierce, Wenjun ...
TRECVID
2008
13 years 7 months ago
University of Sheffield at TRECVID 2008: Rushes Summarisation and Video Copy Detection
This paper presents our experiments on TRECVID workshop 2008. This year we participated in two challenging tasks, rushes video summarisation and video copy detection tasks. We stu...
Siripinyo Chantamunee, Yoshihiko Gotoh
ICIP
2003
IEEE
14 years 7 months ago
Feature selection for unsupervised discovery of statistical temporal structures in video
We present algorithms for automatic feature selection for unsupervised structure discovery from video sequences. Feature selection in this scenario is hard because of the absence ...
Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang...