FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series Data thumbnail
slide-image
Pause
Mute
Subtitles not available
Playback speed
0.25
0.5
0.75
1
1.25
1.5
1.75
2
Full screen

FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series Data

Published on Oct 07, 20141933 Views

Discovering temporal dependence structure from multivariate time series has established its importance in many applications. We observe that when we look in reversed order of time, the temporal depend

Related categories

Chapter list

FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series Data00:00
Temporal dependence discovery has been applied in00:15
Related Works02:02
Challenge - 103:25
Challenge - 205:34
Studied Models08:01
Forward Backward Lasso-Granger08:48
Experimental Results: Synthetic Data10:33
Experimental Results: Retweet Network and Microarray11:41
Conclusion12:32