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FEMA: Flexible Evolutionary Multi-faceted Analysis for Dynamic Behavioral Pattern Discovery

Published on Oct 07, 20142758 Views

Behavioral pattern discovery is increasingly being studied to understand human behavior and the discovered patterns can be used in many real world applications such as web search, recommender system a

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Chapter list

FEMA:flexible Evolutionarymulti-faceted Analysisfor Dynamic Behaviorpattern Discovery00:00
Behavior Analysis00:42
Our Goals02:09
Outline - 102:42
Human Behavior - 102:54
Human Behavior: Multi-faceted03:25
Human Behavior: Dynamic - 104:06
Human Behavior: Dynamic - 204:37
Human Behavior - 205:01
Outline - 205:10
Model Human Behavior05:13
Challenges05:40
Idea - 106:01
Idea - 206:23
Outline - 306:49
FEMA: Flexible Evolutionary Multi-faceted Analysis - 106:53
FEMA: Flexible Evolutionary Multi-faceted Analysis - 207:57
FEMA Algorithm08:22
Outline - 408:36
Experiments: Test Behavior Prediction08:40
Data Sets08:58
Leveraging Multi-faceted Information09:47
Leveraging Flexible Regularizations10:31
Efficiency, Loss and Parameters10:53
Outline - 511:18
Visualization: Test Pattern Discovery11:23
Microsoft Academic Search - 111:38
Microsoft Academic Search - 212:20
Microsoft Academic Search - 312:35
Conclusion12:54
Questions?13:29