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An overview of artificial immune systems
Published on 2011-06-105448 Views
Artificial immune systems are a newly emerging paradigm for distributed machine learning that takes its organisational and representational cues from the human immune system and applies it to diffi
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Presentation
Artificial Immune Systems00:00
This Presentation00:54
Immunology - very simple02:01
Immunology - more simple03:22
A very young subfield in artificial intelligence04:18
How Do You Build Them?06:11
AIS as Semi-Unsupervised Classifier (needs no negative examples) with Continuous Learning07:29
How do they react?08:49
What Are the Basics? Representation10:03
Basics: Database of Antibodies10:45
Basics: Learning & Matching11:30
Basics: Monitoring12:28
Basics: Immune Response13:12
I know! What about ...16:41
Some practical and applied examples ...17:43
A More Practical Example17:49
AIS Research: Physical Security19:53
AIS For Advanced Video Motion Detection (1)20:23
AIS For Advanced Video Motion Detection (2)21:17
AIS For Advanced Video Motion Detection (3)21:31
AIS For Advanced Video Motion Detection (4)22:14
AIS For Advanced Video Motion Detection (5)22:34
AIS For Advanced Video Motion Detection (6)23:16
AIS For Advanced Video Motion Detection (7)24:14
AIS For Advanced Video Motion Detection (8)24:48
AVMD: Some More Examples25:19
Research: Building a Better Shell System31:16
AIS Next Generation Shell (NG)31:33
Next Generation Shell (1)32:50
Next Generation Shell (2)33:06
Next Generation Shell (3)33:12
Next Generation Shell (4)33:26
Next Generation Shell (5)33:48
Conclusions and Open Questions34:23
Thanks to Nada and JSI!35:30