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. Ed(S): Weinshall, Daphna; Anemuller, Jorn; Gool, Luc Van - Detection and Identification of Rare Audio-visual Cues - 9783642240331 - V9783642240331
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Detection and Identification of Rare Audio-visual Cues

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Description for Detection and Identification of Rare Audio-visual Cues Hardback. This volume brings together researchers from different disciplines to discuss new approaches for identifying, and reacting to, unexpected events in information-rich environments. Editor(s): Weinshall, Daphna; Anemuller, Jorn; Gool, Luc van. Series: Studies in Computational Intelligence. Num Pages: 192 pages, biography. BIC Classification: UG; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 13. Weight in Grams: 504.

Machine learning builds models of the world using training data from the application domain and prior knowledge about the problem. The models are later applied to future data in order to estimate the current state of the world. An implied assumption is that the future is stochastically similar to the past. The approach fails when the system encounters situations that are not anticipated from the past experience. In contrast, successful natural organisms identify new unanticipated stimuli and situations and frequently generate appropriate responses.

The observation described above lead to the initiation of the DIRAC EC project in 2006. In 2010 ... Read more

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Product Details

Format
Hardback
Publication date
2011
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
192
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
192
Place of Publication
Berlin, Germany
ISBN
9783642240331
SKU
V9783642240331
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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