000 03042nam a22004935i 4500
001 978-3-642-24034-8
003 DE-He213
005 20140220083302.0
007 cr nn 008mamaa
008 111122s2012 gw | s |||| 0|eng d
020 _a9783642240348
_9978-3-642-24034-8
024 7 _a10.1007/978-3-642-24034-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aWeinshall, Daphna.
_eeditor.
245 1 0 _aDetection and Identification of Rare Audiovisual Cues
_h[electronic resource] /
_cedited by Daphna Weinshall, Jörn Anemüller, Luc Gool.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2012.
300 _aVIII, 192 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v384
505 0 _aIntroduction -- The DIRAC project -- The detection of incongruent events, project survey and algorithms -- Alternative frameworks to detect meaningful novel events -- Dealing with meaningful novel events, what to do after detection -- How biological systems deal with novel and incongruent events.
520 _aMachine 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 a workshop was held, aimed to bring together researchers and students from different disciplines in order to present and discuss new approaches for identifying and reacting to unexpected events in information-rich environments. This book includes a summary of the achievements of the DIRAC project in chapter 1, and a collection of the papers presented in this workshop in the remaining parts.
650 0 _aEngineering.
650 0 _aMultimedia systems.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aMultimedia Information Systems.
700 1 _aAnemüller, Jörn.
_eeditor.
700 1 _aGool, Luc.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642240331
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v384
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-24034-8
912 _aZDB-2-ENG
999 _c102251
_d102251