000 02829nam a22004815i 4500
001 978-3-642-28696-4
003 DE-He213
005 20200420220226.0
007 cr nn 008mamaa
008 120726s2013 gw | s |||| 0|eng d
020 _a9783642286964
_9978-3-642-28696-4
024 7 _a10.1007/978-3-642-28696-4
_2doi
050 4 _aTA1-2040
072 7 _aTBC
_2bicssc
072 7 _aTEC000000
_2bisacsh
082 0 4 _a620
_223
245 1 0 _aAdvances in Intelligent Signal Processing and Data Mining
_h[electronic resource] :
_bTheory and Applications /
_cedited by Petia Georgieva, Lyudmila Mihaylova, Lakhmi C Jain.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXIV, 354 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 ;
_v410
505 0 _aFrom the content: Introduction to Intelligent Signal Processing and Data Mining -- Monte Carlo-Based Bayesian Group Object Tracking and Causal Reasoning -- A Sequential Monte Carlo Method for Multi-Target Tracking with the Intensity Filter -- Sequential Monte Carlo Methods for Localisation inWireless Networks -- A Sequential Monte Carlo Approach for Brain Source Localization.
520 _aThe book presents some of the most efficient statistical and deterministic methods for information processing and applications in order to extract targeted information and find hidden patterns. The techniques presented range from Bayesian approaches and their variations such as sequential Monte Carlo methods, Markov Chain Monte Carlo filters, Rao Blackwellization, to the biologically inspired paradigm of Neural Networks and decomposition techniques such as Empirical Mode Decomposition, Independent Component Analysis and Singular Spectrum Analysis.   The book is directed to the research students, professors, researchers and practitioners interested in exploring the advanced techniques in intelligent signal processing and data mining paradigms.  .
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aEngineering, general.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aGeorgieva, Petia.
_eeditor.
700 1 _aMihaylova, Lyudmila.
_eeditor.
700 1 _aJain, Lakhmi C.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642286957
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v410
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-28696-4
912 _aZDB-2-ENG
942 _cEBK
999 _c52179
_d52179