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001 978-3-319-43871-9
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020 _a9783319438719
_9978-3-319-43871-9
024 7 _a10.1007/978-3-319-43871-9
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aIatan, Iuliana F.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_953138
245 1 0 _aIssues in the Use of Neural Networks in Information Retrieval
_h[electronic resource] /
_cby Iuliana F. Iatan.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXIX, 199 p. 88 illus., 44 illus. in color.
_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,
_x1860-9503 ;
_v661
505 0 _aMathematical Aspects of Using Neural Approaches for Information Retrieval -- A Fuzzy Kwan- Cai Neural Network for Determining Image Similarity and for the Face Recognition -- Predicting Human Personality from Social Media using a Fuzzy Neural Network -- Modern Neural Methods for Function Approximation -- A Fuzzy Gaussian Clifford Neural Network -- Concurrent Fuzzy Neural Networks -- A New Interval Arithmetic Based Neural Network -- A Recurrent Neural Fuzzy Network.
520 _aThis book highlights the ability of neural networks (NNs) to be excellent pattern matchers and their importance in information retrieval (IR), which is based on index term matching. The book defines a new NN-based method for learning image similarity and describes how to use fuzzy Gaussian neural networks to predict personality. It introduces the fuzzy Clifford Gaussian network, and two concurrent neural models: (1) concurrent fuzzy nonlinear perceptron modules, and (2) concurrent fuzzy Gaussian neural network modules. Furthermore, it explains the design of a new model of fuzzy nonlinear perceptron based on alpha level sets and describes a recurrent fuzzy neural network model with a learning algorithm based on the improved particle swarm optimization method.
650 0 _aComputational intelligence.
_97716
650 0 _aArtificial intelligence.
_93407
650 0 _aNeural networks (Computer science) .
_953139
650 0 _aPattern recognition systems.
_93953
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
_932913
650 2 4 _aAutomated Pattern Recognition.
_931568
710 2 _aSpringerLink (Online service)
_953140
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319438702
776 0 8 _iPrinted edition:
_z9783319438726
776 0 8 _iPrinted edition:
_z9783319829302
830 0 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v661
_953141
856 4 0 _uhttps://doi.org/10.1007/978-3-319-43871-9
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c79092
_d79092