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020 _a9789819731800
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024 7 _a10.1007/978-981-97-3180-0
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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245 1 0 _aProceedings of the 12th International Conference on Soft Computing for Problem Solving
_h[electronic resource] :
_bSocProS 2023, Volume 1 /
_cedited by Millie Pant, Kusum Deep, Atulya Nagar.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXXVI, 944 p. 419 illus., 364 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 _aLecture Notes in Networks and Systems,
_x2367-3389 ;
_v994
520 _aThis book provides an insight into 12th International Conference on Soft Computing for Problem Solving (SocProS 2023), organized by The Department of Applied Mathematics and Scientific Computing, Saharanpur Campus of Indian Institute of Technology, Roorkee, India, in conjunction with Continuing Education Center during 11–13 August 2023. This book presents the latest achievements and innovations in the interdisciplinary areas of soft computing, machine learning, and data science. It covers original research papers in the areas of algorithms (artificial neural network, deep learning, statistical methods, genetic algorithm, and particle swarm optimization) and applications (data mining and clustering, computer vision, medical and health care, finance, data envelopment analysis, business, and forecasting applications). This book is beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.
650 0 _aComputational intelligence.
_964052
650 0 _aArtificial intelligence.
_958441
650 0 _aAlgorithms.
_958677
650 1 4 _aComputational Intelligence.
_964052
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aAlgorithms.
_958677
700 1 _aPant, Millie.
_eeditor.
_0(orcid)0000-0002-7668-7887
_1https://orcid.org/0000-0002-7668-7887
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_4http://id.loc.gov/vocabulary/relators/edt
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700 1 _aDeep, Kusum.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_968363
700 1 _aNagar, Atulya.
_eeditor.
_0(orcid)0000-0001-5549-6435
_1https://orcid.org/0000-0001-5549-6435
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_975990
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819731794
776 0 8 _iPrinted edition:
_z9789819731817
830 0 _aLecture Notes in Networks and Systems,
_x2367-3389 ;
_v994
856 4 0 _uhttps://doi.org/10.1007/978-981-97-3180-0
912 _aZDB-2-INR
912 _aZDB-2-SXIT
999 _c61859
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