000 08641nam a22012015i 4500
001 9783110551433
003 DE-B1597
005 20240730161621.0
006 m|||||o||d||||||||
007 cr || ||||||||
008 230228t20182019gw fo d z eng d
020 _a9783110551433
024 7 _a10.1515/9783110551433
_2doi
035 _a(DE-B1597)482653
035 _a(OCoLC)1044778434
040 _aDE-B1597
_beng
_cDE-B1597
_erda
041 0 _aeng
044 _agw
_cDE
050 4 _aQA76.9.B45
072 7 _aCOM004000
_2bisacsh
082 0 4 _a005.7
245 0 0 _aMachine Learning for Big Data Analysis /
_ced. by Siddhartha Bhattacharyya, Hrishikesh Bhaumik, Anirban Mukherjee, Sourav De.
264 1 _aBerlin ;
_aBoston :
_bDe Gruyter,
_c[2018]
264 4 _c©2019
300 _a1 online resource (X, 183 p.)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aDe Gruyter Frontiers in Computational Intelligence ,
_x2512-8868 ;
_v1
505 0 0 _tFrontmatter --
_tPreface --
_tContents --
_t1. Applying big data analytics to psychometric micro-targeting --
_t2. Keyframe selection for video indexing using an approximate minimal spanning tree --
_t3. Deep learning techniques for image processing --
_t4. Connecting cities using smart transportation: an overview --
_t5. Model of intellectual analysis of multidimensional semi-structured data based on deep neuro-fuzzy networks --
_t6. Image fusion in remote sensing based on sparse sampling method and PCNN techniques --
_tIndex
506 0 _arestricted access
_uhttp://purl.org/coar/access_right/c_16ec
_fonline access with authorization
_2star
520 _aThis volume comprises six well-versed contributed chapters devoted to report the latest fi ndings on the applications of machine learning for big data analytics. Big data is a term for data sets that are so large or complex that traditional data processing application software is inadequate to deal with them. The possible challenges in this direction include capture, storage, analysis, data curation, search, sharing, transfer, visualization, querying, updating and information privacy. Big data analytics is the process of examining large and varied data sets - i.e., big data - to uncover hidden patterns, unknown correlations, market trends, customer preferences and other useful information that can help organizations make more-informed business decisions. This volume is intended to be used as a reference by undergraduate and post graduate students of the disciplines of computer science, electronics and telecommunication, information science and electrical engineering. THE SERIES: FRONTIERS IN COMPUTATIONAL INTELLIGENCE The series Frontiers In Computational Intelligence is envisioned to provide comprehensive coverage and understanding of cutting edge research in computational intelligence. It intends to augment the scholarly discourse on all topics relating to the advances in artifi cial life and machine learning in the form of metaheuristics, approximate reasoning, and robotics. Latest research fi ndings are coupled with applications to varied domains of engineering and computer sciences. This field is steadily growing especially with the advent of novel machine learning algorithms being applied to different domains of engineering and technology. The series brings together leading researchers that intend to continue to advance the fi eld and create a broad knowledge about the most recent research.
530 _aIssued also in print.
538 _aMode of access: Internet via World Wide Web.
546 _aIn English.
588 0 _aDescription based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023)
650 0 _aBig data.
_94174
650 0 _aMachine learning.
_91831
650 0 _aQuantitative research.
_94633
650 4 _aArtificial Intelligence.
_93407
650 4 _aMachine Learning.
_91831
650 4 _aSignal Processing.
_94052
650 7 _aCOMPUTERS / Intelligence (AI) & Semantics.
_2bisacsh
_976918
700 1 _aAdate, Amit,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976919
700 1 _aBhattacharyya, Siddhartha,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976920
700 1 _aBhattacharyya, Siddhartha,
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_976920
700 1 _aBhaumik, Hrishikesh,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976921
700 1 _aBhaumik, Hrishikesh,
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_976921
700 1 _aBick, Markus,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976922
700 1 _aBlesik, Till,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976923
700 1 _aChakraborty, Susanta,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976924
700 1 _aChoudhury, Abantika,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976925
700 1 _aDe, Sourav,
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_976926
700 1 _aDeb, Moumita,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976927
700 1 _aGorbachev, S. V.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976928
700 1 _aHenesey, Lawrence,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976929
700 1 _aHo, Chiung Ching,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976930
700 1 _aMishra, Deepak,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976931
700 1 _aMukherjee, Anirban,
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_976932
700 1 _aMurawski, Matthias,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976933
700 1 _aNirala, Satish,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976934
700 1 _aPonraj, D. Narain,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976935
700 1 _aSagayam, K. Martin,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976936
700 1 _aSur, Surangam,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976937
700 1 _aTripathy, B. K.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976938
700 1 _aVasanth, X. Ajay,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976939
700 1 _aVurucu, Murat,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976940
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tDG Plus DeG Package 2019 Part 1
_z9783110762464
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tDG Plus eBook-Package 2019
_z9783110719567
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE COMPLETE DG 2019 English
_z9783110616859
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE COMPLETE 2018 English
_z9783110604252
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE COMPLETE 2018
_z9783110603255
_oZDB-23-DGG
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE Engineering, Computer Sciences 2018 English
_z9783110604023
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE Engineering, Computer Sciences 2018
_z9783110603118
_oZDB-23-DEI
776 0 _cEPUB
_z9783110550771
776 0 _cprint
_z9783110550320
856 4 0 _uhttps://doi.org/10.1515/9783110551433
856 4 0 _uhttps://www.degruyter.com/isbn/9783110551433
856 4 2 _3Cover
_uhttps://www.degruyter.com/document/cover/isbn/9783110551433/original
912 _a978-3-11-060402-3 EBOOK PACKAGE Engineering, Computer Sciences 2018 English
_b2018
912 _a978-3-11-060425-2 EBOOK PACKAGE COMPLETE 2018 English
_b2018
912 _a978-3-11-061685-9 EBOOK PACKAGE COMPLETE DG 2019 English
_b2019
912 _a978-3-11-071956-7 DG Plus eBook-Package 2019
_b2019
912 _a978-3-11-076246-4 DG Plus DeG Package 2019 Part 1
_b2019
912 _aEBA_BACKALL
912 _aEBA_CL_CHCOMSGSEN
912 _aEBA_DGALL
912 _aEBA_EBACKALL
912 _aEBA_EBKALL
912 _aEBA_ECL_CHCOMSGSEN
912 _aEBA_EEBKALL
912 _aEBA_ESTMALL
912 _aEBA_STMALL
912 _aGBV-deGruyter-alles
912 _aPDA12STME
912 _aPDA13ENGE
912 _aPDA18STMEE
912 _aPDA5EBK
912 _aZDB-23-DEI
_b2018
912 _aZDB-23-DGG
_b2017
942 _cEBK
999 _c84492
_d84492