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020 _a9783030325879
_9978-3-030-32587-9
024 7 _a10.1007/978-3-030-32587-9
_2doi
050 4 _aQA76.9.B45
072 7 _aUN
_2bicssc
072 7 _aCOM021000
_2bisacsh
072 7 _aUN
_2thema
082 0 4 _a005.7
_223
245 1 0 _aData Management and Analysis
_h[electronic resource] :
_bCase Studies in Education, Healthcare and Beyond /
_cedited by Reda Alhajj, Mohammad Moshirpour, Behrouz Far.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aVIII, 260 p. 112 illus., 82 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 Big Data,
_x2197-6511 ;
_v65
505 0 _aChapter1: Leveraging protection and efficiency of query answering in heterogenous RDF data by a view layer -- Chapter2: Big Data Analytics of Healthcare Tweets for Opinion Mining on Physician Assistants -- Chapter3: An Introductory Multidisciplinary Data Science Course Incorporating Experiential Learning -- Chapter4: Homogenous Vs. Heterogeneous Distributed Data Clustering: A Taxonomy -- Chapter5: Order acceptance policy for make-to-order supply chain -- Chapter6: Importance of Data Analytics for Improving Teaching and Learning Methods -- Chapter7: Prediction Model for Prevalence of Type-2 Diabetes Mellitus Complications Using Machine Learning Approach -- Chapter8: Face Reconstruction from profile to frontal evaluation of face recognition -- Chapter9: A Data Management Scheme for Micro-Level Modular Computation-intensive Programs in Big Data Platforms -- Chapter10: A Vertical Breadth-First Multilevel Path Algorithm to Find All Paths in a Graph -- Chapter11: Workflow Provenance for Big Data: From Modelling to Reporting -- Chapter12: A Perspective on “Working with Data” Curriculum Development -- Chapter13: Approaches for Early Detection of Glaucoma using Retinal Images: A Performance Analysis -- Chapter14: Binary Thermal Exchange Optimization for Feature Selection.
520 _aData management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent complexity within data management and analysis. This edited volume contains practical case studies, and will appeal to students, researchers and professionals working in data management and analysis in the business, education, healthcare, and bioinformatics areas. .
650 0 _aBig data.
_94174
650 0 _aEngineering—Data processing.
_931556
650 0 _aMedical informatics.
_94729
650 0 _aEducational technology.
_924353
650 0 _aQuantitative research.
_94633
650 0 _aSociology—Methodology.
_942127
650 1 4 _aBig Data.
_94174
650 2 4 _aData Engineering.
_932525
650 2 4 _aHealth Informatics.
_931799
650 2 4 _aDigital Education and Educational Technology.
_933307
650 2 4 _aData Analysis and Big Data.
_945081
650 2 4 _aSociological Methods.
_942128
700 1 _aAlhajj, Reda.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945082
700 1 _aMoshirpour, Mohammad.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945083
700 1 _aFar, Behrouz.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945084
710 2 _aSpringerLink (Online service)
_945085
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030325862
776 0 8 _iPrinted edition:
_z9783030325886
776 0 8 _iPrinted edition:
_z9783030325893
830 0 _aStudies in Big Data,
_x2197-6511 ;
_v65
_945086
856 4 0 _uhttps://doi.org/10.1007/978-3-030-32587-9
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c77616
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