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082 0 4 _a621.382
_223
245 1 0 _aIntelligent Data Communication Technologies and Internet of Things
_h[electronic resource] :
_bProceedings of ICICI 2020 /
_cedited by Jude Hemanth, Robert Bestak, Joy Iong-Zong Chen.
250 _a1st ed. 2021.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2021.
300 _aXIX, 891 p. 443 illus., 302 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 on Data Engineering and Communications Technologies,
_x2367-4520 ;
_v57
505 0 _aA Semi-supervised Learning Approach for Complex Information Networks -- Preventing Fake Accounts on Social Media using Face Recognition based on Convolutional Neural Network -- Feature-wise Opinion Summarization of Consumer Reviews using Domain Ontology -- Robust Automated Machine Learning (AutoML) System for Early Stage Hepatic Disease Detection -- Analytical Classification of Sybil Attack Detection Techniques -- Smart and Autonomous Door Unlocking System Using Face Detection and Recognition -- Early Detection of Diabetes by Iris Image Analysis -- A New Avenue to the Reciprocity Axioms of Multidimensional DHT through those of the Multidimensional DFT -- Automated Surveillance Security System using Facial Recognition for Homes and Offices.
520 _aThis book solicits the innovative research ideas and solutions for almost all the intelligent data intensive theories and application domains. The proliferation of various mobile and wireless communication networks has paved way to foster a high demand for intelligent data processing and communication technologies. The potential of data in wireless mobile networks is enormous, and it constitutes to improve the communication capabilities profoundly. As the networking and communication applications are becoming more intensive, the management of data resources and its flow between various storage and computing resources are posing significant research challenges to both ICT and data science community. The general scope of this book covers the design, architecture, modeling, software, infrastructure and applications of intelligent communication architectures and systems for big data or data-intensive applications. In particular, this book reports the novel and recent research works on big data, mobile and wireless networks, artificial intelligence, machine learning, social network mining, intelligent computing technologies, image analysis, robotics and autonomous systems, data security and privacy. .
650 0 _aTelecommunication.
_910437
650 0 _aComputer networks .
_931572
650 0 _aArtificial intelligence.
_93407
650 1 4 _aCommunications Engineering, Networks.
_931570
650 2 4 _aComputer Communication Networks.
_950016
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aHemanth, Jude.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_950017
700 1 _aBestak, Robert.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_950018
700 1 _aChen, Joy Iong-Zong.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_950019
710 2 _aSpringerLink (Online service)
_950020
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811595080
776 0 8 _iPrinted edition:
_z9789811595103
830 0 _aLecture Notes on Data Engineering and Communications Technologies,
_x2367-4520 ;
_v57
_950021
856 4 0 _uhttps://doi.org/10.1007/978-981-15-9509-7
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c78512
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