LEADER 04943nam 22007575 450 001 996546845303316 005 20230201032054.0 010 $a981-19-5723-1 024 7 $a10.1007/978-981-19-5723-9 035 $a(MiAaPQ)EBC7188519 035 $a(Au-PeEL)EBL7188519 035 $a(CKB)26076457200041 035 $a(DE-He213)978-981-19-5723-9 035 $a(PPN)268206430 035 $a(EXLCZ)9926076457200041 100 $a20230201d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDeep Learning Technologies for the Sustainable Development Goals$b[electronic resource] $eIssues and Solutions in the Post-COVID Era /$fedited by Virender Kadyan, T. P. Singh, Chidiebere Ugwu 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (254 pages) 225 1 $aAdvanced Technologies and Societal Change,$x2191-6861 311 08$aPrint version: Kadyan, Virender Deep Learning Technologies for the Sustainable Development Goals Singapore : Springer,c2023 9789811957222 320 $aIncludes bibliographical references and index. 327 $aHow Deep Learning can help in Regulating the Subscription Economy to Ensure Sustainable Consumption and Production Patterns (12th goal of SDGs) -- Deep Technologies using Big Data in: Energy and Waste Management -- QoS aware service provisioning and resource distribution in 4G/5G heterogeneous networks -- Leveraging Fog Computing for Healthcare -- Intelligent self-tuning control design for wastewater treatment plant based on PID and Model Predictive methods -- Impact of Deep learning models for technology sustainability in tourism using Big data analytics -- Study of UAV Management Using Cloud Based Systems -- Contemporary Role of Blockchain in Industry 4.0 -- SDGs Laid Down by UN 2030 Document -- Healthcare 4P: Systematic Review of Applications of Decentralized Trust using Blockchain Technology -- Implementation of An IOT Based Water And Disaster Management System By Using Hybrid Classification Approach -- Knowledge Representation to Expound Deep -- Learning Black Box -- Ann : Concept And Application In Brain Tumor Segmentation -- Automation Of Brain Tumor Segmentation Using Deep Learning -- Transportation Management using IoT Deep Learning to Predict various Traffic States. 330 $aThis book provides insights into deep learning techniques that impact the implementation strategies toward achieving the Sustainable Development Goals (SDGs) laid down by the United Nations for its 2030 agenda, elaborating on the promises, limits, and the new challenges. It also covers the challenges, hurdles, and opportunities in various applications of deep learning for the SDGs. A comprehensive survey on the major applications and research, based on deep learning techniques focused on SDGs through speech and image processing, IoT, security, AR-VR, formal methods, and blockchain, is a feature of this book. In particular, there is a need to extend research into deep learning and its broader application to many sectors and to assess its impact on achieving the SDGs. The chapters in this book help in finding the use of deep learning across all sections of SDGs. The rapid development of deep learning needs to be supported by the organizational insight and oversight necessary for AI-based technologies in general; hence, this book presents and discusses the implications of how deep learning enables the delivery agenda for sustainable development. 410 0$aAdvanced Technologies and Societal Change,$x2191-6861 606 $aComputational intelligence 606 $aBlockchains (Databases) 606 $aSustainability 606 $aQuantitative research 606 $aArtificial intelligence 606 $aInternet of things 606 $aComputational Intelligence 606 $aBlockchain 606 $aSustainability 606 $aData Analysis and Big Data 606 $aArtificial Intelligence 606 $aInternet of Things 615 0$aComputational intelligence. 615 0$aBlockchains (Databases). 615 0$aSustainability. 615 0$aQuantitative research. 615 0$aArtificial intelligence. 615 0$aInternet of things. 615 14$aComputational Intelligence. 615 24$aBlockchain. 615 24$aSustainability. 615 24$aData Analysis and Big Data. 615 24$aArtificial Intelligence. 615 24$aInternet of Things. 676 $a006.31 702 $aSingh$b T. P. 702 $aUgwu$b Chidiebere 702 $aKadyan$b Virender 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996546845303316 996 $aDeep Learning Technologies for the Sustainable Development Goals$93303430 997 $aUNISA