LEADER 04946nam 22007215 450 001 9910547296903321 005 20230204071159.0 010 $a3-030-96600-3 024 7 $a10.1007/978-3-030-96600-3 035 $a(MiAaPQ)EBC6891934 035 $a(Au-PeEL)EBL6891934 035 $a(CKB)21250674700041 035 $a(DE-He213)978-3-030-96600-3 035 $a(PPN)260825476 035 $a(EXLCZ)9921250674700041 100 $a20220217d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig-Data-Analytics in Astronomy, Science, and Engineering $e9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7?9, 2021, Proceedings /$fedited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (283 pages) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v13167 300 $aIncludes index. 311 08$aPrint version: Sachdeva, Shelly Big-Data-Analytics in Astronomy, Science, and Engineering Cham : Springer International Publishing AG,c2022 9783030965990 327 $aData Science: Systems -- Big Data Management for Policy Support in Sustainable Development -- Development of the Research Data Archive at OIST -- Symbolic Regression and Graph Neural Networks for Interpretable Scientic Discovery -- A front-end framework selection assistance system with customizable quantification indicators based on analysis of repository and community data -- DATA SCIENCE: Architectures -- Autonomous real-time science-driven follow-up of survey transients -- Deep Learning Application for Reconstruction of Large-Scale Structure of the Universe -- Identification of Distinctive Behavior Patterns of Bots and Human Teams in Soccer -- Cosmic density field reconstruction with a sparsity prior using images of distant galaxies -- Big Data Analytics in Domain-Specific Systems -- Blockchain Enabled System for Interoperable Healthcare -- Skin cancer recognition for low resolution images -- Forecasting AQI data with IoT Enabled Indoor Air Quality Monitoring System -- Journey of Database Migration From RDBMS to NoSQL Data Stores -- Information Interchange of Web Data Resources -- Cascaded Anomaly Detection with Coarse Sampling in Distributed Systems -- Video Indexing System based on Multimodal Information Extraction using combination of ASR and OCR -- GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced logs -- Experimenting with Assamese Handwritten Character Recognition -- Business Analytics -- Approximate Fault-tolerant Data Stream Aggregation for Edge Computing -- Internet of Things Integrated with Multi-level Authentication for Secured IoT Data Stream through TLS/SSL Layer -- Enhanced Bond Energy Algorithm for Vertical Fragmentation of IoT Data in a Fog Environment -- Approximate Query Processing with Error Guarantees. . 330 $aThis book constitutes the proceedings of the 9th International Conference on Big Data Analytics, BDA 2021, which took place virtually during December 7?9, 2021. The 15 full papers and 1 short paper included in this volume were carefully reviewed and selected from 60 submissions. They were organized in topical sections as follows: Data science: systems; data science: architectures; big data analytics in healthcare support systems, information interchange of web data resources; and business analytics. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v13167 606 $aData mining 606 $aComputer engineering 606 $aComputer networks 606 $aApplication software 606 $aMachine learning 606 $aData Mining and Knowledge Discovery 606 $aComputer Engineering and Networks 606 $aComputer and Information Systems Applications 606 $aComputer and Information Systems Applications 606 $aMachine Learning 615 0$aData mining. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aApplication software. 615 0$aMachine learning. 615 14$aData Mining and Knowledge Discovery. 615 24$aComputer Engineering and Networks. 615 24$aComputer and Information Systems Applications. 615 24$aComputer and Information Systems Applications. 615 24$aMachine Learning. 676 $a006.312 676 $a006.312 702 $aWatanobe$b Yutaka 702 $aSachdeva$b Shelly 702 $aBhalla$b Subhash$f1956- 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910547296903321 996 $aBig-data-analytics in astronomy, science, and engineering$92920123 997 $aUNINA