Big-Data-Analytics in Astronomy, Science, and Engineering  9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7-9, 2021, Proceedings /  [electronic resource] : 
edited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla. 
 - 1st ed. 2022. 
 - XIII, 279 p. 123 illus., 101 illus. in color.  online resource. 
 - Information Systems and Applications, incl. Internet/Web, and HCI,  13167  2946-1642 ; .
 - Information Systems and Applications, incl. Internet/Web, and HCI,  13167 .
<br/><br/>Data 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. . 
<br/><br/> This 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. 
<br/><br/><label>ISBN: </label>9783030966003 
<br/><br/><label>Standard No.: </label>10.1007/978-3-030-96600-3  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Data mining.<br/>Computer engineering.<br/>Computer networks .<br/>Application software.<br/>Machine learning.<br/>Data Mining and Knowledge Discovery.<br/>Computer Engineering and Networks.<br/>Computer and Information Systems Applications.<br/>Computer and Information Systems Applications.<br/>Machine Learning.
<br/><br/><label>LC Class. No.: </label>QA76.9.D343 
<br/><br/><label>Dewey Class. No.: </label>006.312