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Big-Data-Analytics in Astronomy, Science, and Engineering : 9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7–9, 2021, Proceedings / edited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla.
SpringerLink Books Lecture Notes In Computer Science (LNCS) (1997-2024) Available online
View online- Format:
- Book
- Series:
- Information Systems and Applications, incl. Internet/Web, and HCI, 2946-1642 ; 13167
- Language:
- English
- Subjects (All):
- Data mining.
- Computer engineering.
- Computer networks.
- Application software.
- Machine learning.
- Data Mining and Knowledge Discovery.
- Computer Engineering and Networks.
- Computer and Information Systems Applications.
- Machine Learning.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Computer Engineering and Networks.
- Computer and Information Systems Applications.
- Machine Learning.
- Physical Description:
- 1 online resource (283 pages)
- Edition:
- 1st ed. 2022.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- Summary:
- 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.
- Contents:
- 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. .
- Notes:
- Includes index.
- Other Format:
- Print version: Sachdeva, Shelly Big-Data-Analytics in Astronomy, Science, and Engineering
- ISBN:
- 3-030-96600-3
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