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9th BDA 2021: Virtual Event - Astronomy, Science, and Engineering
- Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla
:
Big-Data-Analytics in Astronomy, Science, and Engineering - 9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7-9, 2021, Proceedings. Lecture Notes in Computer Science 13167, Springer 2022, ISBN 978-3-030-96599-0
Data Science: Systems
- Pooja Bassin
Big Data Management for Policy Support in Sustainable Development. 3-15 - Matthew R. Leyden
Development of the Research Data Archive at OIST. 16-25 - Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla:
Symbolic Regression for Interpretable Scientific Discovery. 26-40 - Koichi Kiyokawa
A Front-End Framework Selection Assistance System with Customizable Quantification Indicators Based on Analysis of Repository and Community Data. 41-55
Data Science: Architectures
- Niharika Sravan, Matthew J. Graham, Christoffer Fremling, Michael W. Coughlin:
Autonomous Real-Time Science-Driven Follow-up of Survey Transients. 59-72 - Kana Moriwaki
Deep Learning Application for Reconstruction of Large-Scale Structure of the Universe. 73-82 - Georgii Mola Bogdan
Identification of Distinctive Behavior Patterns of Bots and Human Teams in Soccer. 83-92 - Naoki Yoshida
Cosmic Density Field Reconstruction with a Sparsity Prior Using Images of Distant Galaxies. 93-99
Big Data Analytics in Domain-Specific Systems
- Vijayant Pawar, Anil Kumar Patel, Shelly Sachdeva:
Blockchain-Enabled System for Interoperable Healthcare. 103-121 - Michal Kortala
Skin Cancer Recognition for Low Resolution Images. 122-148 - Mayank Deep Khare
Forecasting AQI Data with IoT Enabled Indoor Air Quality Monitoring System. 149-158 - Neha Bansal, Kanika Soni, Shelly Sachdeva:
Journey of Database Migration from RDBMS to NoSQL Data Stores. 159-177
Information Interchange of Web Data Resources
- Amelia Badica
Cascaded Anomaly Detection with Coarse Sampling in Distributed Systems. 181-200 - Sandeep Varma, Arunanshu Pandey, Shivam, Soham Das, Soumya Deep Roy
Video Indexing System Based on Multimodal Information Extraction Using Combination of ASR and OCR. 201-208 - Sonia Deshmukh
GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced Logs. 209-218 - Jaisal Singh
Experimenting with Assamese Handwritten Character Recognition. 219-229
Business Analytics
- Daiki Takao, Kento Sugiura, Yoshiharu Ishikawa:
Approximate Fault-Tolerant Data Stream Aggregation for Edge Computing. 233-244 - Yuvaraj S.
Internet of Things Integrated with Multi-level Authentication for Secured IoT Data Stream Through TLS/SSL Layer. 245-258 - Parmeet Kaur:
Enhanced Bond Energy Algorithm for Vertical Fragmentation of IoT Data in a Fog Environment. 259-267 - Tianjia Ni, Kento Sugiura, Yoshiharu Ishikawa, Kejing Lu:
Approximate Query Processing with Error Guarantees. 268-278
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