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E-grāmata: Big-Data-Analytics in Astronomy, Science, and Engineering: 9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7-9, 2021, Proceedings

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13167
  • Izdošanas datums: 17-Feb-2022
  • Izdevniecība: Springer Nature Switzerland AG
  • Valoda: eng
  • ISBN-13: 9783030966003
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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, ProceedingsPalielināt
  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13167
  • Izdošanas datums: 17-Feb-2022
  • Izdevniecība: Springer Nature Switzerland AG
  • Valoda: eng
  • ISBN-13: 9783030966003
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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.

Data Science: Systems
Big Data Management for Policy Support in Sustainable Development
3(13)
Pooja Bassin
Niharika Sri Parasa
Srinath Srinivasa
Sridhar Mandyam
Development of the Research Data Archive at OIST
16(10)
Matthew R. Leyden
Nicholas M. Luscombe
Milind Purohit
Symbolic Regression for Interpretable Scientific Discovery
26(15)
Nour Makke
Mohammad Amin Sadeghi
Sanjay Chawla
A Front-End Framework Selection Assistance System with Customizable
Quantification Indicators Based on Analysis of Repository and Community Data
41(18)
Koichi Kiyokawa
Qun Jin
Data Science: Architectures
Autonomous Real-Time Science-Driven Follow-up of Survey Transients
59(14)
Niharika Sravan
Matthew J. Graham
Christoffer Fremling
Michael W. Coughlin
Deep Learning Application for Reconstruction of Large-Scale Structure of the Universe
73(10)
Kana Moriwaki
Identification of Distinctive Behavior Patterns of Bots and Human Teams in Soccer
83(10)
Georgii Mola Bogdan
Maxim Mozgovoy
Cosmic Density Field Reconstruction with a Sparsity Prior Using Images of Distant Galaxies
93(10)
Naoki Yoshida
Xiangchong Li
Big Data Analytics in Domain-Specific Systems
Blockchain-Enabled System for Interoperable Healthcare
103(19)
Vijayant Pawar
Anil Kumar Patel
Shelly Sachdeva
Skin Cancer Recognition for Low Resolution Images
122(27)
Michal Kortala
Tatiana Jaworska
Maria Ganzha
Martin Paprzycki
Forecasting AQI Data with IoT Enabled Indoor Air Quality Monitoring System
149(10)
Mayank Deep Khare
Kumar Satyam Sagar
Shelly Sachdeva
Chandra Prakash
Journey of Database Migration from RDBMS to NoSQL Data Stores
159(22)
Neha Bansal
Kanika Soni
Shelly Sachdeva
Information Interchange of Web Data Resources
Cascaded Anomaly Detection with Coarse Sampling in Distributed Systems
181(20)
Amelia Badica
Costin Badica
Marek Bolanowski
Stefka Fidanova
Maria Ganzha
Stanislav Harizanov
Mirjana Ivanovic
Ivan Lirkov
Martin Paprzycki
Andrzej Paszkiewicz
Kacper Tomczyk
Video Indexing System Based on Multimodal Information Extraction Using Combination of ASR and OCR
201(8)
Sandeep Varma
Arunanshu Pandey
Shivam
Soham Das
Soumya Deep Roy
GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced Logs
209(10)
Sonia Deshmukh
Shikha Gupta
Naveen Kumar
Experimenting with Assamese Handwritten Character Recognition
219(14)
Jaisal Singh
Srinivasan Natesan
Martin Paprzycki
Maria Ganzha
Business Analytics
Approximate Fault-Tolerant Data Stream Aggregation for Edge Computing
233(12)
Daiki Takao
Kento Sugiura
Yoshiharu Ishikawa
Internet of Things Integrated with Multi-level Authentication for Secured IoT Data Stream Through TLS/SSL Layer
245(14)
S. Yuvaraj
M. Manigandan
Vaithiyanathan Dhandapani
R. Saajid
S. Nikhilesh
Enhanced Bond Energy Algorithm for Vertical Fragmentation of IoT Data in a Fog Environment
259(9)
Parmeet Kaur
Approximate Query Processing with Error Guarantees
268(11)
Tianjia Ni
Kento Sugiura
Yoshiharu Ishikawa
Kejing Lu
Author Index 279
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