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| 245 | 1 | 0 | ▼aBig-Data-Analytics in Astronomy, Science, and Engineering▼h[electronic resource] :▼b9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7–9, 2021, Proceedings /▼cedited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla.▲ |
| 250 | ▼a1st ed. 2022.▲ | ||
| 264 | 1 | ▼aCham :▼bSpringer International Publishing :▼bImprint: Springer,▼c2022.▲ | |
| 300 | ▼aXIII, 279 p. 123 illus., 101 illus. in color.▼bonline resource.▲ | ||
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| 338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
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| 490 | 1 | ▼aInformation Systems and Applications, incl. Internet/Web, and HCI ;▼v13167▲ | |
| 505 | 0 | ▼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. .▲ | |
| 520 | ▼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.▲ | ||
| 650 | 0 | ▼aData mining.▲ | |
| 650 | 0 | ▼aComputer engineering.▲ | |
| 650 | 0 | ▼aComputer networks .▲ | |
| 650 | 0 | ▼aApplication software.▲ | |
| 650 | 0 | ▼aMachine learning.▲ | |
| 650 | 1 | 4 | ▼aData Mining and Knowledge Discovery.▲ |
| 650 | 2 | 4 | ▼aComputer Engineering and Networks.▲ |
| 650 | 2 | 4 | ▼aComputer and Information Systems Applications.▲ |
| 650 | 2 | 4 | ▼aComputer and Information Systems Applications.▲ |
| 650 | 2 | 4 | ▼aMachine Learning.▲ |
| 700 | 1 | ▼aSachdeva, Shelly.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aWatanobe, Yutaka.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aBhalla, Subhash.▼eeditor.▼0(orcid)0000-0002-3294-9013▼1https://orcid.org/0000-0002-3294-9013▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
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| 830 | 0 | ▼aInformation Systems and Applications, incl. Internet/Web, and HCI ;▼v13167▲ | |
| 856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-030-96600-3▲ |
Big-Data-Analytics in Astronomy, Science, and Engineering[electronic resource] : 9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7–9, 2021, Proceedings
자료유형
국외eBook
서명/책임사항
Big-Data-Analytics in Astronomy, Science, and Engineering [electronic resource] : 9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7–9, 2021, Proceedings / edited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla.
판사항
1st ed. 2022.
형태사항
XIII, 279 p. 123 illus., 101 illus. in color. online resource.
총서사항
내용주기
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. .
요약주기
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.
주제
ISBN
9783030966003
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