國立高雄大學圖資館 |

Language: English

Back

Big-data-analytics in astronomy, science, and engineering9th International Conference on Big Data Analytics, BDA 2021, virtual event, December 7-9, 2021 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Big-data-analytics in astronomy, science, and engineeringedited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla.
Reminder of title:	9th International Conference on Big Data Analytics, BDA 2021, virtual event, December 7-9, 2021 : proceedings /
remainder title:	BDA 2021
other author:	Sachdeva, Shelly.
corporate name:
Published:	Cham :Springer International Publishing :2022.
Description:	xiii, 279 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Big dataCongresses.
Online resource:	https://doi.org/10.1007/978-3-030-96600-3
ISBN:	9783030966003$q(electronic bk.)

Big-data-analytics in astronomy, science, and engineering9th International Conference on Big Data Analytics, BDA 2021, virtual event, December 7-9, 2021 : proceedings /
Big-data-analytics in astronomy, science, and engineering9th International Conference on Big Data Analytics, BDA 2021, virtual event, December 7-9, 2021 : proceedings /[electronic resource] :BDA 2021edited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla. - Cham :Springer International Publishing :2022. - xiii, 279 p. :ill., digital ;24 cm. - Lecture notes in computer science,131670302-9743 ;. - Lecture notes in computer science ;4891..

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.

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.

ISBN: 9783030966003$q(electronic bk.)

Standard No.: 10.1007/978-3-030-96600-3doiSubjects--Topical Terms:

592065
Big data
--Congresses.

LC Class. No.: QA76.9.D343 / B33 2021

Dewey Class. No.: 006.312

Big-data-analytics in astronomy, science, and engineering9th International Conference on Big Data Analytics, BDA 2021, virtual event, December 7-9, 2021 : proceedings /
LDR:03667nmm a2200385 a 4500 001 622415
003 DE-He213
005 20220217143344.0
006 m d
007 cr nn 008maaau
008 221209s2022 sz s 0 eng d
020 $a 9783030966003$q(electronic bk.)
020 $a 9783030965990$q(paper)
024 7 $a 10.1007/978-3-030-96600-3 $2 doi
035 $a 978-3-030-96600-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D343 $b B33 2021
072 7 $a UNF $2 bicssc
072 7 $a UYQE $2 bicssc
072 7 $a COM021030 $2 bisacsh
072 7 $a UNF $2 thema
072 7 $a UYQE $2 thema
082 0 4 $a 006.312 $2 23
090 $a QA76.9.D343 $b B364 2021
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Big-data-analytics in astronomy, science, and engineering $h [electronic resource] : $b 9th International Conference on Big Data Analytics, BDA 2021, virtual event, December 7-9, 2021 : proceedings / $c edited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla.
246 3 $a BDA 2021
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xiii, 279 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 13167
490 1 $a Information systems and applications, incl. internet/web, and HCI
505 0 $a 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.
520 $a 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.
650 0 $a Big data $v Congresses. $3 592065
650 0 $a Database management $3 253546
650 0 $a Data mining $v Congresses. $3 380776
650 0 $a Astronomy $x Data processing $v Congresses. $3 884004
650 0 $a Engineering $x Data processing $v Congresses. $3 524399
650 1 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Machine Learning. $3 833608
700 1 $a Sachdeva, Shelly. $3 456626
700 1 $a Watanobe, Yutaka. $3 924204
700 1 $a Bhalla, Subhash. $3 284567
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Information systems and applications, incl. internet/web, and HCI. $3 822022
856 4 0 $u https://doi.org/10.1007/978-3-030-96600-3
950 $a Computer Science (SpringerNature-11645)