東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Big data - BigData 2020 = 9th Intern...

BigData (Conference) (2020 :)

Linked to FindBook

Google Book

Amazon

博客來

Big data - BigData 2020 = 9th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Big data - BigData 2020/ edited by Surya Nepal ... [et al.].
Reminder of title:	9th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020 : proceedings /
remainder title:	BigData 2020
other author:	Nepal, Surya.
corporate name:	BigData (Conference)
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xiv, 254 p. :ill., digital ;24 cm.
[NT 15003449]:	Research Track -- Entropy-based Approach to Efficient Cleaning of Big Data in Hierarchical Databases -- A Performance Prediction Model for Spark Applications -- Predicting the DJIA with news headlines and historic data using hybrid genetic algorithm/support vector regression and BERT -- Big Data Applications on Large-Scale Infrastructures -- Fake News Classification of Social Media through Sentiment Analysis -- Scalable reference genome assembly from compressed pan-genome index with Spark -- A Web Application for Feral Cat Recognition through Deep Learning -- MCF：Towards Window-based Multiple Cuckoo Filters in Stream Computing -- A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems -- Ensemble learning for heterogeneous missing data imputation -- Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer Churn -- The collaborative influence of multiple interactions on successive POI recommendation -- Application Track -- Chemical XAI to Discover Probable Compounds' Spaces based on Mixture of Multiple Mutated Exemplars and Bioassay Existence Ratio -- Clinical Trials Data Management in the Big Data Era -- Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches -- Heavy Vehicle Classification through Deep Learning -- Short Paper Track -- Spatial Association Pattern Mining using In-Memory Computational Framework -- Dissecting Biological Functions for BRCA Genes and their Targeting MicroRNAs within Eight Clusters.
Contained By:	Springer Nature eBook
Subject:	Big data - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-030-59612-5
ISBN:	9783030596125

Big data - BigData 2020 = 9th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020 : proceedings /
Big data - BigData 20209th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020 : proceedings /[electronic resource] :BigData 2020edited by Surya Nepal ... [et al.]. - Cham :Springer International Publishing :2020. - xiv, 254 p. :ill., digital ;24 cm. - Lecture notes in computer science,124020302-9743 ;. - Lecture notes in computer science ;12402..

Research Track -- Entropy-based Approach to Efficient Cleaning of Big Data in Hierarchical Databases -- A Performance Prediction Model for Spark Applications -- Predicting the DJIA with news headlines and historic data using hybrid genetic algorithm/support vector regression and BERT -- Big Data Applications on Large-Scale Infrastructures -- Fake News Classification of Social Media through Sentiment Analysis -- Scalable reference genome assembly from compressed pan-genome index with Spark -- A Web Application for Feral Cat Recognition through Deep Learning -- MCF：Towards Window-based Multiple Cuckoo Filters in Stream Computing -- A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems -- Ensemble learning for heterogeneous missing data imputation -- Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer Churn -- The collaborative influence of multiple interactions on successive POI recommendation -- Application Track -- Chemical XAI to Discover Probable Compounds' Spaces based on Mixture of Multiple Mutated Exemplars and Bioassay Existence Ratio -- Clinical Trials Data Management in the Big Data Era -- Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches -- Heavy Vehicle Classification through Deep Learning -- Short Paper Track -- Spatial Association Pattern Mining using In-Memory Computational Framework -- Dissecting Biological Functions for BRCA Genes and their Targeting MicroRNAs within Eight Clusters.

This book constitutes the proceedings of the 9th International Conference on Big Data, BigData 2020, held as part of SCF 2020, during September 18-20, 2020. The conference was planned to take place in Honolulu, HI, USA and was changed to a virtual format due to the COVID-19 pandemic. The 16 full and 3 short papers presented were carefully reviewed and selected from 52 submissions. The topics covered are Big Data Architecture, Big Data Modeling, Big Data As A Service, Big Data for Vertical Industries (Government, Healthcare, etc.), Big Data Analytics, Big Data Toolkits, Big Data Open Platforms, Economic Analysis, Big Data for Enterprise Transformation, Big Data in Business Performance Management, Big Data for Business Model Innovations and Analytics, Big Data in Enterprise Management Models and Practices, Big Data in Government Management Models and Practices, and Big Data in Smart Planet Solutions.

ISBN: 9783030596125

Standard No.: 10.1007/978-3-030-59612-5doiSubjects--Topical Terms:

3166510
Big data
--Congresses.

LC Class. No.: QA76.9.B45 / B54 2020

Dewey Class. No.: 005.7

Big data - BigData 2020 = 9th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020 : proceedings /
LDR:03804nmm a2200373 a 4500 001 2243593
003 DE-He213
005 20200917144747.0
006 m d
007 cr nn 008maaau
008 211207s2020 sz s 0 eng d
020 $a 9783030596125 $q (electronic bk.)
020 $a 9783030596118 $q (paper)
024 7 $a 10.1007/978-3-030-59612-5 $2 doi
035 $a 978-3-030-59612-5
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.B45 $b B54 2020
072 7 $a UN $2 bicssc
072 7 $a COM021000 $2 bisacsh
072 7 $a UN $2 thema
082 0 4 $a 005.7 $2 23
090 $a QA76.9.B45 $b B592 2020
111 2 $a BigData (Conference) $n (9th : $d 2020 : $c Online) $3 3503768
245 1 0 $a Big data - BigData 2020 $h [electronic resource] : $b 9th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020 : proceedings / $c edited by Surya Nepal ... [et al.].
246 3 $a BigData 2020
246 3 $a SCF 2020
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xiv, 254 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 12402
490 1 $a Information systems and applications, incl. internet/web, and HCI
505 0 $a Research Track -- Entropy-based Approach to Efficient Cleaning of Big Data in Hierarchical Databases -- A Performance Prediction Model for Spark Applications -- Predicting the DJIA with news headlines and historic data using hybrid genetic algorithm/support vector regression and BERT -- Big Data Applications on Large-Scale Infrastructures -- Fake News Classification of Social Media through Sentiment Analysis -- Scalable reference genome assembly from compressed pan-genome index with Spark -- A Web Application for Feral Cat Recognition through Deep Learning -- MCF：Towards Window-based Multiple Cuckoo Filters in Stream Computing -- A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems -- Ensemble learning for heterogeneous missing data imputation -- Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer Churn -- The collaborative influence of multiple interactions on successive POI recommendation -- Application Track -- Chemical XAI to Discover Probable Compounds' Spaces based on Mixture of Multiple Mutated Exemplars and Bioassay Existence Ratio -- Clinical Trials Data Management in the Big Data Era -- Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches -- Heavy Vehicle Classification through Deep Learning -- Short Paper Track -- Spatial Association Pattern Mining using In-Memory Computational Framework -- Dissecting Biological Functions for BRCA Genes and their Targeting MicroRNAs within Eight Clusters.
520 $a This book constitutes the proceedings of the 9th International Conference on Big Data, BigData 2020, held as part of SCF 2020, during September 18-20, 2020. The conference was planned to take place in Honolulu, HI, USA and was changed to a virtual format due to the COVID-19 pandemic. The 16 full and 3 short papers presented were carefully reviewed and selected from 52 submissions. The topics covered are Big Data Architecture, Big Data Modeling, Big Data As A Service, Big Data for Vertical Industries (Government, Healthcare, etc.), Big Data Analytics, Big Data Toolkits, Big Data Open Platforms, Economic Analysis, Big Data for Enterprise Transformation, Big Data in Business Performance Management, Big Data for Business Model Innovations and Analytics, Big Data in Enterprise Management Models and Practices, Big Data in Government Management Models and Practices, and Big Data in Smart Planet Solutions.
650 0 $a Big data $v Congresses. $3 3166510
650 1 4 $a Big Data. $3 3134868
650 2 4 $a Computer Appl. in Social and Behavioral Sciences. $3 892702
650 2 4 $a Computers and Education. $3 892757
650 2 4 $a Information Systems and Communication Service. $3 891044
650 2 4 $a Computer Systems Organization and Communication Networks. $3 891212
700 1 $a Nepal, Surya. $3 2055139
710 2 $a Services Conference Federation. $b Conference $d (2020 : $c Online) $3 3503735
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 12402. $3 3503769
830 0 $a Information systems and applications, incl. internet/web, and HCI. $3 3382505
856 4 0 $u https://doi.org/10.1007/978-3-030-59612-5
950 $a Computer Science (SpringerNature-11645)