國立高雄大學圖資館 |

Language: English

Back

The recent advances in transdisciplinary data sciencefirst Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25-26, 2022 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	The recent advances in transdisciplinary data scienceedited by Henry Han, Erich Baker.
Reminder of title:	first Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25-26, 2022 : revised selected papers /
remainder title:	SDSC 2022
other author:	Han, Henry.
corporate name:
Published:	Cham :Springer Nature Switzerland :2022.
Description:	xii, 227 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Big dataCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-23387-6
ISBN:	9783031233876$q(electronic bk.)

The recent advances in transdisciplinary data sciencefirst Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25-26, 2022 : revised selected papers /
The recent advances in transdisciplinary data sciencefirst Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25-26, 2022 : revised selected papers /[electronic resource] :SDSC 2022edited by Henry Han, Erich Baker. - Cham :Springer Nature Switzerland :2022. - xii, 227 p. :ill., digital ;24 cm. - Communications in computer and information science,17251865-0937 ;. - Communications in computer and information science ;229..

Business and social data science -- Forecasting stock excess returns with SEC 8-K filings -- A Fast Initial Response Approach to Sequential Financial Surveillance -- Evaluation of High-value patents in the reverse innovation: a theory and case study from China -- Research on the influence of different fairness reference points on the supply chain enterprises -- Health and biological data science -- EGRE: calculating enrichment between genomic regions -- THSLRR: a low-rank subspace clustering method based on tired random walk similarity and hypergraph regularization constraints -- Traceability analysis of Feng-Flavour Daqu in China -- Visualization of Functional Assignment of Disease Genes and Mutations -- Applied data science, artificial intelligence and data engineering -- Characterizing In-situ Solar Wind Observations Using Clustering Methods -- An improved capsule network for speech emotion recognition -- Distributed Query Processing and Reasoning Over Linked Big Data -- Normal equilibrium fluctuations from chaotic trajectories: Coupled logistic maps -- Matching Code Patterns Across Programming Languages -- Partitionable Programs using Tyro V2 -- Analyzing Technical Debt by Mapping Production Logs with Source Code -- EB-FedAvg: Personalized and training efficient Federated Learning with Early-Bird Tickets.

This book constitutes the refereed proceedings of the First Southwest Data Science Conference, on The Recent Advances in Transdisciplinary Data Science, SDSC 2022, held in Waco, TX, USA, during March 25-26, 2022. The 14 full papers and 2 short papers included in this book were carefully reviewed and selected from 72 submissions. They were organized in topical sections as follows: Business and social data science; Health and biological data science; Applied data science, artificial intelligence, and data engineering.

ISBN: 9783031233876$q(electronic bk.)

Standard No.: 10.1007/978-3-031-23387-6doiSubjects--Topical Terms:

592065
Big data
--Congresses.

LC Class. No.: QA76.9.B45

Dewey Class. No.: 005.7

The recent advances in transdisciplinary data sciencefirst Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25-26, 2022 : revised selected papers /
LDR:03056nmm a2200349 a 4500 001 634472
003 DE-He213
005 20230128074957.0
006 m d
007 cr nn 008maaau
008 230529s2022 sz s 0 eng d
020 $a 9783031233876$q(electronic bk.)
020 $a 9783031233869$q(paper)
024 7 $a 10.1007/978-3-031-23387-6 $2 doi
035 $a 978-3-031-23387-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.B45
072 7 $a UK $2 bicssc
072 7 $a COM069000 $2 bisacsh
072 7 $a UK $2 thema
082 0 4 $a 005.7 $2 23
090 $a QA76.9.B45 $b S728 2022
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 4 $a The recent advances in transdisciplinary data science $h [electronic resource] : $b first Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25-26, 2022 : revised selected papers / $c edited by Henry Han, Erich Baker.
246 3 $a SDSC 2022
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2022.
300 $a xii, 227 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 1725
505 0 $a Business and social data science -- Forecasting stock excess returns with SEC 8-K filings -- A Fast Initial Response Approach to Sequential Financial Surveillance -- Evaluation of High-value patents in the reverse innovation: a theory and case study from China -- Research on the influence of different fairness reference points on the supply chain enterprises -- Health and biological data science -- EGRE: calculating enrichment between genomic regions -- THSLRR: a low-rank subspace clustering method based on tired random walk similarity and hypergraph regularization constraints -- Traceability analysis of Feng-Flavour Daqu in China -- Visualization of Functional Assignment of Disease Genes and Mutations -- Applied data science, artificial intelligence and data engineering -- Characterizing In-situ Solar Wind Observations Using Clustering Methods -- An improved capsule network for speech emotion recognition -- Distributed Query Processing and Reasoning Over Linked Big Data -- Normal equilibrium fluctuations from chaotic trajectories: Coupled logistic maps -- Matching Code Patterns Across Programming Languages -- Partitionable Programs using Tyro V2 -- Analyzing Technical Debt by Mapping Production Logs with Source Code -- EB-FedAvg: Personalized and training efficient Federated Learning with Early-Bird Tickets.
520 $a This book constitutes the refereed proceedings of the First Southwest Data Science Conference, on The Recent Advances in Transdisciplinary Data Science, SDSC 2022, held in Waco, TX, USA, during March 25-26, 2022. The 14 full papers and 2 short papers included in this book were carefully reviewed and selected from 72 submissions. They were organized in topical sections as follows: Business and social data science; Health and biological data science; Applied data science, artificial intelligence, and data engineering.
650 0 $a Big data $v Congresses. $3 592065
650 0 $a Artificial intelligence $3 252958
650 0 $a Database management $3 253546
650 1 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Mathematics of Computing. $3 273710
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 2 4 $a Computer Communication Networks. $3 218087
650 2 4 $a Computer and Information Systems Applications. $3 913125
700 1 $a Han, Henry. $3 877182
700 1 $a Baker, Erich. $3 940888
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-3-031-23387-6
950 $a Computer Science (SpringerNature-11645)