國立虎尾科技大學 |

Databases Theory and Applications = 32nd Australasian Database Conference, ADC 2021, Dunedin, New Zealand, January 29 – February 5, 2021, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Databases Theory and Applications/ edited by Miao Qiao, Gottfried Vossen, Sen Wang, Lei Li.
其他題名:	32nd Australasian Database Conference, ADC 2021, Dunedin, New Zealand, January 29 – February 5, 2021, Proceedings /
其他作者:	Li, Lei.
面頁冊數:	XII, 221 p. 67 illus., 56 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Machine Learning. -
電子資源:	https://doi.org/10.1007/978-3-030-69377-0
ISBN:	9783030693770

Databases Theory and Applications = 32nd Australasian Database Conference, ADC 2021, Dunedin, New Zealand, January 29 – February 5, 2021, Proceedings /
Databases Theory and Applications32nd Australasian Database Conference, ADC 2021, Dunedin, New Zealand, January 29 – February 5, 2021, Proceedings /[electronic resource] :edited by Miao Qiao, Gottfried Vossen, Sen Wang, Lei Li. - 1st ed. 2021. - XII, 221 p. 67 illus., 56 illus. in color.online resource. - Information Systems and Applications, incl. Internet/Web, and HCI ;12610. - Information Systems and Applications, incl. Internet/Web, and HCI ;9149.

Intention Recognition from Spatio-Temporal Representation of EEG Signals -- Adaptive Graph Learning for Semi-Supervised Classification of GCNs -- Semi-Supervised Feature Selection Based on Cost-Sensitive and Structural Information -- Contextual Bandit Learning for Activity-Aware Things-of-Interest Recommendation in an Assisted Living Environment -- Deep Multi-View Spatio-Temporal Network for Urban Crime Prediction -- Experimental Analysis of Locality Sensitive Hashing Techniques for High-Dimensional Approximate Nearest Neighbor Searches -- ANSWER: Generating Information Dissemination Network on Campus -- Twitter Data Modelling and Provenance Support for Key-Value Pair Databases -- Analyzing Tweets to Understand Factors Aﬀecting Opinion on Climate Change -- Optimal Placement of Taxis in a City Using Dominating Set Problem -- Adaptive Fault Diagnosis for Data Replication Systems -- Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning -- A Real Time Analysis of Oﬀensive Texts to Prevent Cyberbullying -- An Experimental Study on Exact Multi-Constraint Shortest Path Finding -- The Eﬀect of Regional Economic Clusters on Housing Price -- Modeling Daily Crime Events Prediction Using Seq2Seq Architecture.

This book constitutes the refereed proceedings of the 32nd Australasian Database Conference, ADC 2021, held in Dunedin, New Zealand, in January/February 2021. The 17 full papers presented were carefully reviewed and selected from 21 submissions. The Australasian Database Conference is an annual international forum for sharing the latest research advancements and novel applications of database systems, data-driven applications, and data analytics between researchers and practitioners from around the globe, particularly Australia and New Zealand. ADC shares novel research solutions to problems of todays information society that fullfil the needs of heterogeneous applications and environments and to identify new issues and directions for future research and development work.

ISBN: 9783030693770

Standard No.: 10.1007/978-3-030-69377-0doiSubjects--Topical Terms:

1137723
Machine Learning.

LC Class. No.: QA76.9.D3

Dewey Class. No.: 005.74

Databases Theory and Applications = 32nd Australasian Database Conference, ADC 2021, Dunedin, New Zealand, January 29 – February 5, 2021, Proceedings /
LDR:03596nam a22004215i 4500 001 1055516
003 DE-He213
005 20210826155257.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030693770 $9 978-3-030-69377-0
024 7 $a 10.1007/978-3-030-69377-0 $2 doi
035 $a 978-3-030-69377-0
050 4 $a QA76.9.D3
072 7 $a UN $2 bicssc
072 7 $a COM021000 $2 bisacsh
072 7 $a UN $2 thema
072 7 $a UMT $2 thema
082 0 4 $a 005.74 $2 23
245 1 0 $a Databases Theory and Applications $h [electronic resource] : $b 32nd Australasian Database Conference, ADC 2021, Dunedin, New Zealand, January 29 – February 5, 2021, Proceedings / $c edited by Miao Qiao, Gottfried Vossen, Sen Wang, Lei Li.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a XII, 221 p. 67 illus., 56 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Information Systems and Applications, incl. Internet/Web, and HCI ; $v 12610
505 0 $a Intention Recognition from Spatio-Temporal Representation of EEG Signals -- Adaptive Graph Learning for Semi-Supervised Classification of GCNs -- Semi-Supervised Feature Selection Based on Cost-Sensitive and Structural Information -- Contextual Bandit Learning for Activity-Aware Things-of-Interest Recommendation in an Assisted Living Environment -- Deep Multi-View Spatio-Temporal Network for Urban Crime Prediction -- Experimental Analysis of Locality Sensitive Hashing Techniques for High-Dimensional Approximate Nearest Neighbor Searches -- ANSWER: Generating Information Dissemination Network on Campus -- Twitter Data Modelling and Provenance Support for Key-Value Pair Databases -- Analyzing Tweets to Understand Factors Aﬀecting Opinion on Climate Change -- Optimal Placement of Taxis in a City Using Dominating Set Problem -- Adaptive Fault Diagnosis for Data Replication Systems -- Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning -- A Real Time Analysis of Oﬀensive Texts to Prevent Cyberbullying -- An Experimental Study on Exact Multi-Constraint Shortest Path Finding -- The Eﬀect of Regional Economic Clusters on Housing Price -- Modeling Daily Crime Events Prediction Using Seq2Seq Architecture.
520 $a This book constitutes the refereed proceedings of the 32nd Australasian Database Conference, ADC 2021, held in Dunedin, New Zealand, in January/February 2021. The 17 full papers presented were carefully reviewed and selected from 21 submissions. The Australasian Database Conference is an annual international forum for sharing the latest research advancements and novel applications of database systems, data-driven applications, and data analytics between researchers and practitioners from around the globe, particularly Australia and New Zealand. ADC shares novel research solutions to problems of todays information society that fullfil the needs of heterogeneous applications and environments and to identify new issues and directions for future research and development work.
650 2 4 $a Machine Learning. $3 1137723
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
650 2 4 $a Computing Milieux. $3 669921
650 2 4 $a Information Storage and Retrieval. $3 593926
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Database Management. $3 669820
650 0 $a Machine learning. $3 561253
650 0 $a Optical data processing. $3 639187
650 0 $a Computers. $3 565115
650 0 $a Information storage and retrieval. $3 1069252
650 0 $a Artificial intelligence. $3 559380
650 0 $a Database management. $3 557799
700 1 $a Li, Lei. $e editor. $1 https://orcid.org/0000-0003-1281-6472 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328008
700 1 $a Wang, Sen. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1298320
700 1 $a Vossen, Gottfried. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 716438
700 1 $a Qiao, Miao. $e editor. $1 https://orcid.org/0000-0001-8374-140X $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1360717
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030693763
776 0 8 $i Printed edition: $z 9783030693787
830 0 $a Information Systems and Applications, incl. Internet/Web, and HCI ; $v 9149 $3 1253558
856 4 0 $u https://doi.org/10.1007/978-3-030-69377-0
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)