國立虎尾科技大學 |

Trends and Applications in Knowledge Discovery and Data Mining = PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Trends and Applications in Knowledge Discovery and Data Mining/ edited by Wei Lu, Kenny Q. Zhu.
其他題名:	PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers /
其他作者:	Zhu, Kenny Q.
面頁冊數:	X, 193 p. 11 illus., -1 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer Imaging, Vision, Pattern Recognition and Graphics. -
電子資源:	https://doi.org/10.1007/978-3-030-60470-7
ISBN:	9783030604707

Trends and Applications in Knowledge Discovery and Data Mining = PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers /
Trends and Applications in Knowledge Discovery and Data MiningPAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers /[electronic resource] :edited by Wei Lu, Kenny Q. Zhu. - 1st ed. 2020. - X, 193 p. 11 illus., -1 illus. in color.online resource. - Lecture Notes in Artificial Intelligence ;12237. - Lecture Notes in Artificial Intelligence ;9285.

Temporal Convolutional Networks.-Transfer Learning -- Deep Generative Networks -- Literature Based Discovery -- Data Management -- Information Extraction -- Internet of Things -- Clustering -- Mixture Model -- EM Algorith -- Manifold Learning -- Recommender Systems -- Machine Learning -- Artificial Intelligence -- Natural Language Processing -- Neural Networks.

This book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, Singapore, in May 2020. The 17 revised full papers presented were carefully reviewed and selected from a total of 50 submissions. The five workshops were as follows: · First International Workshop on Literature-Based Discovery (LBD 2020) · Workshop on Data Science for Fake News (DSFN 2020) · Learning Data Representation for Clustering (LDRC 2020) · Ninth Workshop on Biologically Inspired Techniques for Data Mining (BDM · 2020) · First Pacific Asia Workshop on Game Intelligence & Informatics (GII 2020) .

ISBN: 9783030604707

Standard No.: 10.1007/978-3-030-60470-7doiSubjects--Topical Terms:

671334
Computer Imaging, Vision, Pattern Recognition and Graphics.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Trends and Applications in Knowledge Discovery and Data Mining = PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers /
LDR:02613nam a22004095i 4500 001 1030470
003 DE-He213
005 20201014212159.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030604707 $9 978-3-030-60470-7
024 7 $a 10.1007/978-3-030-60470-7 $2 doi
035 $a 978-3-030-60470-7
050 4 $a Q334-342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Trends and Applications in Knowledge Discovery and Data Mining $h [electronic resource] : $b PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers / $c edited by Wei Lu, Kenny Q. Zhu.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a X, 193 p. 11 illus., -1 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 Lecture Notes in Artificial Intelligence ; $v 12237
505 0 $a Temporal Convolutional Networks.-Transfer Learning -- Deep Generative Networks -- Literature Based Discovery -- Data Management -- Information Extraction -- Internet of Things -- Clustering -- Mixture Model -- EM Algorith -- Manifold Learning -- Recommender Systems -- Machine Learning -- Artificial Intelligence -- Natural Language Processing -- Neural Networks.
520 $a This book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, Singapore, in May 2020. The 17 revised full papers presented were carefully reviewed and selected from a total of 50 submissions. The five workshops were as follows: · First International Workshop on Literature-Based Discovery (LBD 2020) · Workshop on Data Science for Fake News (DSFN 2020) · Learning Data Representation for Clustering (LDRC 2020) · Ninth Workshop on Biologically Inspired Techniques for Data Mining (BDM · 2020) · First Pacific Asia Workshop on Game Intelligence & Informatics (GII 2020) .
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
650 2 4 $a Information Systems Applications (incl. Internet). $3 881699
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Computing Milieux. $3 669921
650 2 4 $a Computer Applications. $3 669785
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Optical data processing. $3 639187
650 0 $a Data mining. $3 528622
650 0 $a Computers. $3 565115
650 0 $a Application software. $3 528147
650 0 $a Artificial intelligence. $3 559380
700 1 $a Zhu, Kenny Q. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1327388
700 1 $a Lu, Wei. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1072907
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030604691
776 0 8 $i Printed edition: $z 9783030604714
830 0 $a Lecture Notes in Artificial Intelligence ; $v 9285 $3 1253845
856 4 0 $u https://doi.org/10.1007/978-3-030-60470-7
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)