大葉大學圖書館 |

Machine learning and knowledge discovery in databases[electronic resource] :European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015 : proceedings.Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.31
書名/作者:	Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015 : proceedings./ edited by Annalisa Appice ... [et al.].
其他題名:	ECML PKDD 2015
其他作者:	Appice, Annalisa.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2015.
面頁冊數:	lviii, 709 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Machine learning
標題:	Data mining
標題:	Computer Science.
標題:	Data Mining and Knowledge Discovery.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Pattern Recognition.
標題:	Information Storage and Retrieval.
標題:	Database Management.
標題:	Information Systems Applications (incl. Internet)
ISBN:	9783319235288
ISBN:	9783319235271
摘要、提要註:	The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, and 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track.
電子資源:	http://dx.doi.org/10.1007/978-3-319-23528-8

Machine learning and knowledge discovery in databases[electronic resource] :European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015 : proceedings.Part I /
Machine learning and knowledge discovery in databasesEuropean Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015 : proceedings.Part I /[electronic resource] :ECML PKDD 2015edited by Annalisa Appice ... [et al.]. - Cham :Springer International Publishing :2015. - lviii, 709 p. :ill., digital ;24 cm. - Lecture notes in computer science,92840302-9743 ;. - Lecture notes in computer science ;7103..

The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, and 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track.

ISBN: 9783319235288

Standard No.: 10.1007/978-3-319-23528-8doiSubjects--Topical Terms:

135653
Machine learning

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning and knowledge discovery in databases[electronic resource] :European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015 : proceedings.Part I /
LDR:02125nam a2200337 a 4500 001 443429
003 DE-He213
005 20160322131503.0
006 m d
007 cr nn 008maaau
008 160715s2015 gw s 0 eng d
020 $a 9783319235288 $q (electronic bk.)
020 $a 9783319235271 $q (paper)
024 7 $a 10.1007/978-3-319-23528-8 $2 doi
035 $a 978-3-319-23528-8
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UNF $2 bicssc
072 7 $a UYQE $2 bicssc
072 7 $a COM021030 $2 bisacsh
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .E19 2015
111 2 $a Clark Conference $d (2005 : $c Sterling and Francine Clark Art Institute) $3 347558
245 1 0 $a Machine learning and knowledge discovery in databases $h [electronic resource] : $b European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015 : proceedings. $n Part I / $c edited by Annalisa Appice ... [et al.].
246 3 $a ECML PKDD 2015
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a lviii, 709 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 9284
520 $a The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, and 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track.
650 0 $a Machine learning $3 135653
650 0 $a Data mining $3 174259
650 1 4 $a Computer Science. $3 423143
650 2 4 $a Data Mining and Knowledge Discovery. $3 464541
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 463642
650 2 4 $a Pattern Recognition. $3 463916
650 2 4 $a Information Storage and Retrieval. $3 464540
650 2 4 $a Database Management. $3 463966
650 2 4 $a Information Systems Applications (incl. Internet) $3 463679
700 1 $a Appice, Annalisa. $3 591603
710 2 $a SpringerLink (Online service) $3 463450
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 7103. $3 466200
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-23528-8
950 $a Computer Science (Springer-11645)