000 04636nam a22006735i 4500
001 978-3-030-47426-3
003 DE-He213
005 20240730174231.0
007 cr nn 008mamaa
008 200508s2020 sz | s |||| 0|eng d
020 _a9783030474263
_9978-3-030-47426-3
024 7 _a10.1007/978-3-030-47426-3
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aAdvances in Knowledge Discovery and Data Mining
_h[electronic resource] :
_b24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part I /
_cedited by Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas, Ee-Peng Lim, See-Kiong Ng, Sinno Jialin Pan.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXXXVII, 886 p. 293 illus., 207 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v12084
505 0 _aRecommender Systems -- Classification -- Clustering -- Mining Social Networks -- Representation Learning and Embedding -- Mining Behavioral Data -- Deep Learning -- Feature Extraction and Selection -- Human, Domain, Organizational and Social Factors in Data Mining.
520 _aThe two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer networks .
_931572
650 0 _aApplication software.
_9111661
650 0 _aComputers.
_98172
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9111662
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Communication Networks.
_9111663
650 2 4 _aComputer and Information Systems Applications.
_9111664
650 2 4 _aComputing Milieux.
_955441
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
700 1 _aLauw, Hady W.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111665
700 1 _aWong, Raymond Chi-Wing.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111666
700 1 _aNtoulas, Alexandros.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111667
700 1 _aLim, Ee-Peng.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111668
700 1 _aNg, See-Kiong.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111669
700 1 _aPan, Sinno Jialin.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111670
710 2 _aSpringerLink (Online service)
_9111671
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030474256
776 0 8 _iPrinted edition:
_z9783030474270
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v12084
_9111672
856 4 0 _uhttps://doi.org/10.1007/978-3-030-47426-3
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c89329
_d89329