LEADER 03591nam 22006495 450 001 9910484190603321 005 20251226202716.0 010 $a3-319-06605-6 024 7 $a10.1007/978-3-319-06605-9 035 $a(CKB)3710000000119130 035 $a(DE-He213)978-3-319-06605-9 035 $a(SSID)ssj0001239833 035 $a(PQKBManifestationID)11691616 035 $a(PQKBTitleCode)TC0001239833 035 $a(PQKBWorkID)11205859 035 $a(PQKB)10236385 035 $a(MiAaPQ)EBC3092956 035 $a(PPN)178782688 035 $a(EXLCZ)993710000000119130 100 $a20140508d2014 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Knowledge Discovery and Data Mining $e18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II /$fedited by Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L.P. Chen, Hung-Yu Kao 205 $a1st ed. 2014. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014. 215 $a1 online resource (XXX, 624 p. 170 illus.) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v8444 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a3-319-06604-8 327 $aRecommendation -- Feature selection and reduction -- Machine learning -- Temporal and spatial data -- Novel algorithms -- Clustering -- Biomedical data mining -- Stream mining -- Outlier and anomaly detection -- Multi-sources mining -- Unstructured data and text mining. 330 $aThe two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v8444 606 $aData mining 606 $aArtificial intelligence 606 $aInformation storage and retrieval systems 606 $aData Mining and Knowledge Discovery 606 $aArtificial Intelligence 606 $aInformation Storage and Retrieval 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval systems. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 676 $a006.312 702 $aTseng$b Vincent S.$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHo$b Tu Bao$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZhou$b Zhi-Hua$c(Computer scientist)$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aChen$b Arbee L. P$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKao$b Hung-Yu$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910484190603321 996 $aAdvances in Knowledge Discovery and Data Mining$9772012 997 $aUNINA