03755nam 22006495 450 991048419060332120200702123616.03-319-06605-610.1007/978-3-319-06605-9(CKB)3710000000119130(DE-He213)978-3-319-06605-9(SSID)ssj0001239833(PQKBManifestationID)11691616(PQKBTitleCode)TC0001239833(PQKBWorkID)11205859(PQKB)10236385(MiAaPQ)EBC3092956(PPN)178782688(EXLCZ)99371000000011913020140508d2014 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierAdvances in Knowledge Discovery and Data Mining 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II /edited by Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L.P. Chen, Hung-Yu Kao1st ed. 2014.Cham :Springer International Publishing :Imprint: Springer,2014.1 online resource (XXX, 624 p. 170 illus.)Lecture Notes in Artificial Intelligence ;8444Bibliographic Level Mode of Issuance: Monograph3-319-06604-8 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 -- Unstructured data and text mining.The 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.Lecture Notes in Artificial Intelligence ;8444Data miningArtificial intelligenceInformation storage and retrievalData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Data mining.Artificial intelligence.Information storage and retrieval.Data Mining and Knowledge Discovery.Artificial Intelligence.Information Storage and Retrieval.006.312Tseng Vincent Sedthttp://id.loc.gov/vocabulary/relators/edtHo Tu Baoedthttp://id.loc.gov/vocabulary/relators/edtZhou Zhi-Huaedthttp://id.loc.gov/vocabulary/relators/edtChen Arbee L.Pedthttp://id.loc.gov/vocabulary/relators/edtKao Hung-Yuedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910484190603321Advances in Knowledge Discovery and Data Mining772012UNINA