LEADER 02504nam 2200541 450 001 9910554802503321 005 20200916223442.0 010 $a1-119-69510-4 010 $a1-119-69511-2 010 $a1-119-69496-5 035 $a(CKB)4100000010080521 035 $a(MiAaPQ)EBC6011637 035 $a(CaSebORM)9781786305763 035 $a(PPN)271621788 035 $a(EXLCZ)994100000010080521 100 $a20200118d2020 uy 0 101 0 $aeng 135 $aurcn#---||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aAdvances in data science $esymbolic, complex, and network data /$fedited by Edwin Diday, Rong Guan, Gilbert Saporta, Huiwen Wang 205 $a1st edition 210 1$aLondon, England ;$aHoboken, New Jersey :$cISTE :$cWiley,$d[2020] 210 4$dİ2020 215 $a1 online resource (253 pages) 225 1 $aBig data, artificial intelligence and data analysis set ;$vv. 4 311 $a1-78630-576-3 320 $aIncludes bibliographical references and index. 330 $aData science unifies statistics, data analysis and machine learning to achieve a better understanding of the masses of data which are produced today, and to improve prediction. Special kinds of data (symbolic, network, complex, compositional) are increasingly frequent in data science. These data require specific methodologies, but there is a lack of reference work in this field. Advances in Data Science fills this gap. It presents a collection of up-to-date contributions by eminent scholars following two international workshops held in Beijing and Paris. The 10 chapters are organized into four parts: Symbolic Data, Complex Data, Network Data and Clustering. They include fundamental contributions, as well as applications to several domains, including business and the social sciences. 410 0$aInnovation, entrepreneurship and management series.$pBig data, artificial intelligence and data analysis set ;$vv. 4. 606 $aData mining 606 $aQuantitative research 615 0$aData mining. 615 0$aQuantitative research. 676 $a006.312 700 $aDiday$b Edwin$0101874 702 $aDiday$b E. 702 $aGuan$b Rong 702 $aSaporta$b G$g(Gilbert), 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 801 2$bCaOWtU 906 $aBOOK 912 $a9910554802503321 996 $aAdvances in data science$93601656 997 $aUNINA