LEADER 01515nam 2200349 n 450 001 996396335903316 005 20200824120708.0 035 $a(CKB)4330000000337798 035 $a(EEBO)2240890184 035 $a(UnM)99846414e 035 $a(UnM)99846414 035 $a(EXLCZ)994330000000337798 100 $a19911025d1550 uy | 101 0 $aeng 135 $aurbn||||a|bb| 200 03$aAn epistle both of Godly consolacion and also of aduertisemente$b[electronic resource] $ewritten by Iohn Caluine the pastour and preacher of Geneua, to the righte noble prince Edwarde Duke of Somerset, before the time or knowledge had of his trouble, but delyuered to the sayde Duke, in the time of hys trouble, and so translated out of frenshe by the same Duke hymselfe, in the tyme of his impriesonmente 210 $a[Imprinted at London $cBy [W. Baldwin? in the shop of] Edward Whitchurche$dthe .v. day of Aprill, 1550] 215 $a[64] p 300 $aImprint from colophon; actual printer's name suggested by STC. 300 $aSignatures: A-D. 300 $aReproduction of the original in the British Library. 330 $aeebo-0018 700 $aCalvin$b Jean$f1509-1564.$0154241 701 $aSomerset$b Edward Seymour$cDuke of,$f1506?-1552.$01002376 801 0$bCu-RivES 801 1$bCu-RivES 801 2$bCStRLIN 801 2$bWaOLN 906 $aBOOK 912 $a996396335903316 996 $aAn epistle both of Godly consolacion and also of aduertisemente$92311100 997 $aUNISA LEADER 04000nam 22006015 450 001 9910299284403321 005 20251202121349.0 010 $a3-319-90403-5 024 7 $a10.1007/978-3-319-90403-0 035 $a(CKB)3810000000358762 035 $a(DE-He213)978-3-319-90403-0 035 $a(MiAaPQ)EBC6315137 035 $a(PPN)229495117 035 $a(EXLCZ)993810000000358762 100 $a20180607d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHuman and Machine Learning $eVisible, Explainable, Trustworthy and Transparent /$fedited by Jianlong Zhou, Fang Chen 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XXIII, 482 p. 140 illus., 114 illus. in color.) 225 1 $aHuman?Computer Interaction Series,$x2524-4477 311 08$a3-319-90402-7 327 $aPart I Transparency in Machine Learning -- Part II Visual Explanation of Machine Learning Process -- Part III Algorithmic Explanation of Machine Learning Models -- Part IV User Cognitive Responses in ML-Based Decision Making -- Part V Human and Evaluation of Machine Learning -- Part VI Domain Knowledge in Transparent Machine Learning Applications. 330 $aWith an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of ?black-box? in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by exploring transparency in machine learning, visual explanation of ML processes, algorithmic explanation of ML models, human cognitive responses in ML-based decision making, human evaluation of machine learning and domain knowledge in transparent ML applications. This is the first book of its kind to systematically understand the current active research activities and outcomes related to human and machine learning. The book will not only inspire researchers to passionately develop new algorithms incorporating human for human-centred ML algorithms, resulting in the overall advancement of ML, but also help ML practitioners proactively use ML outputs for informative and trustworthy decision making. This book is intended for researchers and practitioners involved with machine learning and its applications. The book will especially benefit researchers in areas like artificial intelligence, decision support systems and human-computer interaction. 410 0$aHuman?Computer Interaction Series,$x2524-4477 606 $aUser interfaces (Computer systems) 606 $aHuman-computer interaction 606 $aArtificial intelligence 606 $aPattern recognition systems 606 $aUser Interfaces and Human Computer Interaction 606 $aArtificial Intelligence 606 $aAutomated Pattern Recognition 615 0$aUser interfaces (Computer systems). 615 0$aHuman-computer interaction. 615 0$aArtificial intelligence. 615 0$aPattern recognition systems. 615 14$aUser Interfaces and Human Computer Interaction. 615 24$aArtificial Intelligence. 615 24$aAutomated Pattern Recognition. 676 $a006.31 702 $aZhou$b Jianlong$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aChen$b Fang$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299284403321 996 $aHuman and Machine Learning$92214260 997 $aUNINA