메뉴 건너뛰기




Volumn 9658, Issue , 2016, Pages 43-54

EXtreme gradient boosting for identifying individual users across different digital devices

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRON DEVICES; ELECTRONIC EQUIPMENT; INFORMATION MANAGEMENT; THERMOELECTRIC EQUIPMENT;

EID: 84976609902     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-39937-9_4     Document Type: Conference Paper
Times cited : (30)

References (18)
  • 1
    • 30744452505 scopus 로고    scopus 로고
    • Designing consumer interfaces for experiential tasks: An empirical investigation
    • Wells, J.D., Fuerst, W.L., Palmer, J.W.: Designing consumer interfaces for experiential tasks: an empirical investigation. Eur. J. Inf. Syst. 14(3), 273-287 (2005)
    • (2005) Eur. J. Inf. Syst , vol.14 , Issue.3 , pp. 273-287
    • Wells, J.D.1    Fuerst, W.L.2    Palmer, J.W.3
  • 2
    • 84900417917 scopus 로고    scopus 로고
    • Validity of deterministic record linkage using multiple indirect personal identifiers linking a large registry to claims data
    • Setoguchi, S., Zhu, Y., Jalbert, J.J., et al.: Validity of deterministic record linkage using multiple indirect personal identifiers linking a large registry to claims data. Circ. Cardiovas. Qual. Outcomes 7(3), 475-480 (2014)
    • (2014) Circ. Cardiovas. Qual. Outcomes , vol.7 , Issue.3 , pp. 475-480
    • Setoguchi, S.1    Zhu, Y.2    Jalbert, J.J.3
  • 3
    • 84907451176 scopus 로고    scopus 로고
    • Investigating online harassment and offline violence among young people in Thailand: Methodological approaches, lessons learned
    • Ojanen, T.T., Boonmongkon, P., Samakkeekarom, R., et al.: Investigating online harassment and offline violence among young people in Thailand: methodological approaches, lessons learned. Cult. Health sex. 16(9), 1097-1112 (2014)
    • (2014) Cult. Health Sex , vol.16 , Issue.9 , pp. 1097-1112
    • Ojanen, T.T.1    Boonmongkon, P.2    Samakkeekarom, R.3
  • 4
    • 84879495172 scopus 로고    scopus 로고
    • Machine learning-based patient specific prompt-gamma dose monitoring in proton therapy
    • Gueth, P., Dauvergne, D., Freud, N., et al.: Machine learning-based patient specific prompt-gamma dose monitoring in proton therapy. Phys. Med. Biol. 58(13), 4563 (2013)
    • (2013) Phys. Med. Biol , vol.58 , Issue.13 , pp. 4563
    • Gueth, P.1    Dauvergne, D.2    Freud, N.3
  • 5
    • 55249117460 scopus 로고    scopus 로고
    • User identification for cross-system personalisation
    • Carmagnola, F., Cena, F.: User identification for cross-system personalisation. Inf. Sci. 179(1), 16-32 (2009)
    • (2009) Inf. Sci , vol.179 , Issue.1 , pp. 16-32
    • Carmagnola, F.1    Cena, F.2
  • 6
    • 84903815271 scopus 로고    scopus 로고
    • User identification approach based on simple gestures
    • Guna, J., Stojmenova, E., Lugmayr, A., et al.: User identification approach based on simple gestures. Multimedia Tools Appl. 71(1), 179-194 (2014)
    • (2014) Multimedia Tools Appl , vol.71 , Issue.1 , pp. 179-194
    • Guna, J.1    Stojmenova, E.2    Lugmayr, A.3
  • 7
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman, J.H.: Greedy function approximation: a gradient boosting machine. Ann. stat. 1189-1232 (2001)
    • (2001) Ann. Stat. , pp. 1189-1232
    • Friedman, J.H.1
  • 8
    • 0037186544 scopus 로고    scopus 로고
    • Stochastic gradient boosting
    • Friedman, J.H.: Stochastic gradient boosting. Comput. Stat. Data Anal. 38(4), 367-378 (2002)
    • (2002) Comput. Stat. Data Anal , vol.38 , Issue.4 , pp. 367-378
    • Friedman, J.H.1
  • 9
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting (with discussion and a rejoinder by the authors)
    • Friedman, J., Hastie, T., Tibshirani, R.: Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors). Ann. Stat. 28(2), 337-407 (2000)
    • (2000) Ann. Stat , vol.28 , Issue.2 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 13
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.R.: Induction of decision trees. Mach. Learn. 1(1), 81-106 (1986)
    • (1986) Mach. Learn , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 14
    • 84976610927 scopus 로고    scopus 로고
    • Arcing the edge. Technical Report 486, Statistics Department. University of California at Berkeley
    • Breiman, L.: Arcing the edge. Technical Report 486, Statistics Department. University of California at Berkeley (1997)
    • (1997)
    • Breiman, L.1
  • 15
    • 0346786584 scopus 로고    scopus 로고
    • Arcing classifier (With discussion and a rejoinder by the author)
    • Breiman, L.: Arcing classifier (with discussion and a rejoinder by the author). Ann. Stat. 26(3), 801-849 (1998)
    • (1998) Ann. Stat , vol.26 , Issue.3 , pp. 801-849
    • Breiman, L.1
  • 16
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20(3), 273-297 (1995)
    • (1995) Mach. Learn , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 17
    • 84921817164 scopus 로고
    • Learning representations by backpropagating errors
    • Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by backpropagating errors. Cogn. Model. 5, 3 (1988)
    • (1988) Cogn. Model , vol.5 , pp. 3
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 18
    • 0000581356 scopus 로고
    • An introduction to kernel and nearest-neighbor nonparametric regression
    • Altman, N.S.: An introduction to kernel and nearest-neighbor nonparametric regression. Am. Stat. 46(3), 175-185 (1992)
    • (1992) Am. Stat , vol.46 , Issue.3 , pp. 175-185
    • Altman, N.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.