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Volumn 1, Issue , 2012, Pages 444-447

Research on forecasting call center traffic through PCA and BP neural network

Author keywords

BP neural network; Call center; Forecasting; Principal component analysis

Indexed keywords

BP NETWORKS; BP NEURAL NETWORKS; CALL CENTERS; COMPETING MODELS; DIMENSION REDUCTION; FORECASTING METHODS; PRINCIPLE COMPONENT ANALYSIS; TRAFFIC FORECASTING;

EID: 84873349979     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCID.2012.117     Document Type: Conference Paper
Times cited : (2)

References (10)
  • 1
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    • The modern call center: A multi-disciplinary perspective on operations management research
    • Z. Aksin, M. Armony, and V. Mehrotra, "The modern call center: A multi-disciplinary perspective on operations management research," Production and Operations Management, vol. 16, pp. 665-688, 2007.
    • (2007) Production and Operations Management , vol.16 , pp. 665-688
    • Aksin, Z.1    Armony, M.2    Mehrotra, V.3
  • 2
    • 21844511173 scopus 로고
    • L.L. Bean improves callcenter forecasting
    • B. H. Andrews and S. M. Cunningham, "L.L. Bean improves callcenter forecasting," Interfaces, vol. 25, pp. 1-13, 1995.
    • (1995) Interfaces , vol.25 , pp. 1-13
    • Andrews, B.H.1    Cunningham, S.M.2
  • 4
    • 41549150214 scopus 로고    scopus 로고
    • A comparison of univariate time series methods for forecasting intraday arrivals at a call center
    • J. W. Taylor, "A comparison of univariate time series methods for forecasting intraday arrivals at a call center," Management Science, vol. 54, pp. 253-265, 2008.
    • (2008) Management Science , vol.54 , pp. 253-265
    • Taylor, J.W.1
  • 6
    • 0023566098 scopus 로고
    • Kolmogorov's mapping neural network existence theorem
    • IEEE Press
    • R. Hecht-Nielsen, "Kolmogorov's mapping neural network existence theorem," Proc.1st IEEE Int. Conf. on Neural Networks, IEEE Press, 1987, vol. 3, pp. 11-14.
    • (1987) Proc.1st IEEE Int. Conf. on Neural Networks , vol.3 , pp. 11-14
    • Hecht-Nielsen, R.1
  • 9
    • 0033325680 scopus 로고    scopus 로고
    • Call center simulation in Bell Canada
    • IEEE Press, Dec. doi: 10.1109/WSC.1999.816904
    • O. Tanir and R. J. Booth, "Call center simulation in Bell Canada," Proc. 1999 Winter Simulation Conf. (WSC 99), IEEE Press, Dec. 1999, vol. 2, pp. 1640-1647, doi: 10.1109/WSC.1999.816904.
    • (1999) Proc. 1999 Winter Simulation Conf. (WSC 99) , vol.2 , pp. 1640-1647
    • Tanir, O.1    Booth, R.J.2
  • 10
    • 60849087198 scopus 로고    scopus 로고
    • Interday forecasting and intraday updating of call center arrivals
    • H. Shen and J. Z. Huang, "Interday forecasting and intraday updating of call center arrivals," Manufacturing and Service Operations Management, vol. 10, pp. 391-410, 2008.
    • (2008) Manufacturing and Service Operations Management , vol.10 , pp. 391-410
    • Shen, H.1    Huang, J.Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.