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Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015(2)
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Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016(1)
Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018(1)
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scopus(5)
Forecast UPC-Level FMCG Demand, Part IV: Statistical Ensemble
Conference ObjectAbstract: Improving forecast accuracy is a major goal of statisticians and forecast practitioners. over the yePalabras claves:ensemble, Fast moving consumer goods, Forecast combination, forecastingAutores:Dazhi Yang, Zhang A.N.Fuentes:scopusForecast UPC-level FMCG demand, Part I: Exploratory analysis and visualization
Conference ObjectAbstract: We are interested in forecasting a large collection of FMCG demand time series. As the demand of FMCPalabras claves:FMCG, forecasting, hierarchical reconciliation, VisualizationAutores:Akcan O., Dazhi Yang, Goh G.S.W., Xu C., Zhang A.N.Fuentes:scopusForecast UPC-level FMCG demand, Part II: Hierarchical reconciliation
Conference ObjectAbstract: In a big data enabled environment, manufacturers and distributors may have access to previously unobPalabras claves:FMCG, forecasting, hierarchical reconciliation, VisualizationAutores:Akcan O., Dazhi Yang, Goh G.S.W., Jiang S., Zhang A.N.Fuentes:scopusForecast UPC-level FMCG demand, Part III: Grouped reconciliation
Conference ObjectAbstract: Coordination across a supply chain creates win-win situation for all players in that supply chain; wPalabras claves:FMCG, forecasting, grouped reconciliation, minimum traceAutores:Dazhi Yang, Goh G.S.W., Jiang S., Zhang A.N.Fuentes:scopusImpact of information sharing and forecast combination on fast-moving-consumer-goods demand forecast accuracy
ArticleAbstract: This article empirically demonstrates the impacts of truthfully sharing forecast information and usiPalabras claves:Fast moving consumer goods, forecasting, hierarchical reconciliation, Information sharingAutores:Dazhi Yang, Zhang A.N.Fuentes:scopus