dc.contributor.author | Tayalı, Halit Alper | |
dc.date.accessioned | 2021-03-12T14:01:19Z | |
dc.date.available | 2021-03-12T14:01:19Z | |
dc.identifier.citation | Tayalı H. A. , Demand Forecasting Models With Time Series and Random Forest, "Driving Innovation and Productivity Through Sustainable Automation", Ardavan Amini,Stephen Bushell,Arshad Mahmood, Editör, IGI Global, Pennsylvania, ss.76-99, 2021 | |
dc.identifier.other | av_2579cc89-e495-475e-816d-3348c640d7aa | |
dc.identifier.other | vv_1032021 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12627/167748 | |
dc.identifier.uri | https://www.igi-global.com/book/driving-innovation-productivity-through-sustainable/253848 | |
dc.description.abstract | This chapter presents the recent methodological developments in demand management and demand forecasting subjects of the operations management. The background section provides detailed information on the domain of production management, operational analytics, and demand forecasting while providing introductory information on time series forecasting and related machine learning methodologies. The novel contribution of the chapter is the exploration developed in the solutions and recommendations section while examining the effect of stationarity in the time series forecasting methodologies of machine learning with improved benchmark results. | |
dc.language.iso | eng | |
dc.publisher | IGI Global | |
dc.subject | General Decision Sciences | |
dc.subject | Decision Sciences (miscellaneous) | |
dc.subject | Strategy and Management | |
dc.subject | General Business, Management and Accounting | |
dc.subject | Business and International Management | |
dc.subject | Marketing | |
dc.subject | Social Sciences & Humanities | |
dc.subject | Sosyal ve Beşeri Bilimler | |
dc.subject | İşletme | |
dc.subject | İŞ | |
dc.subject | Ekonomi ve İş | |
dc.subject | Sosyal Bilimler (SOC) | |
dc.subject | Üretim Yönetimi | |
dc.subject | YÖNETİM | |
dc.title | Driving Innovation and Productivity Through Sustainable Automation | |
dc.type | Kitapta Bölüm | |
dc.contributor.department | İstanbul Üniversitesi , İşletme Fakültesi , İşletme Bölümü | |
dc.contributor.firstauthorID | 2529448 | |