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A machine learning-based framework for forecasting sales of new products with short life cycles using deep neural networks
Elalem, Yara Kayyali; Maier, Sebastian; Seifert, Ralf W. - In: International journal of forecasting 39 (2023) 4, pp. 1874-1894
Persistent link: https://www.econbiz.de/10014465364
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Making the right business decision : forecasting the binary NPD strategy in Chinese automotive industry with machine learning methods
Wang, Xinyi; Zeng, Deming; Dai, Haiwen; Zhu, You - In: Technological forecasting & social change : an … 155 (2020), pp. 111
Persistent link: https://www.econbiz.de/10012236610
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Forecasting new product demand using domain knowledge and machine learning
Yamamura, Charles; Santana, José Carlos Curvelo; … - In: Research-technology management : RTM 65 (2022) 4, pp. 27-36
Persistent link: https://www.econbiz.de/10013357433
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Virtual reality in new product development : insights from prelaunch sales forecasting for durables
Harz, Nathalie; Hohenberg, Sebastian; Homburg, Christian - In: Journal of marketing 86 (2022) 3, pp. 157-179
Persistent link: https://www.econbiz.de/10013258858
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Risk prediction of information leakage in new product development stage based on data driven model
Wang, Yang - In: International journal of product development : IJPD 25 (2021) 2, pp. 114-129
Persistent link: https://www.econbiz.de/10012595780
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Understanding the failure to understand New Product Development failures : mitigating the uncertainty associated with innovating new products by combining scenario planning and for...
Derbyshire, James; Giovannetti, Emanuele - In: Technological forecasting & social change : an … 125 (2017), pp. 334-344
Persistent link: https://www.econbiz.de/10011899796
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A multiple agent-based system for the intelligent demand planning of new products
Min, Ho-key; Yu, Wen-Bin - In: European journal of industrial engineering : EJIE 18 (2024) 3, pp. 410-432
Persistent link: https://www.econbiz.de/10014545325
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From noise to bias : overconfidence in new product forecasting
Feiler, Daniel; Tong, Jordan - In: Management science : journal of the Institute for … 68 (2022) 6, pp. 4685-4702
Persistent link: https://www.econbiz.de/10013369114
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Quadratic interval innovation diffusion models for new product sales forecasting
Tseng, F.-M. - In: Journal of the Operational Research Society : OR 59 (2008) 8, pp. 1120-1127
Persistent link: https://www.econbiz.de/10003780495
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Predicting a new brand's life cycle trajectory
Waage, Frenck - In: Advances in business and management forecasting 7 (2010), pp. 121-134
Persistent link: https://www.econbiz.de/10008666557