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The Big Data Newsvendor : Practical Insights from Machine Learning
Ban, Gah‐Yi; Rudin, Cynthia - 2019
cost parameters. Our bounds, based on algorithmic stability theory, generalize known analyses for the newsvendor problem …We investigate the data-driven newsvendor problem when one has n observations of p features related to the demand as … for the optimal order quantity, we propose solving the "Big Data" newsvendor problem via single step machine learning …
Persistent link: https://www.econbiz.de/10014138531
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Ethical implications and accountability of algorithms
Martin, Kirsten - In: Journal of business ethics : JOBE 160 (2019) 4, pp. 835-850
Persistent link: https://www.econbiz.de/10012145415
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Machine learning for enterprises : applications, algorithm selection, and challenges
Lee, In; Shin, Yong Jae - In: Business horizons 63 (2020) 2, pp. 157-170
Persistent link: https://www.econbiz.de/10012172017
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Machine Learning Models and Algorithms for Big Data Classification : Thinking with Examples for Effective Learning
Suthaharan, Shan - 2016 - 1st ed. 2016
techniques and technologies; therefore, the theory, examples, and programs (Matlab and R) presented in this book have been …
Persistent link: https://www.econbiz.de/10014018109
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Big data driven order-up-to level model : application of machine learning
Clausen, Johan Bjerre Bach; Li, Hongyan - In: Computers & operations research : and their … 139 (2022), pp. 1-12
Persistent link: https://www.econbiz.de/10013342702
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Comparative analysis of methods for prediction continuous numerical features on big datasets
Kinshakov, Eduard; Parfenenko, Yuliia; Shendryk, Vira - In: Technology audit and production reserves 6 (2021) 2/62, pp. 15-17
Persistent link: https://www.econbiz.de/10013167729
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Congestion and scheduling preferences of car commuters in California : estimates using big data
Kim, Jinwon; Moon, Jucheol - In: Journal of economic geography 24 (2024) 1, pp. 145-170
Persistent link: https://www.econbiz.de/10014526281
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Applying machine learning algorithms to improve intrusion detection system in IoV
Houmer, Meriem; Ouaissa, Mariya; Ouaissa, Mariyam; … - In: Artificial intelligence of things in smart environments …, (pp. 35-50). 2022
Persistent link: https://www.econbiz.de/10013163586
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A novel approach for breast cancer prediction using optimized ANN classifier based on big data environment
Supriya, M.; Deepa, A. J. - In: Health care management science : a new journal serving … 23 (2020) 3, pp. 414-426
Persistent link: https://www.econbiz.de/10012291198
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The effects of temporal aggregation on search engine data
Tierney, Heather L. R.; Kim, Jiyoon; Nazarov, Zafar - In: Review of economics & finance 12 (2018) 2, pp. 57-71
Persistent link: https://www.econbiz.de/10011885391