Data Science for Supply Chain Forecasting最新文献

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Foreword – First Edition
Data Science for Supply Chain Forecasting Pub Date : 2021-03-22 DOI: 10.1515/9783110671124-204
A. Ndiaye
{"title":"Foreword – First Edition","authors":"A. Ndiaye","doi":"10.1515/9783110671124-204","DOIUrl":"https://doi.org/10.1515/9783110671124-204","url":null,"abstract":"Tomorrow’s supply chain is expected to provide many improved benefits for all stakeholders, and across much more complex and interconnected networks than the current supply chain. Today, the practice of supply chain science is striving for excellence: innovative and integrated solutions are based on new ideas, new perspectives and new collaborations, thus enhancing the power offered by data science. This opens up tremendous opportunities to design new strategies, tactics and operations to achieve greater anticipation, a better final customer experience and an overall enhanced supply chain. As supply chains generally account for between 60% and 90% of all company costs (excluding financial services), any drive toward excellence will undoubtedly be equally impactful on a company’s performance as well as on its final consumer satisfaction. This book, written by Nicolas Vandeput, is a carefully developed work emphasizing how andwhere data science can effectively lift the supply chain process higher up the excellence ladder. This is a gap-bridging book from both the research and the practitioner’s perspective, it is a great source of information and value. Firmly grounded in scientific research principles, this book deploys a comprehensive set of approaches particularly useful in tackling the critical challenges that practitioners and researchers face in today and tomorrow’s (supply chain) business environment.","PeriodicalId":288751,"journal":{"name":"Data Science for Supply Chain Forecasting","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131116076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Python 一条巨蟒
Data Science for Supply Chain Forecasting Pub Date : 2020-08-24 DOI: 10.1515/9783110673944-015
G. Rossum
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引用次数: 19
About the Author 作者简介
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-202
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引用次数: 0
13 Tree 13个树
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-013
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引用次数: 0
6 Model Optimization 6模型优化
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-006
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引用次数: 0
8 Overfitting 8过度拟合
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-008
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引用次数: 0
2 Forecast KPI 2预测指标
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-002
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引用次数: 0
9 Triple Exponential Smoothing 9三重指数平滑
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-009
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引用次数: 0
25 Neural Networks 25神经网络
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-025
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引用次数: 0
20 Demand Drivers and Leading Indicators 20需求驱动因素和领先指标
Data Science for Supply Chain Forecasting Pub Date : 1900-01-01 DOI: 10.1515/9783110671124-020
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引用次数: 0
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