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The role of optimization in some recent advances in data-driven decision-making
16 references·0 citing·39 second hop
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References

  • 1969A New Product Growth for Model Consumer Durables5,999 cited
  • 2004The Price of Robustness4,620 cited
  • 2010Theory and Applications of Robust Optimization2,515 cited
  • 2002The Sample Average Approximation Method for Stochastic Discrete Optimization1,989 cited
  • 2000Robust solutions of Linear Programming problems contaminated with uncertain data1,745 cited
  • 1989A Probabilistic Choice Model for Market Segmentation and Elasticity Structure1,348 cited
  • 2021Smart “Predict, then Optimize”829 cited
  • 2016Introduction to Online Convex Optimization805 cited
  • 2019From Predictive to Prescriptive Analytics781 cited
  • 2017Data-driven robust optimization626 cited
  • 2015Analytics for an Online Retailer: Demand Forecasting and Price Optimization542 cited
  • 2018The Big Data Newsvendor: Practical Insights from Machine Learning510 cited
  • 2004Comments on “A New Product Growth for Model Consumer Durables The Bass Model”504 cited
  • 2017Product sales forecasting using online reviews and historical sales data: A method combining the Bass model and sentiment analysis328 cited
  • 2020Kaggle forecasting competitions: An overlooked learning opportunity266 cited

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  • 2013Regret in Online Combinatorial Optimization210 cited
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