Concepedia

Predicting solutions of large-scale optimization problems via machine learning: A case study in blood supply chain management

Babak Abbasi, Toktam Babaei, Zahra Hosseinifard, Kate Smith‐Miles, Maryam Dehghani

Computers & Operations Research · 2020 · 134 citations · 41 references

Open access

Concepts

ComputingData ScienceSupply Chain ManagementMachine LearningOptimizationPredictive AnalyticsCombinatorial OptimizationOptimization For Machine LearningOptimization ModelingSupply Chain Decision AnalyticsSupply Chain Decision Support SystemsSupply Chain OptimizationCase Study EvaluationPredictive Supply Chain AnalyticsSupply Chain Forecasting

References

41

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

Computing, Computer Science, Data Analytics +9

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.5K citations

Education, Data Science, Method Validation +9