Search results

• 2022

  Customer Management

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 113-162

  Research output: Chapter in Book/Published conference output › Chapter

  • Supply chains 100%
  • Clustering algorithms 22%

• Data-Driven Supply Chains and Intro to Python

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 21-43

  Research output: Chapter in Book/Published conference output › Chapter

  • Supply chains 100%
  • Supply chain management 63%
  • Big data 45%
  • Information systems 41%

• Data Manipulation

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 45-81

  Research output: Chapter in Book/Published conference output › Chapter

  • Merging 100%
  • Cleaning 95%
  • Agglomeration 88%

• Data Visualization

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics: Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 83-111

  Research output: Chapter in Book/Published conference output › Chapter

  • Data Visualization 100%
  • Figure 62%
  • Pie chart 39%
  • Statistical Graphics 36%
  • Box plot 34%

• Demand Management

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 271-318

  Research output: Chapter in Book/Published conference output › Chapter

  • Supply chain management 100%
  • Random forests 84%
  • Time series 69%
  • Machine learning 58%

• Logistics Management

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 319-370

  Research output: Chapter in Book/Published conference output › Chapter

  • Logistics 100%
  • Traveling salesman problem 52%
  • Vehicle routing 25%

• Supply Management

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 163-218

  Research output: Chapter in Book/Published conference output › Chapter

  • Outsourcing 100%
  • Risk management 91%
  • Random forests 89%
  • Linear regression 85%
  • Supply chains 83%

• Warehouse and Inventory Management

  Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 219-269

  Research output: Chapter in Book/Published conference output › Chapter

  • Warehouses 100%
  • Logistic regression 24%
  • Supply chains 21%
  • Linear programming 20%
  • Managers 18%