A review on unsupervised learning algorithms and applications in supply chain management

Author:

Rolf Benjamin1,Beier Alexander2,Jackson Ilya3,Müller Marcel1,Reggelin Tobias1,Stuckenschmidt Heiner2,Lang Sebastian14ORCID

Affiliation:

1. Institut für Logistik und Materialflusstechnik, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

2. Fakultät für Wirtschaftsinformatik und Mathematik, Universität Mannheim, Mannheim, Germany

3. Massachusetts Institute of Technology, Center for Transportation & Logistics, Cambridge, MA, USA

4. Fraunhofer Institute for Factory Operation and Automation IFF, Magdeburg, Germany

Funder

Federal Ministry of Education and Research of Germany

Publisher

Informa UK Limited

Reference272 articles.

1. Sustainability assessment and modeling based on supervised machine learning techniques: The case for food consumption

2. Three-stage algorithms for the large-scale dynamic vehicle routing problem with industry 4.0 approach

3. How Machine Learning Will Transform Supply Chain Management;Agrawal Narendra;Harvard Business Review,2024

4. Agrawal Rakesh Tomasz Imieliński and Arun Swami. 1993. “Mining Association Rules Between Sets of Items in Large Databases.” In Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data SIGMOD '93 207–216. New York NY USA: Association for Computing Machinery. https://doi.org/10.1145/170035.170072.

5. Agrawal Rakesh and Ramakrishnan Srikant. 1994. “Fast Algorithms for Mining Association Rules in Large Databases.” In Proceedings of the 20th International Conference on Very Large Data Bases VLDB '94 487–499. San Francisco CA USA: Morgan Kaufmann Publishers Inc.

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