Usability of Performance Indicators of Logistics Infrastructure Availability in Supply Chain Designing

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG42__%2F18%3A00536076" target="_blank" >RIV/60162694:G42__/18:00536076 - isvavai.cz</a>
Result on the web
<a href="http://blmm-conference.com/wp-content/uploads/BLMM-book_2018_online.pdf" target="_blank" >http://blmm-conference.com/wp-content/uploads/BLMM-book_2018_online.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Usability of Performance Indicators of Logistics Infrastructure Availability in Supply Chain Designing
Original language description
Level of supply chain performance is highly influenced by capability of logistics infrastructure as well as created network of activities and services operating at global, national, and regional scales. Dynamic environment can significantly influence expected availability and real capability of logistics infrastructure. The article represents possible analytical approach to supply chain design and identification of factors influencing logistics performance. In addition, the paper deals with application of key indicators and indexes to the classification of individual national levels of available logistics infrastructure. Clustering algorithms (k-means and hierarchical) and classification methods (decision trees, kNN and logistic regression) have been used for classification model construction and results evaluation. Furthermore, possible application for forecasting logistics infrastructure availability has been discussed.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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