HIGHLIGHTS
- who: Stanisu0142aw Kozdrowski and colleagues from the Institute of Computer Science, Warsaw University of Technology, Nowowiejska, Warsaw, Poland have published the article: A Comprehensive Study of Machine Learning Application to Transmission Quality Assessment in Optical Networks, in the Journal: (JOURNAL)
- what: The authors have therefore focused on the problem of quality assessment in a DWDM network and propose a solution, which can be relatively easily implemented by a network operator. The authors propose a specially tailored approach using ML algorithms to solve this problem and compare binary classification algorithms combined with different class imbalance compensation . . .
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