scholarly journals Special Issue “Statistical Data Modeling and Machine Learning with Applications”

Mathematics ◽  
2021 ◽  
Vol 9 (23) ◽  
pp. 2997
Author(s):  
Snezhana Gocheva-Ilieva
Keyword(s):  
Machine Learning ◽  
Statistical Data ◽  
Data Modeling ◽  
Special Issue

Give Us Data to Predict Your Future! [...]

Using Machine Learning to Assess Yield Impacts of Crop Rotation: Combining Satellite and Statistical Data for Ukraine

2020 ◽  
Author(s):  
Klaus Deininger ◽  
Daniel Ayalew Ali ◽  
Nataliia Kussul ◽  
Mykola Lavreniuk ◽  
Oleg Nivievskyi
Keyword(s):  
Machine Learning ◽  
Crop Rotation ◽  
Statistical Data

scholarly journals Special Issue “Interplay between Financial and Actuarial Mathematics”

Risks ◽  
2021 ◽  
Vol 9 (8) ◽  
pp. 139
Author(s):  
Corina Constantinescu ◽  
Julia Eisenberg
Keyword(s):  
Machine Learning ◽  
Control Theory ◽  
Option Pricing ◽  
Interest Rates ◽  
Financial Mathematics ◽  
Special Issue ◽  
Actuarial Mathematics ◽  
Mortality Models ◽  
Low Interest Rates

The Special Issue aims to highlight the interaction between actuarial and financial mathematics, which, due to the recent low interest rates and implications of COVID-19, requires an interlace between actuarial and financial methods, along with control theory, machine learning, mortality models, option pricing, hedging, unit-linked contracts and drawdown analysis, among others [...]

scholarly journals Special Issue “Advances in Machine Learning and Deep Learning Based Machine Fault Diagnosis and Prognosis”

Processes ◽  
2021 ◽  
Vol 9 (3) ◽  
pp. 532
Author(s):  
Mohand Djeziri ◽  
Marc Bendahan
Keyword(s):  
Machine Learning ◽  
Deep Learning ◽  
Fault Diagnosis ◽  
Special Issue ◽  
Maintenance Strategies ◽  
Corrective Maintenance ◽  
Diagnosis And Prognosis ◽  
Machine Fault Diagnosis ◽  
Failure Prognosis ◽  
Fault Diagnosis And Prognosis

Fault diagnosis and failure prognosis aim to reduce downtime of the systems and to optimise their performance by replacing preventive and corrective maintenance strategies with predictive or conditional ones [...]

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