scholarly journals Financial Time Series Forecasting - A Machine Learning Approach

2017 ◽  
Vol 4 (1/2/3) ◽  
pp. 11-27 ◽  
Author(s):  
Alexiei Dingli ◽  
Karl Sant Fournier
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Financial Time Series ◽  
Time Series Forecasting ◽  
Learning Approach ◽  
Financial Time ◽  
Machine Learning Approach

scholarly journals The ETS Challenges: A Machine Learning Approach to the Evaluation of Simulated Financial Time Series for Improving Generation Processes

2019 ◽  
Vol 1 (3) ◽  
pp. 68-86
Author(s):  
Javier Franco-Pedroso ◽  
Joaquin Gonzalez-Rodriguez ◽  
Maria Planas ◽  
Jorge Cubero ◽  
Rafael Cobo ◽  
...  
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Financial Time Series ◽  
Learning Approach ◽  
Financial Time ◽  
Machine Learning Approach

Non-tuned machine learning approach for hydrological time series forecasting

2016 ◽  
Vol 30 (5) ◽  
pp. 1479-1491 ◽  
Author(s):  
Zaher Mundher Yaseen ◽  
Mohammed Falah Allawi ◽  
Ali A. Yousif ◽  
Othman Jaafar ◽  
Firdaus Mohamad Hamzah ◽  
...  
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Time Series Forecasting ◽  
Learning Approach ◽  
Machine Learning Approach

An Ensemble Machine Learning Approach For Time Series Forecasting of COVID-19 Cases

2021 ◽  
Author(s):  
Renato R. Maaliw ◽  
Melvin A. Ballera ◽  
Zoren P. Mabunga ◽  
Aubee T. Mahusay ◽  
Dhenalyn A. Dejelo ◽  
...  
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Time Series Forecasting ◽  
Learning Approach ◽  
Ensemble Machine Learning ◽  
Machine Learning Approach

scholarly journals Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data

2020 ◽  
Vol 136 ◽  
pp. 183-189 ◽  
Author(s):  
Nikolaos Passalis ◽  
Anastasios Tefas ◽  
Juho Kanniainen ◽  
Moncef Gabbouj ◽  
Alexandros Iosifidis
Keyword(s):  
Time Series ◽  
Financial Time Series ◽  
Limit Order Book ◽  
Time Series Forecasting ◽  
Order Book ◽  
Limit Order ◽  
Bag Of Features ◽  
Financial Time
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