Financial Time Series Forecasting – A Deep Learning Approach

International Journal of Machine Learning and Computing ◽

10.18178/ijmlc.2017.7.5.632 ◽

2017 ◽

Vol 7 (5) ◽

pp. 118-122 ◽

Author(s):

Alexiei Dingli ◽

◽

Karl Sant Fournier

Keyword(s):

Time Series ◽

Deep Learning ◽

Financial Time Series ◽

Time Series Forecasting ◽

Learning Approach ◽

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Adaboost-Based Long Short-Term Memory Ensemble Learning Approach for Financial Time Series Forecasting

Current Science ◽

10.18520/cs/v115/i1/159-165 ◽

2018 ◽

Vol 115 (1) ◽

pp. 159 ◽

Author(s):

Yungao Wu ◽

Jianwei Gao

Keyword(s):

Time Series ◽

Ensemble Learning ◽

Short Term Memory ◽

Financial Time Series ◽

Time Series Forecasting ◽

Learning Approach ◽

Term Memory ◽

Financial Time ◽

Long Short Term Memory

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Financial Time Series Forecasting - A Machine Learning Approach

Machine Learning and Applications An International Journal ◽

10.5121/mlaij.2017.4302 ◽

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

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Financial Time Series Forecasting Using Deep Learning Network

Communications in Computer and Information Science - Applications of Computing and Communication Technologies ◽

10.1007/978-981-13-2035-4_3 ◽

2018 ◽

pp. 23-33 ◽

Author(s):

Preeti ◽

Ankita Dagar ◽

Rajni Bala ◽

Ram Pal Singh

Keyword(s):

Time Series ◽

Deep Learning ◽

Financial Time Series ◽

Time Series Forecasting ◽

Learning Network ◽

Financial Time ◽

Deep Learning Network

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Analysis of Financial Time Series Forecasting using Deep Learning Model

2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence) ◽

10.1109/confluence51648.2021.9377158 ◽

2021 ◽

Author(s):

Raghavendra Kumar ◽

Pardeep Kumar ◽

Yugal Kumar

Keyword(s):

Time Series ◽

Deep Learning ◽

Financial Time Series ◽

Learning Model ◽

Time Series Forecasting ◽

Financial Time ◽

Deep Learning Model

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Financial Time Series Forecasting Applying Deep Learning Algorithms

10.1007/978-3-030-89941-7_4 ◽

2021 ◽

pp. 46-60

Author(s):

Erik Solís ◽

Sherald Noboa ◽

Erick Cuenca

Keyword(s):

Time Series ◽

Deep Learning ◽

Financial Time Series ◽

Learning Algorithms ◽

Time Series Forecasting ◽

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Financial time series forecasting with deep learning : A systematic literature review: 2005–2019

Applied Soft Computing ◽

10.1016/j.asoc.2020.106181 ◽

2020 ◽

Vol 90 ◽

pp. 106181 ◽

Author(s):

Omer Berat Sezer ◽

Mehmet Ugur Gudelek ◽

Ahmet Murat Ozbayoglu

Keyword(s):

Time Series ◽

Deep Learning ◽

Literature Review ◽

Systematic Literature Review ◽

Financial Time Series ◽

Time Series Forecasting ◽

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Developing a deep learning framework with two-stage feature selection for multivariate financial time series forecasting

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113237 ◽

2020 ◽

Vol 148 ◽

pp. 113237 ◽

Author(s):

Tong Niu ◽

Jianzhou Wang ◽

Haiyan Lu ◽

Wendong Yang ◽

Pei Du

Keyword(s):

Time Series ◽

Feature Selection ◽

Deep Learning ◽

Financial Time Series ◽

Time Series Forecasting ◽

Two Stage ◽

Learning Framework ◽

Financial Time ◽

Selection For ◽

Multivariate Financial Time Series

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Deep Learning for Financial Time Series Forecasting in A-Trader System

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems ◽

10.15439/2017f449 ◽

2017 ◽

Author(s):

Jerzy Korczak ◽

Marcin Hernes

Keyword(s):

Time Series ◽

Deep Learning ◽

Financial Time Series ◽

Time Series Forecasting ◽

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

Pattern Recognition Letters ◽

10.1016/j.patrec.2020.06.006 ◽

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 ◽

Limit Order ◽

Bag Of Features ◽

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Financial Time Series Forecasting with Multi-Modality Graph Neural Network

Pattern Recognition ◽

10.1016/j.patcog.2021.108218 ◽

2021 ◽

pp. 108218

Author(s):

Dawei Cheng ◽

Fangzhou Yang ◽

Sheng Xiang ◽

Jin Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Financial Time Series ◽

Time Series Forecasting ◽

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