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Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
◽
10.1109/wiiat50758.2020.00034
◽
2020
◽
Author(s):
Qi-Qiao He
◽
Patrick Cheong-Iao Pang
◽
Yain-Whar Si
Keyword(s):
Time Series
◽
Transfer Learning
◽
Financial Time Series
◽
Time Series Forecasting
◽
Financial Time
Download Full-text
Related Documents
Cited By
References
Transfer Learning for Financial Time Series Forecasting
PRICAI 2019: Trends in Artificial Intelligence - Lecture Notes in Computer Science
◽
10.1007/978-3-030-29911-8_3
◽
2019
◽
pp. 24-36
◽
Cited By ~ 1
Author(s):
Qi-Qiao He
◽
Patrick Cheong-Iao Pang
◽
Yain-Whar Si
Keyword(s):
Time Series
◽
Transfer Learning
◽
Financial Time Series
◽
Time Series Forecasting
◽
Financial Time
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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
◽
Cited By ~ 1
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
Download Full-text
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
◽
Financial Time
Download Full-text
Modified support vector machines in financial time series forecasting
Neurocomputing
◽
10.1016/s0925-2312(01)00676-2
◽
2002
◽
Vol 48
(1-4)
◽
pp. 847-861
◽
Cited By ~ 247
Author(s):
Francis E.H. Tay
◽
L.J. Cao
Keyword(s):
Time Series
◽
Support Vector Machines
◽
Financial Time Series
◽
Time Series Forecasting
◽
Support Vector
◽
Financial Time
◽
Vector Machines
Download Full-text
Designing Translation Invariant Operators for Financial Time Series Forecasting
2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06)
◽
10.1109/sbrn.2006.15
◽
2006
◽
Author(s):
Ricardo de A. Araujo
◽
Robson P. de Sousa
◽
Tiago A. E. Ferreira
Keyword(s):
Time Series
◽
Financial Time Series
◽
Time Series Forecasting
◽
Translation Invariant
◽
Financial Time
Download Full-text
A Novel Hybrid Intelligent Model for Financial Time Series Forecasting and Its Application
2009 International Conference on Business Intelligence and Financial Engineering
◽
10.1109/bife.2009.71
◽
2009
◽
Cited By ~ 1
Author(s):
Wei Wang
◽
Hong Zhao
◽
Qiang Li
◽
Zhixiong Liu
Keyword(s):
Time Series
◽
Financial Time Series
◽
Time Series Forecasting
◽
Financial Time
◽
Intelligent Model
Download Full-text
Convolutional Neural Networks, Image Recognition and Financial Time Series Forecasting
Mining Data for Financial Applications - Lecture Notes in Computer Science
◽
10.1007/978-3-030-37720-5_5
◽
2020
◽
pp. 60-69
Author(s):
Argimiro Arratia
◽
Eduardo Sepúlveda
Keyword(s):
Neural Networks
◽
Time Series
◽
Convolutional Neural Networks
◽
Image Recognition
◽
Financial Time Series
◽
Time Series Forecasting
◽
Financial Time
Download Full-text
Financial Time Series Forecasting Using a Compound Model Based on Wavelet Frame and Support Vector Regression
2008 Fourth International Conference on Natural Computation
◽
10.1109/icnc.2008.455
◽
2008
◽
Cited By ~ 1
Author(s):
Wensheng Dai
◽
Chi-Jie Lu
Keyword(s):
Time Series
◽
Support Vector Regression
◽
Financial Time Series
◽
Time Series Forecasting
◽
Support Vector
◽
Wavelet Frame
◽
Financial Time
◽
Model Based
◽
Compound Model
Download Full-text
Feature Selection for Support Vector Machines in Financial Time Series Forecasting
Intelligent Data Engineering and Automated Learning — IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents - Lecture Notes in Computer Science
◽
10.1007/3-540-44491-2_38
◽
2000
◽
pp. 268-273
◽
Cited By ~ 5
Author(s):
L. J. Cao
◽
Francis E. H. Tay
Keyword(s):
Time Series
◽
Feature Selection
◽
Support Vector Machines
◽
Financial Time Series
◽
Time Series Forecasting
◽
Support Vector
◽
Financial Time
◽
Vector Machines
◽
Selection For
Download Full-text
Fuzzy artificial neural network (p, d, q) model for incomplete financial time series forecasting
Journal of Intelligent & Fuzzy Systems
◽
10.3233/ifs-130775
◽
2014
◽
Vol 26
(2)
◽
pp. 831-845
◽
Cited By ~ 16
Author(s):
Mehdi Khashei
◽
Mehdi Bijari
Keyword(s):
Neural Network
◽
Time Series
◽
Artificial Neural Network
◽
Financial Time Series
◽
Time Series Forecasting
◽
Financial Time
◽
Q Model
◽
Artificial Neural
Download Full-text
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