Feature Selection for Time-Series Prediction in Case of Undetermined Estimation

Advances in Intelligent Systems and Computing - Biologically Inspired Cognitive Architectures (BICA) for Young Scientists ◽

10.1007/978-3-319-32554-5_12 ◽

2016 ◽

pp. 85-97 ◽

Author(s):

Khmilovyi Sergii ◽

Skobtsov Yurii ◽

Vasyaeva Tatyana ◽

Andrievskaya Natalia

Keyword(s):

Time Series ◽

Feature Selection ◽

Time Series Prediction ◽

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Feature selection for time series prediction – A combined filter and wrapper approach for neural networks

Neurocomputing ◽

10.1016/j.neucom.2010.01.017 ◽

2010 ◽

Vol 73 (10-12) ◽

pp. 1923-1936 ◽

Author(s):

Sven F. Crone ◽

Nikolaos Kourentzes

Keyword(s):

Neural Networks ◽

Time Series ◽

Feature Selection ◽

Time Series Prediction ◽

Wrapper Approach ◽

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LSTM Neural Network Model with Feature selection for Financial Time series Prediction

2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) ◽

10.1109/i-smac49090.2020.9243376 ◽

2020 ◽

Author(s):

Nikhitha Pai ◽

V. Ilango

Keyword(s):

Neural Network ◽

Time Series ◽

Feature Selection ◽

Network Model ◽

Neural Network Model ◽

Financial Time Series ◽

Time Series Prediction ◽

Financial Time ◽

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A windowed correlation-based feature selection method to improve time series prediction of dengue fever cases

IEEE Access ◽

10.1109/access.2021.3120309 ◽

2021 ◽

pp. 1-1

Author(s):

Tanvir Ferdousi ◽

Lee W. Cohnstaedt ◽

Caterina M. Scoglio

Keyword(s):

Time Series ◽

Feature Selection ◽

Dengue Fever ◽

Time Series Prediction ◽

Feature Selection Method ◽

Selection Method ◽

Correlation Based Feature Selection

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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 ◽

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 ◽

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Mutual Information with Parameter Determination Approach for Feature Selection in Multivariate Time Series Prediction

Engineering Applications of Neural Networks - Communications in Computer and Information Science ◽

10.1007/978-3-319-44188-7_17 ◽

2016 ◽

pp. 227-237

Author(s):

Tianhong Liu ◽

Haikun Wei ◽

Chi Zhang ◽

Kanjian Zhang

Keyword(s):

Time Series ◽

Feature Selection ◽

Mutual Information ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Parameter Determination

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Grey System Correlation-based Feature Selection for Time Series Forecasting

2020 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS) ◽

10.1109/icpics50287.2020.9202167 ◽

2020 ◽

Author(s):

Wei Cheng ◽

Shufeng Wei ◽

Fei Cheng

Keyword(s):

Time Series ◽

Feature Selection ◽

Time Series Forecasting ◽

Grey System ◽

Correlation Based Feature Selection ◽

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Mutual information based feature selection for multivariate time series forecasting

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7554480 ◽

2016 ◽

Author(s):

Tianhong Liu ◽

Haikun Wei ◽

Kanjian Zhang ◽

Weili Guo

Keyword(s):

Time Series ◽

Feature Selection ◽

Mutual Information ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

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Fast variable selection for memetracker phrases time series prediction

Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '12 ◽

10.1145/2413097.2413156 ◽

2012 ◽

Author(s):

Yoan Miche ◽

Tatiana Chistiakova ◽

Anton Akusok ◽

Amaury Lendasse ◽

Rui Nian ◽

...

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Prediction ◽

Fast Variable ◽

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Feature Selection for Time Series Forecasting: A Case Study

10.1109/his.2008.95 ◽

2008 ◽

Author(s):

Rubén García Pajares ◽

Jose M. Benítez ◽

Gregorio Sáinz Palmero

Keyword(s):

Time Series ◽

Feature Selection ◽

Time Series Forecasting ◽

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Chaotic Time Series Prediction with Feature Selection Evolution

2011 IEEE Electronics, Robotics and Automotive Mechanics Conference ◽

10.1109/cerma.2011.19 ◽

2011 ◽

Author(s):

V. Landassuri-Moreno ◽

J. Raymundo Marcial-Romero ◽

A. Montes-Venegas ◽

Marco A. Ramos

Keyword(s):

Time Series ◽

Feature Selection ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

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