Univariate Time Series Forecasting by Investigating Intermittence and Demand Individually

Human Centred Intelligent Systems - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-16-3264-8_14 ◽

2021 ◽

pp. 143-151

Author(s):

Florian Grimm ◽

Daniel Kiefer ◽

Markus Bauer

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Univariate Time Series

Download Full-text

Evaluation of the Transformer Architecture for Univariate Time Series Forecasting

10.1007/978-3-030-85713-4_11 ◽

2021 ◽

pp. 106-115

Author(s):

Pedro Lara-Benítez ◽

Luis Gallego-Ledesma ◽

Manuel Carranza-García ◽

José M. Luna-Romera

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Univariate Time Series

Download Full-text

PRACTICAL METHODS FOR UNIVARIATE TIME SERIES FORECASTING

Forecasting Economic Time Series ◽

10.1016/b978-0-12-295183-1.50011-x ◽

1986 ◽

pp. 151-186 ◽

Author(s):

C.W.J. GRANGER ◽

PAUL NEWBOLD

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Univariate Time Series

Download Full-text

Univariate time-series forecasting of monthly peak demand of electricity in northern India

International Journal of Indian Culture and Business Management ◽

10.1504/ijicbm.2008.018626 ◽

2008 ◽

Vol 1 (4) ◽

pp. 466 ◽

Author(s):

Sajal Ghosh

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Peak Demand ◽

Northern India ◽

Univariate Time Series

Download Full-text

Model selection in univariate time series forecasting using discriminant analysis

International Journal of Forecasting ◽

10.1016/s0169-2070(97)00031-9 ◽

1997 ◽

Vol 13 (4) ◽

pp. 489-500 ◽

Author(s):

Chandra Shah

Keyword(s):

Time Series ◽

Discriminant Analysis ◽

Model Selection ◽

Time Series Forecasting ◽

Univariate Time Series

Download Full-text

Framework to identify a set of univariate time series forecasting techniques to aid in business decision making

International Journal of Intelligent Enterprise ◽

10.1504/ijie.2020.10031718 ◽

2020 ◽

Vol 7 (4) ◽

pp. 423

Author(s):

Tripti Mahara ◽

Iram Naim

Keyword(s):

Decision Making ◽

Time Series ◽

Time Series Forecasting ◽

Business Decision ◽

Univariate Time Series ◽

Forecasting Techniques

Download Full-text

Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252470 ◽

2012 ◽

Author(s):

Joao Henrique F. Flores ◽

Paulo Martins Engel ◽

Rafael C. Pinto

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Forecasting ◽

Autocorrelation Functions ◽

Univariate Time Series

Download Full-text

Input selection in support vector regression for univariate time series forecasting

10.1063/1.5139837 ◽

2019 ◽

Author(s):

Dini Riyani ◽

Dedy Dwi Prastyo ◽

Suhartono

Keyword(s):

Time Series ◽

Support Vector Regression ◽

Time Series Forecasting ◽

Support Vector ◽

Input Selection ◽

Univariate Time Series

Download Full-text

Framework to identify a set of univariate time series forecasting techniques to aid in business decision making

International Journal of Intelligent Enterprise ◽

10.1504/ijie.2020.110764 ◽

2020 ◽

Vol 7 (4) ◽

pp. 423

Author(s):

Iram Naim ◽

Tripti Mahara

Keyword(s):

Decision Making ◽

Time Series ◽

Time Series Forecasting ◽

Business Decision ◽

Univariate Time Series ◽

Forecasting Techniques

Download Full-text

Univariate time series forecasting with fuzzy CMAC

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1384570 ◽

2005 ◽

Author(s):

Da-Ming Shi ◽

Jun-Bin Gao ◽

R. Tilani

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Univariate Time Series

Download Full-text

GETS: Grammatical Evolution based Optimization of Smoothing Parameters in Univariate Time Series Forecasting

Proceedings of the 12th International Conference on Agents and Artificial Intelligence ◽

10.5220/0008963305950602 ◽

2020 ◽

Author(s):

Conor Ryan ◽

Meghana Kshirsagar ◽

Purva Chaudhari ◽

Rushikesh Jachak

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Grammatical Evolution ◽

Univariate Time Series ◽

Smoothing Parameters

Download Full-text