Single hidden layer artificial neural network models versus multiple linear regression model in forecasting the time series of total ozone

G. Bandyopadhyay; S. Chattopadhyay

doi:10.1007/bf03325972

Single hidden layer artificial neural network models versus multiple linear regression model in forecasting the time series of total ozone

International Journal of Environmental Science and Technology ◽

10.1007/bf03325972 ◽

2007 ◽

Vol 4 (1) ◽

pp. 141-149 ◽

Cited By ~ 62

Author(s):

G. Bandyopadhyay ◽

S. Chattopadhyay

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Linear Regression ◽

Total Ozone ◽

Multiple Linear Regression Model ◽

Network Models ◽

Neural Network Models ◽

Hidden Layer ◽

Artificial Neural Network Models

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Comparison of Weighted and Simple Linear Regression and Artificial Neural Network Models in Freeway Accidents Prediction

2010 Second International Conference on Computer and Network Technology ◽

10.1109/iccnt.2010.73 ◽

2010 ◽

Cited By ~ 1

Author(s):

Abbas Mahmoudabadi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Linear Regression ◽

Network Models ◽

Simple Linear Regression ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Comparison of the 3-phase segmented linear regression and artificial neural network models to predict broiler hatchability

The Journal of Applied Poultry Research ◽

10.3382/japr.2010-00249 ◽

2011 ◽

Vol 20 (4) ◽

pp. 447-453 ◽

Cited By ~ 2

Author(s):

M. Chamsaz ◽

A.H. Perai ◽

S. Asadpour ◽

R. Hosseini Shahidi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Linear Regression ◽

Network Models ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Evaluation of ground water quality contaminants using linear regression and artificial neural network models

Arabian Journal of Geosciences ◽

10.1007/s12517-017-2867-6 ◽

2017 ◽

Vol 10 (6) ◽

Cited By ~ 15

Author(s):

G. Charulatha ◽

S. Srinivasalu ◽

O. Uma Maheswari ◽

T. Venugopal ◽

L. Giridharan

Keyword(s):

Neural Network ◽

Water Quality ◽

Artificial Neural Network ◽

Linear Regression ◽

Ground Water ◽

Network Models ◽

Ground Water Quality ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Prediction of tuberculosis cases based on sociodemographic and environmental factors in gombak, Selangor, Malaysia: A comparative assessment of multiple linear regression and artificial neural network models

International Journal of Mycobacteriology ◽

10.4103/ijmy.ijmy_182_21 ◽

2021 ◽

Vol 10 (4) ◽

pp. 442

Author(s):

Malina Osman ◽

NurAdibah Mohidem ◽

FarrahMelissa Muharam ◽

SalizaMohd Elias ◽

Rafiza Shaharudin ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Environmental Factors ◽

Linear Regression ◽

Multiple Linear Regression ◽

Network Models ◽

Comparative Assessment ◽

Neural Network Models ◽

Artificial Neural ◽

Artificial Neural Network Models

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Improved one day-ahead price forecasting using combined time series and artificial neural network models for the electricity market

International Journal of Industrial and Systems Engineering ◽

10.1504/ijise.2011.043138 ◽

2011 ◽

Vol 9 (3) ◽

pp. 249 ◽

Cited By ~ 1

Author(s):

Ali Azadeh ◽

Seyed Farid Ghaderi ◽

Behnaz Pourvalikhan Nokhandan ◽

Shima Nassiri

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Electricity Market ◽

Network Models ◽

Price Forecasting ◽

Neural Network Models ◽

Artificial Neural ◽

Combined Time Series ◽

Artificial Neural Network Models

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Stepwise Selection of Artificial Neural Network Models for Time Series Prediction

Journal of Intelligent Systems ◽

10.1515/jisys.2005.14.2-3.99 ◽

2005 ◽

Vol 14 (2-3) ◽

pp. 99-122 ◽

Cited By ~ 21

Author(s):

S.F. Crone

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Time Series Prediction ◽

Network Models ◽

Neural Network Models ◽

Stepwise Selection ◽

Artificial Neural ◽

Artificial Neural Network Models ◽

Selection Of

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Freight-Forward Agreement Time series Modelling Based on Artificial Neural Network Models

Strojniški vestnik – Journal of Mechanical Engineering ◽

10.5545/sv-jme.2013.947 ◽

2013 ◽

Vol 9 (59) ◽

pp. 511-516 ◽

Cited By ~ 3

Author(s):

Dimitrios Lyridis ◽

Panayotis Zacharioudakis ◽

Stylianos Iordanis ◽

Sophia Daleziou

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Network Models ◽

Neural Network Models ◽

Time Series Modelling ◽

Artificial Neural ◽

Artificial Neural Network Models

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Development and Analysis of Artificial Neural Network Models for Rainfall Prediction by Using Time-Series Data

International Journal of Intelligent Systems and Applications ◽

10.5815/ijisa.2018.01.03 ◽

2018 ◽

Vol 10 (1) ◽

pp. 16-23 ◽

Cited By ~ 26

Author(s):

Neelam Mishra ◽

◽

Hemant Kumar Soni ◽

Sanjiv Sharma ◽

A K Upadhyay

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Time Series Data ◽

Network Models ◽

Series Data ◽

Neural Network Models ◽

Rainfall Prediction ◽

Artificial Neural ◽

Artificial Neural Network Models

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Application of time-series and Artificial Neural Network models in short term load forecasting for scheduling of storage devices

2014 49th International Universities Power Engineering Conference (UPEC) ◽

10.1109/upec.2014.6934761 ◽

2014 ◽

Cited By ~ 1

Author(s):

K. M. U. Ahmed ◽

M. Ampatzis ◽

P. H. Nguyen ◽

W. L. Kling

Keyword(s):

Neural Network ◽

Time Series ◽

Artificial Neural Network ◽

Load Forecasting ◽

Network Models ◽

Short Term ◽

Neural Network Models ◽

Storage Devices ◽

Short Term Load Forecasting ◽

Artificial Neural Network Models

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Comparison of multiple linear regression and artificial neural network models for downscaling TRMM precipitation products using MODIS data

Environmental Earth Sciences ◽

10.1007/s12665-016-5883-z ◽

2016 ◽

Vol 75 (14) ◽

Cited By ~ 17

Author(s):

D. D. Alexakis ◽

I. K. Tsanis

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Linear Regression ◽

Multiple Linear Regression ◽

Network Models ◽

Neural Network Models ◽

Modis Data ◽

Trmm Precipitation ◽

Artificial Neural ◽

Artificial Neural Network Models

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