scholarly journals Forcasting the Clinical Outcome: Artificial Neural Networks or Multivariate Statistical Models?

10.5772/15974 ◽  
2011 ◽  
Author(s):  
Ahmed Akl ◽  
Mohamed A
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Clinical Outcome ◽  
Statistical Models ◽  
Multivariate Statistical ◽  
Artificial Neural

scholarly journals Deep Learning and Autoregressive Approach for Prediction of Time Series Data

2021 ◽  
Vol 3 (2) ◽  
pp. 1
Author(s):  
Akhter Mohiuddin Rather
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Deep Learning ◽  
Statistical Models ◽  
Time Complexity ◽  
Time Series Data ◽  
Series Data ◽  
Learning Approach ◽  
Proposed Model ◽  
Artificial Neural

Fractional This paper proposes a deep learning approach for prediction of nonstationary data. A new regression scheme has been used in the proposed model. Any non-stationary data can be used to test the efficiency of the proposed model, however in this work stock data has been used due to the fact that stock data has a property of being nonlinear or non-stationary in nature. Beside using proposed model, predictions were also obtained using some statistical models and artificial neural networks. Traditional statistical models did not yield any expected results; artificial neural networks resulted into high time complexity. Therefore, deep learning approach seemed to be the best method as of today in dealing with such problems wherein time complexity and excellent predictions are of concern.

Artificial neural networks applied to quality-by-design: From formulation development to clinical outcome

2020 ◽  
Vol 152 ◽  
pp. 282-295
Author(s):  
Marta F. Simões ◽  
Gabriel Silva ◽  
Ana C. Pinto ◽  
Marlene Fonseca ◽  
Nuno E. Silva ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Clinical Outcome ◽  
Quality By Design ◽  
Formulation Development ◽  
Artificial Neural

scholarly journals Modeling the leaf area of Ormosia paraensis Ducke by statistical models and artificial neural networks

2018 ◽  
Vol 78 (4) ◽  
pp. 511-520 ◽  
Author(s):  
Ronaldo Oliveira dos Santos ◽  
Rubiene Neto-Soares ◽  
Mickelly Paula Queiroz Pimentel ◽  
Jadson Coelho de Abreu ◽  
Robson Borges de Lima ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Leaf Area ◽  
Statistical Models ◽  
Artificial Neural
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