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Questions related to ANN Techniques
We aimed to perform analysis using ANN using 15 various parameters. Now we want to get importance of each parameter as output for further analysis but unable to do so. Need help and kind...
09 September 2020 3,426 2 View
I have a dataset of some dependent and independent variables. How to get a parametric equation from this. In some paper, it is written that they have created equation from Gene programming method....
25 July 2020 7,308 2 View
Hi all, i am doing a project that models the removal efficiency of wastewater with different operation conditions. I am using Rstudio with keras packages for the modeling. I have some question...
02 February 2020 2,023 6 View
Can Python be used for real-time classification just like the ANN of Matlab? Can you share some research or tutorial references which you found useful? Thanks in advance.
01 January 2020 2,231 4 View
Hi everyone, I have collected a set of experimental data regarding the strength of a composite material. Besides quantitative data (dimensions and mechanical properties of the materials),...
01 January 2020 3,905 3 View
I am running an MLP to estimate an output give 3 variables and 1600 observations. I resample the data into 10 bags and in each bag, I performed 10-fold cross validation. However, when I average...
11 September 2019 6,315 2 View
09 September 2019 8,373 3 View
Dear all, In machine learning, the most common way of splitting a dataset to obtain the training and test datasets is to randomly allocate the cases into one or the other taking into consideration...
21 April 2019 7,382 11 View
Project management in research project
20 December 2018 6,201 19 View
I'm exploring non linear modelling technique for demand forecasting in transportation sector where alternative transport mode implement. As a start it is good to have some ideas from you Thank you
19 October 2018 7,201 1 View
I have trained a NN with nprtool in MATLAB. However, I am planning to deploy this code with 3 user entry as input and the code will generate 1 output in binary of 1 or 0. Humbly may I ask for...
19 October 2018 3,036 2 View
The problem is that when I am de-normalizing the ANN predicted value and comparing it with original value then the error % is increasing drastically. So is it the right way? Or we can directly...
10 October 2018 8,907 8 View
10 October 2018 5,431 1 View
Are there any research improvements related to attention, emotions, motivation, pleasure, consciousness and personality developed using ANN.
22 August 2018 9,214 4 View
Simulation of cooling tower performance.
08 August 2018 8,181 4 View
08 August 2018 7,771 5 View
Does a neuron contribute towards the output if the weights and biases associated with it are zero?
08 August 2018 9,627 4 View
There are 4 factors affecting the adsorption process. I have a data of 30 experiments. I want to optimise the process using ANN GA. I have tried doing it but I am not getting accurate results can...
02 February 2018 4,263 4 View
I have used Random forest and ANN based prediction models for my study. But, I am unable to find any code for R/RStudio (though i have tried some, but they are not giving any results) related to...
01 January 2018 797 0 View
Dear All... I've been using ANN for predicting the target value by using architecture that consists of 8 input variables, one hidden layer consists of 2 neurons, and 1 output variables;...
01 January 2018 8,183 0 View
Hello to all, I'm Arianit Zeqiri a student at the University of Prishtina. I'm preparing a research work to predict the global solar radiation by classical methods and to compare it with methods...
13 November 2017 7,361 8 View
11 November 2017 5,012 6 View
I am trying to obtain the model equation (empirical formula) for predicting the optimum asphalt content for hotmix asphalt.I have 12 variables with 5 nodes in one hidden layer (12-5-1...
09 September 2017 7,619 1 View
My little research from a number of ANN-related articles reveal that authors are able to extract training, validation, testing and all data. I believe these are what MATLAB uses to generate the...
30 July 2017 4,293 3 View