Artificial Neural Network (ANN) modeling using Matlab
This video demonstrates an implementation of Artificial Neural Network (ANN) modeling using Matlab in the context of energy efficiency optimization of ships.
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#machinelearning #artificialintelligence #matlab
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Пікірлер: 44
thank you.. you made our research task successful
Sir, First, thank you so much for making this informative video about ANN. Sir, could you make a video on the ANN genetic algorithm ?
awasom explained
The regression learner seems to have included ANN already? The R2 factor seems to be lower than 0.95, which is bad to some degree. Do you recommend to use regression learner or ANN?
Thank you so much
Thank you very much
If I use ANN for bearing fault diagnosis what values are the input and target variable. I have raw vibration data that contains three columns time, Acoustic, and amplitude respectively.
it seems that Malab's neural network fitting tool doesn't give you options to control regulations (e.g. L1/L2) unlike their deep neural network tools
Thank you
thank you, how do we make the nftool predict greater volumes of data at once instead of one value at a time as demonstrated in the video?
If I go with Regression Learner, will it by default perform Neural Net Fitting as well?
What will be the prediction codes for 2 dimensional arrays
Thank you so much for this. It's indeed helpful sir.. I'll greatly appreciate your idea on how to choose a training algorithm apart from the ones on the available options. Best regards
Well explained. I used the ANN through SPSS rather than Matlab in one of my papers. I noticed that the majority of the articles also reported the R2 for ANN model too (R2 = 1 - RMSE /S2, where S2 is the intended output variance for the test data), But I failed to grasp it. Please, could you assist me? Though I've successfully calculated the Normalized Importance and RMSE table. one more request, please make a video on NCA (necessary condition analysis).
@abdulmoeed4577
9 ай бұрын
name of the paper in which you used spss?
Thanks a lot for you video. I have a question please. What if I have input columns, but with different number of rows? And also for the output? Let’s say for example the a column which contains the speed of wind has 1200 rows and for example temperature of wind has 900 rows, and the output has 800 rows. Is it possible to have the neural network? Or the input and the output should have the same number of rows?
@RESEARCHHUB
10 ай бұрын
ideally, you need to equal number of rows.
Sir, Firstly, thank you so much for making this informative video about ANN. I have one request, Sir. Could you make a video on ANN genetic algorithm ?
is it R square or R @12:28
كيف يمكنني استخدام الشبكات العصبونية في التحكم بعمل المرشح الفعال التغرعي
Hi Sir, could you please share the research paper (pdf file) with us for studying in details? Many thank you for your useful explanation.
we have option to change the no. of neurons but how do we change the no of hidden layers
@martin_pertusa
7 ай бұрын
Unfortunately, u cannot change no of hidden layers with this MATLAB toolbox, maybe with other ones.
For each run it gives very different results. Can this result be controlled or it is some fault in coding??
@RESEARCHHUB
6 ай бұрын
thsi is common in ANN due to how ANN works, but most results should be similar
@amitmandal5042
6 ай бұрын
Thank you
If text data exists in input data then we have to convert it into numerical value??... what should we do in that type of case?
@RESEARCHHUB
Ай бұрын
better code it into categories. this video might help kzread.info/dash/bejne/rJ521byLn7SpgZs.htmlsi=2_16UNWySfnQb3Vs
Can you share that file
How can I get the data ?
@RESEARCHHUB
9 ай бұрын
Hi, we do not have permission to share this data. We will make another video with shareable data
@issamfn3736
9 ай бұрын
thank you @@RESEARCHHUB
sir, i want more information about all apps that is already inbuilt in laptop for my research purpose. presently i am working on the project of 'prediction of concrete tensile strength' can you give some beneficial information about it
@AnupSharma-xt9ln
3 ай бұрын
in first line this is MATLAB not laptop, sorry for that.
how to do it for multiple dependent variables
@RESEARCHHUB
6 ай бұрын
You can run multiple models, each with a different dependent variable.
How to use free matlab please add matlb link here
can u please share the data file
@ricricri
Жыл бұрын
It's literally open source
@gabrielpaave6406
Жыл бұрын
How can I get the data
Sir, you are running all code every time, isn’t that mean you are getting new train network each time and respective output. isnt it better to train a single model and then recall it for your input by runing selected lines .?
Sir ur mail id
Thank you very much
@RESEARCHHUB
6 ай бұрын
You are welcome