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

  • @tshetendendup6505
    @tshetendendup6505 Жыл бұрын

    thank you.. you made our research task successful

  • @HarshDadhaniya-s1r
    @HarshDadhaniya-s1r11 күн бұрын

    Sir, First, thank you so much for making this informative video about ANN. Sir, could you make a video on the ANN genetic algorithm ?

  • @dk52214
    @dk522148 ай бұрын

    awasom explained

  • @spaceliu8186
    @spaceliu8186 Жыл бұрын

    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?

  • @AmirJabari-ku8xy
    @AmirJabari-ku8xy Жыл бұрын

    Thank you so much

  • @40NoNameFound-100-years-ago
    @40NoNameFound-100-years-ago Жыл бұрын

    Thank you very much

  • @user-ph2gx8gx7v
    @user-ph2gx8gx7v8 ай бұрын

    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.

  • @aibada6594
    @aibada6594 Жыл бұрын

    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

  • @user-jb3pm7bu8j
    @user-jb3pm7bu8j6 ай бұрын

    Thank you

  • @antertoby5406
    @antertoby54062 ай бұрын

    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?

  • @hsf2047
    @hsf20475 ай бұрын

    If I go with Regression Learner, will it by default perform Neural Net Fitting as well?

  • @AnshikaSinghLucky
    @AnshikaSinghLucky Жыл бұрын

    What will be the prediction codes for 2 dimensional arrays

  • @Kollysman
    @KollysmanАй бұрын

    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

  • @dr.jyotichahal9029
    @dr.jyotichahal9029 Жыл бұрын

    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

    @abdulmoeed4577

    9 ай бұрын

    name of the paper in which you used spss?

  • @salehabuzir5642
    @salehabuzir564211 ай бұрын

    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

    @RESEARCHHUB

    10 ай бұрын

    ideally, you need to equal number of rows.

  • @HarshDadhaniya-s1r
    @HarshDadhaniya-s1r11 күн бұрын

    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 ?

  • @nagalapallisatish4942
    @nagalapallisatish4942 Жыл бұрын

    is it R square or R @12:28

  • @hamsatalhob6229
    @hamsatalhob6229 Жыл бұрын

    كيف يمكنني استخدام الشبكات العصبونية في التحكم بعمل المرشح الفعال التغرعي

  • @quangvinh4701
    @quangvinh470118 күн бұрын

    Hi Sir, could you please share the research paper (pdf file) with us for studying in details? Many thank you for your useful explanation.

  • @madhursaini5796
    @madhursaini57969 ай бұрын

    we have option to change the no. of neurons but how do we change the no of hidden layers

  • @martin_pertusa

    @martin_pertusa

    7 ай бұрын

    Unfortunately, u cannot change no of hidden layers with this MATLAB toolbox, maybe with other ones.

  • @amitmandal5042
    @amitmandal50427 ай бұрын

    For each run it gives very different results. Can this result be controlled or it is some fault in coding??

  • @RESEARCHHUB

    @RESEARCHHUB

    6 ай бұрын

    thsi is common in ANN due to how ANN works, but most results should be similar

  • @amitmandal5042

    @amitmandal5042

    6 ай бұрын

    Thank you

  • @anita7021
    @anita7021Ай бұрын

    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

    @RESEARCHHUB

    Ай бұрын

    better code it into categories. this video might help kzread.info/dash/bejne/rJ521byLn7SpgZs.htmlsi=2_16UNWySfnQb3Vs

  • @user-vm4gi1bs4u
    @user-vm4gi1bs4u Жыл бұрын

    Can you share that file

  • @issamfn3736
    @issamfn37369 ай бұрын

    How can I get the data ?

  • @RESEARCHHUB

    @RESEARCHHUB

    9 ай бұрын

    Hi, we do not have permission to share this data. We will make another video with shareable data

  • @issamfn3736

    @issamfn3736

    9 ай бұрын

    thank you @@RESEARCHHUB

  • @AnupSharma-xt9ln
    @AnupSharma-xt9ln3 ай бұрын

    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

    @AnupSharma-xt9ln

    3 ай бұрын

    in first line this is MATLAB not laptop, sorry for that.

  • @028civ_uzmagul7
    @028civ_uzmagul76 ай бұрын

    how to do it for multiple dependent variables

  • @RESEARCHHUB

    @RESEARCHHUB

    6 ай бұрын

    You can run multiple models, each with a different dependent variable.

  • @ViBuZone
    @ViBuZoneАй бұрын

    How to use free matlab please add matlb link here

  • @chidanandaprathibha
    @chidanandaprathibha Жыл бұрын

    can u please share the data file

  • @ricricri

    @ricricri

    Жыл бұрын

    It's literally open source

  • @gabrielpaave6406

    @gabrielpaave6406

    Жыл бұрын

    How can I get the data

  • @crchetann
    @crchetann4 ай бұрын

    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 .?

  • @satyanarayanagogula4064
    @satyanarayanagogula4064 Жыл бұрын

    Sir ur mail id

  • @user-qf4pd3fv9d
    @user-qf4pd3fv9d6 ай бұрын

    Thank you very much

  • @RESEARCHHUB

    @RESEARCHHUB

    6 ай бұрын

    You are welcome