How can I use Excel data set for LSTM Sequence to Sequence and Sequence to Label Classifications ?

I am currently working on a project on Long Short Term Memory for Sequence to Sequence and Sequence to label Classification on matlab. I am using excel data set. data =...

08 September 2019 6,095 4 View

How can I forecast 12 months ahead using ann?

I am currently working on a load forecasting project to forecast electricity load demand for one ahead. I have trained the network by using net=train(net p,t) and i have simulated it using sim(net...

06 July 2016 3,374 2 View

How do I represent input variables for artificial neural network design?

I am working on a artificial neural network design to forecast monthly electricity load for one year as output.I have monthly electricity loads,monthly temperature and monthly relative humidity as...

06 July 2016 6,759 11 View

Problem with my codes,the testTargets and trainPerformance showing NaN?

06 July 2016 10,005 0 View

Whenever i run my neural network I get different result.

I built my neural network using commands.Whenever i run my neural network I get different result. What can I do to have the same result?

06 July 2016 362 20 View

Can a I do normalization and Bad data identification and replacement on excel before importing it to matlab?

I am doing a work using raw data of weather and electric loads in excel sheet.When do I normalize my data and carry out Bad data detection? Can any one help me with the codes on matlab that can be...

05 June 2016 7,164 1 View

How to normalize data using matlab? How do you now use the normalized data set to forecast using ann on matlab?

I have some data set which i want to use to for forecasting using artificial neural network.How do I normalized the data set.Is there any matlab procedure to do it? Can I use excel spreedsheet...

05 June 2016 2,208 13 View

What is my input data and target data using nntools?

I am working on a load forecasting project.I have monthly historical energy load,max and min temperature,relative humidity and production data sets from 2008 to 2015. Please what data sets should...

05 June 2016 824 0 View

What is the most Operating System (OS) which can be INSTALL on Tiny hard devices like Raspberry Pi (RPi) hardware ?

I'm targeting to deploy a mesh network and manually configure MANET routing protocols. I'm preparing scenarios, architectures, and hard devices needed to do that. Are there some step-by-step...

03 March 2021 1,931 5 View

What degree of missing data in a particular case/participant results in Expectation-Maximisation no longer working?

I'm dealing with a mediation model and am using the PROCESS module in SPSS. Due to SPSS and PROCESS being limited in the imputation methods - being unable to handle multiple imputation - the other...

02 March 2021 4,362 1 View

How to code open-ended questions in SPSS?

Hello all, In SPSS I am going to code 2 open-ended questions. I have already read all the answers and I made a list of the most important categories to which I can code the answers. This question...

02 March 2021 1,757 4 View

Is there a powerful system for the security of the systems distributed on IoT systems?

Is there a powerful system for the security of the systems distributed on IoT systems?

02 March 2021 3,858 10 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

How can I integrate a routing protocol in a tiny device (e.g. Raspberry Pi)?

Hi Community, I'm facing the issue of integration/compiling a new routing protocol in a WSN simulator. The final goal is to successfully add, configure this routing protocol in hardware devices...

01 March 2021 9,332 6 View

Timeout error!! Processor in the loop (PIL) using STM32F4 Matlab 2018a?

Dear Researchers I am trying to perform a PIL simulation using STM32F4 Discovery board and comunication serial USB TO TTL. During simulation I receive the following timeout error: An error...

01 March 2021 2,327 1 View

How to choose ANN number of hidden layers and nodes?

Hello, Could you please share any interesting research explaining how to choose the number of hidden layers and nodes per layer in case of regression problems using ANN? Thank you, any help would...

01 March 2021 6,200 3 View

How to eliminate Steady state error from Reinforcement learning genetic algorithm code?

The following code (see 1st 2 images attached) is used to produce PID controller values that are designed to control the system (G). The code finds the PID controller values (noted as k) by using...

28 February 2021 6,560 14 View

How to prevent ANFIS Model from negative prediction values in MATLAB?

I have input and output data set for "ANFIS modeling in MATLAB", and I am getting some negative predicted values of output in testing. However, the predicted values of output in training are...

28 February 2021 3,459 3 View