Concluído

Neural Networks and Wavelet Modeling and Forecasting

I am looking for an expert in 1) neural networks, and 2) wavelet modeling and forecasting.

I want the expert to generate a forecast for the neural network. The requirements for the neural network are as follows:

1) Use my code to generate an n-step ahead out of sample forecast for my time series

2) Create a simpler code to run the neural network and generate the forecast. The code should use “NARNET”. The selected person should provide the code to convert the NARXNET from open-loop to closed-loop form to predict ahead any number of timesteps.

For the wavelet modeling, I am going to supply the data. Before I award the job, I am asking this question. My data is a time series. What type of wavelet transformation are you going to use? I) discrete; or ii) continuous. If you are using a discrete transformation, what wavelet are you going to use? If you select continuous wavelet, what wavelet are you going to use?

I know the answer to this question, so I am going to use it as part of my evaluation criteria.

The requirements are as follows:

1. Use matlab for the wavelet modelling.

Generate the data with the signal, and generate the data with the noise.

I know how to open the wavelet toolbox. I also know how to reach the area where I can choose a wavelet, and perform denoising.

I want the selected person to inform me how to generate the data with the signal, and the data with the noise.

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2. Explain what the d5, d4, d3, d2, and d1 mean

Tell me where are the coefficients, scaling, shifting, and frequency

3. Perform the n-step ahead forecast using the wavelet.

I am aware that the signal can be extracted with the wavelet, and an econometric model like the ARIMA, or a neural network model, could be used for the out-of-sample forecast. I want the forecast to be generated from the wavelet without the use of the ARIMA or ANN (artificial neural network).

Habilidades: Machine Learning (ML), Matemática, Matlab and Mathematica, Análise estatística, Estatísticas

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Acerca do Empregador:
( 1 comentário ) Point Fortin, Trinidad and Tobago

ID do Projeto: #20046552

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ninestar801

Hi, Hope you are doing well! I would like to work on your project. I have excellent in skills with more than 6 Years experience. I'm sure that I will complete with high quality in the shortest time. I am always availa Mais

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7 freelancers estão ofertando em média $163 para esse trabalho

doctorkendrick20

Hi, I can help you complete this project. I have skills in Matlab and Mathematica, Statistics, Machine Learning (ML), Mathematics Statistical Analysis

$200 USD in 7 dias
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5.0
KOKTech

Hi! How are you? I am a senior software developer who has rich experiences in neural network machine learning. I read your description and i am really interested in your project. I guarantee I could provide you the be Mais

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damilareisaac

Hi there, I have read trough your project description. I can help you complete the project. I will be looking forward to hear from you. Please contact me on PM for details.

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joa12

Wonderful Project! I saw your description of the project in detail and I am very interested in your project. I 'm a master of mathematics and I have lots of experiences in using matlab. So I can do your project in t Mais

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webdev1888

Hi,Sir! Nice to meet you! I am a mathematics expert. I read your description. Can I help you? I 'm very interested in your project. I will do best to give you satisfaction. Thank you!

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urgentprogrammer

ok so the neural network is only as good as the data going into it. What you are doing is spending a lot of money on something that will make money for AWS and Google, not you. I kindly suggest you put this $140 towa Mais

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