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Develop a spatiotemporal prediction modelling of the DF transmission using Cellular Automata (CA), ARIMA, RNN, LSTM, TCN, and CNN -- 2

I'm doing a research project to design several prediction modelling and compare them to achieve the best; I have numerous methods that I want to apply to conduct my analysis. The analysis required experts aware of using Machine learning and deep learning methods to achieve the project objectives.

The Project needs to be done fast and in high quality.

I need to develop spatiotemporal models that can get implemented for how the effective disease is going to spread over time and space "not classification". it can be done based on the number of affected people each week, month and year.

The required models are RNN, CNN, LSTM, TCN (Temporal Convolutional Network), GRU and a combination of this algorithm and cellular automata.

in short:

Through this project,

- We want to know how many people are expected to be affected next week, next month, and next year.

- What is the link between disease and other factors (weather, elevation, land uses land cover)

The used models are ( RNN, CNN, LSTM, TCN (Temporal Convolutional Network), GRU, and cellular automata). Then compare best model among these.

Fähigkeiten: Machine Learning (ML), Algorithmen, Python, Deep Learning, Data Analysis

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Über den Arbeitgeber:
( 0 Bewertungen ) Wentworth point, Australia

Projekt-ID: #32196351

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mzdesmag

Hi, I have 5+ experience on Python Developing and I have experience of Building Management, Distributed, Database Applications. with Machine Learning, Ensemble Learning, Deep Learning implementations . Expertise in Cla Mehr

$100 AUD in 3 Tagen
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5.2

4 Freelancer bieten im Durchschnitt $180 für diesen Job

oleksandryakoven

Hi, Hope you are doing well. Are you looking for a ML developer to Develop a spatiotemporal prediction modelling of the DF transmission? I am very interested in your project. I am a Python developer having over 7 year Mehr

$200 AUD in 7 Tagen
(1 Bewertung)
2.1
Slmmy

Hi There, I am flexible with my working hours and would appreciate it if you could discuss your project as soon as possible. I would greatly appreciate the opportunity to be working with you and to discuss my qualif Mehr

$200 AUD in 7 Tagen
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MLandIoTexpert

Hi, I am an IoT and Machine learning expert and I can make ML/DL/AI/Computer Vision algorithm, upload to server, make web app, make software etc. I am looking for permanent client and would like to work for them on lon Mehr

$220 AUD in 4 Tagen
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