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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.

Requirements:

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.

* if is it possible we add machine learning approaches

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 the best model among these.

Kĩ năng: Machine Learning (ML), Phân tích thống kê, Python, Deep Learning, Data Analytics

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Về Bên Thuê:
( 0 nhận xét ) Wentworth point, Australia

ID dự án: #32200981

5 freelancer chào giá trung bình$154 cho công việc này

(43 Nhận xét)
5.8
sramireddy065

☀️☀️☀️☀️☀️ Hello , I hope you are safe and Doing well I have seen your project requirements , I am looking to discuss further with you Hope we will meet soon to discuss further Thêm

$200 AUD trong 7 ngày
(51 Nhận xét)
5.8
freelancerIrvan

Hi there, I am a talented python dev, and I suppose I can handle this task successfully. Please let me know more details, and Please give me your chance. I look forward to hearing from you. Thêm

$139 AUD trong 7 ngày
(6 Nhận xét)
4.6
Work12345x

Hi, I am a very talented software programmer with 13+ years of development experience (5+ years professional work experience). I am a results-oriented professional and possess experience using cutting-edge development Thêm

$30 AUD trong 3 ngày
(3 Nhận xét)
2.2
nutankumarftp

Hi There, I am available to start immediately. I have read your post requirement for the " doing a research project to design several prediction modelling and compare them to achieve the best; I have numerous methods". Thêm

$200 AUD trong 7 ngày
(0 Nhận xét)
0.0