1) Consider that the model can have seasonality and can be multivariate in nature.
2) Please also recommend the best suitable variant of LSTM or ARMA
Please give a mathematical description
31 December 2018 8,628 3 View
I need to understand the architecture, the mathematical equations, and the processing of time series data when it passes through a LSTM network.
08 September 2018 757 2 View
I see all the explanations which say that '0' output in forget gate leads to stopping of particular value in past state, whereas '1' allows it. But the sigmoid function is continuous in the range...
08 September 2018 6,120 0 View
Please describe what information does the box plot convey and how to understand correlation from that?
05 June 2018 5,587 6 View
I have seen such expression in many research publications. Why is the preceding term neglected?
04 May 2018 5,181 4 View
I have some idea about the Big O notation. Please direct me to any article or tutorial so that I can derive the computational complexity of any algorithm on my own
03 April 2018 6,861 5 View
I was going through a brief introduction on deep learning prepared by Mathworks. It gave me an idea that deep learning is mainly useful for image recognition given the fact that there's is only...
03 April 2018 5,071 6 View
1) I see so many expressions for gaussian window across different websites (with/without '2' and 'pi'). why there are so many expressions? 2) I am going through an article which expresses the...
03 April 2018 2,537 4 View
Kindly share some publications which have addressed real-life forecasting problems.
01 February 2018 2,214 11 View
I would like to know from the professors what they would ask if they were taking an interview for a teaching position. Academicians who have faced multiple interviews are also welcome to share...
31 December 2017 8,992 1 View
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 Characteristics makes CNN work better?
03 March 2021 1,458 4 View
i would to know some of the research gaps in the artificial intelligence field in most african countries.
03 March 2021 6,145 3 View
Results of single-case research designs (i.e., n-of-1 trials) are often evaluated by visually inspecting the time-series graph and computing quantitative indices. A question our research team is...
03 March 2021 687 1 View
I have selected brain tumor images ...but now found that already lots of research done n this topic.
03 March 2021 5,774 3 View
dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...
03 March 2021 6,994 5 View
Is there a powerful system for the security of the systems distributed on IoT systems?
02 March 2021 3,858 10 View
I feel that the practice in teacher education in my country is below the expected performance level due to very poor management system. Hope I will learn something from your experiences.
02 March 2021 1,516 4 View
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
To dear Researchers, I was analyzing a series of concentration for estimation of Real-Time PCR efficiency. The concentration was 1:10. I used MS-excel to evaluate Slope. The result of slope was -8...
01 March 2021 8,683 4 View