Do neural networks works well with noisy data?
I have 80 variables containing measures of temperatures. At each hour, measures are recorded for all the 80 variables. As such the length of each dataset corresponding to each variables has the...
05 June 2019 9,695 3 View
I need to ask this question before I go to sleep Hope when I wake up there will be some answers :) I have around 80 variables as inputs to my Neural Network. I am wondering if some of these...
05 June 2019 1,692 5 View
Do we need to have a normal distribution to run statistical tests? What about non normal distribution?
05 June 2019 5,938 6 View
Hi. What preliminary data analysis you could do to time series data? Any step by step guide?
04 May 2019 4,294 4 View
Dear All If in your dataset there are missing values as well as outliers, which one you treat first? Replace missing values (with mean, mod, liner interpolation etc..) or deal with the outliers?
04 May 2019 9,609 4 View
Hi. Is there any public gas turbine data that i could use for my neural network?
03 April 2019 208 1 View
Hi there...a bit down here. Newbie PHD candidate. Its the day that you start off with full throttle motivation and a mind set on a specific subject, u collected some papers on the said subject and...
01 February 2019 2,866 3 View
I need guidance. Been reading a few papers but cannot get the idea of stage stacking method. I just need a broad explanation.
31 December 2018 1,462 2 View
Why turbomachine such as gas turbine considered adiabatic when heat is injected for combustion???
31 December 2018 3,168 5 View
I need to perform a performance prediction of a machine base on multi parameters data. The datas are sensory data. Which neural network should I consider in doing this study?
10 November 2018 957 6 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
Is there a powerful system for the security of the systems distributed on IoT systems?
02 March 2021 3,858 10 View
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
Hi, We culture neural progenitor cells in T175 culture flasks coated with PLO-Laminin. We have successfully grown these cells with our protocol for months. Recently, we observed large sheets...
25 February 2021 3,443 4 View
I am working on creating deep neural network on geospatial dataset and wanted to know how to do the sampling so that I can increase the presence of solar panels in the images. I cannot use entire...
25 February 2021 3,936 6 View
Hello, I am a master's student studying in Yonsei Univeristy, Korea. I am trying to estimate the state of satellite, using Neural Network. Below is a simple flow of my study. 1. Train (t0 ~ t1)...
23 February 2021 6,383 3 View
Dear scholars, I was wondering if there are any scientific methods to train a neural network or ANFIS when one of the input variables is stochastic (random) and more importantly non-measurable?...
17 February 2021 1,909 3 View
Are there papers that talk about the possible advantages and disadvantages of using autoencoders instead of CNNs for feature extraction in neural network?
15 February 2021 6,952 3 View
The data collected from various measurement devices often contains erroneous values - such as noise, missing values, etc. What are the popular techniques for pre-processing measurement data in...
14 February 2021 4,642 2 View
14 February 2021 4,194 3 View
