Can anyone inform me please about the advantages and limitations of Generative Adversarial Networks (GANs) ?

Hello all I want to employ deep learning technology in my project which is about super resolution .. can anyone inform me in general the advantages and limitations of GAN model .. Especially, i...

05 June 2018 2,869 8 View

Can anyone kindly suggest journals(indexed in Scopus &Thomson Reuters) with acceptable review time and acceptable fees in computer engineering field?

Dear All Please can i know about your experiments with authorized journals in computer engineering and information technology fields? I want a journal that reviewed quickly with acceptable or...

14 December 2017 9,035 17 View

Can anyone kindly suggest journals(indexed in Scopus &Thomson Reuters) with acceptable review time and acceptable fees in computer engineering field?

Dear All Please can i know about your experiments with authorized journals in computer engineering and information technology fields? I want a journal that reviewed quickly with acceptable or...

11 December 2017 8,860 18 View

Are the scientific papers on arXive as authentic as the papers which are published in trusted journals especially in CS ?

Can we depend on the scientific papers on arXive with their results in the research work?

09 October 2017 8,527 2 View

Where can i find medical datasets for diseases detection and what is the best dataset to work on in the field of pattern recognition ??

I have a project about disease detection and recognition .. but the medical dataset is my problem .. i didn't decide which type of disease we can work on ... I want to benefit from your...

05 June 2017 2,803 8 View

Is there an optical coherence tomography OCT database available ?

26 March 2017 5,062 2 View

Can NFL theorem be valid in infinite search space in ML?

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

Is there any research regarding how training and development is going to change in the era of Fourth Industrial Revolution?

As the organizations getting prepared for the fourth industrial revolution, to enhance the skills of their workforce what type of changes are necessary and going to occur in the training and...

01 March 2021 3,199 3 View

Which group formation theory do you recommend for projects that aim to bring together entrepreneurs for training for regional development?

I would like to have ideas about which theories of group formation are suitable for entrepreneurial training projects, with the aim of creating bonds, building trust, and collaboration for...

28 February 2021 4,223 2 View

Satellite orbit estimation using Recurrent Neural Network - what should I use?

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

Can the problems of overfitting be solved without cross validation?

For an overfit data set the cross validation error will be much bigger than the training error. Is it true or false?

23 February 2021 3,616 2 View

How to assure whether a regression tree overfit or not by seeing bias-variance value of the model?

Lets consider a regression tree in which variance is 1.1065*e-10 and bias is 2.962e-13. Also the model RMSE on training set is 1.5e-5 and on training set is 1.2950e-5. Is the model is overfit or...

22 February 2021 7,755 2 View

In Machine Learning, isn't the problem Out-of-Distribution (OOD) instances really a form of over training?

If (1) the over training manifests itself in failure against instances that are new or excluded from the training set, and if (2) OOD instances are problematic because they are new and by...

18 February 2021 4,839 2 View

Any methods to train a neural network with random (stochastic) and non-measurable variable?

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

Can we Use a Dataset having no captions to train an image captioning model?

Actually I want to train a medical image captioning model but the dataset on which I want to train this model does not have captions/reports for the images. So can we use such dataset to train an...

14 February 2021 7,021 2 View

How can I check similarity between two signatures?

I want to train a model that should predict if a given signature is a genuine or a forged one. The model should take two images as input. One is the real signature, and the other is to be...

11 February 2021 4,436 3 View