How can i use genetic algorithms in improving the classification accuracy of neural networks?

More Kaushal Kumar's questions See All

Can anybody tell me some SCI journals which are free from publication fees?

Elsevier journal and springer most of are paid...suggest me some good journals with Impact factor and are not paid..my area of research is artificial intelligence and network security.

05 June 2015 5,665 2 View

How can I use data which is in txt file but in arff format? I want to use it in WEKA tool which accept data file either in CSV or ARFF file format?

anyone who has worked on weka tool?

05 June 2015 7,534 1 View

I want to know some of free SCI journals in network security,machine learning which publish papers without any fees.?

is there any elsevier, Springer or IEEE journals which publish without taking any fees because most of good journals are paid and charge a hell alot amount..

05 June 2015 413 0 View

Which software tools are best for enhancing diagnostic accuracy in chest X-ray imaging using image reconstruction and neural networks?

I am reaching out to seek your valuable advice and recommendations regarding the best software tools to use for this research. Specifically, I am looking for software with a user-friendly...

22 July 2024 3,794 1 View

How can I extract the mathematical equation from existing Neural Network Model?

There exists a neural network model designed to predict a specific output, detailed in a published article. The model comprises 14 inputs, each normalized with minimum and maximum parameters...

14 July 2024 2,714 3 View

What is the current status of augmented learning in robotic surgery?

I would like to perform a literature review at this time on augmented learning and learning augmented algorithms to enhance performance-guided surgery

06 July 2024 246 1 View

How can I improve the purity of NPC cultures derived from human iPSCs during neural rosette selection?

Hi everyone, I've been working on differentiating human iPSCs to derive a pure and uniform culture of neural progenitor cells (NPCs). However, I'm encountering a significant issue during the...

01 July 2024 1,012 1 View

Is it possible to use neural network models for prediction if the sample size for the time series is very small??

Forecasting within neural Network

24 June 2024 6,800 1 View

What is information diffusion in the social network?How a message got viral in social network?

Please give answer. Also explain mathematical equations behind this.

22 June 2024 6,869 2 View

In CNN, is the feature map obtained randomly by convolution kernel?

In CNN(convolution neural network), can the feature map obtained determinately by a random initialization convolution kernel? if not, how to decide the weights in convolution kernel to obtain the...

20 June 2024 6,418 6 View

How does a Man-in-the-Middle (MitM) attack work in the context of Transport Layer Security (TLS), and what specific mechanisms can be employed ?

Context In the realm of cybersecurity, Transport Layer Security (TLS) is widely used to secure communications over a computer network. Despite its robust encryption mechanisms, TLS is still...

19 June 2024 6,595 3 View

How to reduce the number of measurements/iterations needed in deep reinforcement learning?

I'm trying to use reinforcement learning with live EEG measurements. However, just 2000 measurements/iterations take 16.6 minutes to measure and it seems I need at least 10 hours of live...

12 June 2024 2,884 3 View

Can we use SHAP values to explain the performance of a Neural Network ?

Can SHAPELY (SHAP) values be used to explain the importance of different features being fed to a Neural Network ? I know they are used in Traditional ML on Tabular data

10 June 2024 2,054 2 View

Saad Osman Abdalla Subair

Genetic Algorithms are essentially optimizing machines and not classifying machines. They can solve for you some problems of the local minima and/or local maxima of your neural networks.

Harsh Bhasin

GA can be used to initialize the weights of NN, which seemingly improve the performance.