Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Amir Mukeri
Data Science and Machine Learning Enthusiast and Researcher
Page not in menu
This is a page not in th emain menu
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Clustering:Forest Cover Prediction Using Cartographical Data
Clustering of forest cover type 
publications
Fine Tuned Deep Neural Networks for Intrusion Detection System
Published in Journal of Network Security Computer Networks, 2020
This paper is about improving the classification capabilities of Network Intrusion Detection System (NIDS). Here we experimented with various architectures of DNNs, from smaller/shallow neural networks to more complex networks. To avoid overfitting we made use techniques such as dropout and regularization. For tuning Hyper-parameters we used techniques such as random search, grid search, Hyperband & Bayesian Optimization. Use of these techniques gradually reduces the time required to tune the DNN as well as bounding the validation error.
Recommended citation: D. P. Gaikwad, Amir Mukeri. (2020). "Fine Tuned Deep Neural Networks for Intrusion Detection System." Journal of Network Security Computer Networks. 6(2). http://matjournals.in/index.php/JONSCN/article/view/5143
Support Vector Machine and Principal Component Analysis for Intrusion Detection System
Published in i-managers Journal on Software Engineering, 2020
In this paper we have applied Support Vector Machine to train Network Intrusion Detection System with and without Principal Component Analysis.
Recommended citation: Mukeri, A., and Gaikwad, D. P. (2020). Support Vector Machine and Principal Component Analysis for Intrusion Detection System. i-managers Journal on Software Engineering , 14(3), 42-49 https://imanagerpublications.com/article/17592/
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.