Journal Press India^®

The superiority of humans among billions of species is just because of their thinking power. The evolution of society from the Agricultural Age to the Age of AI has been a long traveled. Millions of individuals came together and worked as a team day and night to reach to this age of AI. Now, every aspect of human life is experiencing the power of AI and computation.

The present issue is also highly inclined towards the use of AI and its applications in diversified domain ranging from education to water quality monitoring. Handpicked articles from a large number of submissions contain useful insight and development to address various such applications.

Education sector is experiencing huge intervention of artificial intelligence. Article by Deepa Joshi et al. presents an innovative framework for supporting academically challenged students in STEM courses. The performance evaluation, analysis and prediction of academic interventions has been presented through this framework and discussed experimentally how this framework has helped these students to improve their performance.

Gaming has lot of intervention of automation. Article by Shiv Naresh Shivhare et al. discusses an interesting algorithm for matrix puzzle solving based on image recognition. Article by Sachin Vyawhare et al. discusses sentiment analysis using intelligent algorithms. A novel approach for this using contextual mining and supervised learning is developed and presented in length. Deepfake has stormed the internet and development of algorithms for detection of deepfake is one of the most demanding and challenging topics which is being taken up by researchers. Article by Preeti Sharma et al.  addresses this issue and presents an advancing image synthesis and deepfake detection scheme based on ensemble of WGAN.

Intervention of computer science and artificial intelligence is hugely addressing social problems too. Article by Tinku Singh et al. presents their algorithm for monitoring water quality in streaming data. The experimental framework is worked out on the data collected through sensors deployed at Yamuna River water stream. Sudeep Varshney et al. have discussed the blockchain technology interference in enactment of NFT. 

One of the most benefitted domains in which computer science and AI has deep intervention is healthcare sector.  Article by Laxmi and Anirban discusses their work on prediction of coronary heart diseases using Machine Learning-Based classification algorithms. Issues close with a review article by Madhavi on various Machine Learning models for disease detection in agriculture domain.

I nutshell, this issue brings for you some very fine articles from the researchers of various countries presenting the intervention of computer science and artificial intelligent technologies. I am more than confident that these research findings will add to your knowledge base and will remain helpful to provide future directions.

Prof. (Dr.) Thipendra P Singh

Editor-in-Chief