1 code implementation • 29 Nov 2021 • Rishi Vardhan K, Vedanth S, Poojah G, Abhishek K, Nitish Kumar M, Vineeth Vijayaraghavan
Blood pressure (BP) is one of the most influential bio-markers for cardiovascular diseases and stroke; therefore, it needs to be regularly monitored to diagnose and prevent any advent of medical complications.
1 code implementation • 23 Nov 2021 • Sideshwar J B, Sachin Krishan T, Vishal Nagarajan, Shanthakumar S, Vineeth Vijayaraghavan
The feature engineering employed in this research catered to optimizing the resource-efficient classifier used in the proposed pipeline, which was able to outperform the best performing standard ML model by $10^5\times$ in terms of memory footprint with a mere trade-off of 2% classification accuracy.
no code implementations • 22 Nov 2021 • Prasannakumaran D, Harish Srinivasan, Sowmiya Sree S, Sri Gayathri Devi I, Saikrishnan S, Vineeth Vijayaraghavan
On account of the increased vulnerability of people to such deceptive fake news, a reliable technique to detect misinformation at its early stages is imperative.
no code implementations • 12 Feb 2021 • Sai Vishwanath Venkatesh, Prasanna D. Kumaran, Joish J Bosco, Pravin R. Kumaar, Vineeth Vijayaraghavan
Thus, there is a need besides just detecting malware intrusion in smartphones but to also identify the data that has been stolen to assess, aid in recovery and prevent future attacks.
no code implementations • 12 Oct 2020 • Prithvi Suresh, Naveen Narayanan, Chakilam Vijay Pranav, Vineeth Vijayaraghavan
Continuous monitoring of cardiac activity is paramount to understanding the functioning of the heart in addition to identifying precursors to conditions such as Atrial Fibrillation.
no code implementations • 13 Apr 2020 • Gokul H., Prithvi Suresh, Hari Vignesh B, Pravin Kumaar R, Vineeth Vijayaraghavan
The smallest model size of the proposed resource efficient ML model was 1. 4 KB with an average recall score of 93. 58%.
1 code implementation • 16 Sep 2018 • Gautham Krishna G, Karthik Subramanian Nathan, Yogesh Kumar B, Ankith A Prabhu, Ajay Kannan, Vineeth Vijayaraghavan
The system was analyzed from an end-user perspective and was modelled to operate in three modes.