4 citations · 14 across the 23 of their papers we have counts for
3 papers · 1 filter
DAO-GP Drift Aware Online Non-Linear Regression Gaussian-Process
Mohammad Abu-Shaira, Ajita Rattani, Weishi Shi
Real-world datasets often exhibit temporal dynamics characterized by evolving data distributions. Disregarding this phenomenon, commonly referred to as concept drift, can significa…
Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition
Parshuram N. Aarotale, Ajita Rattani
EMG-based hand gesture recognition uses electromyographic~(EMG) signals to interpret and classify hand movements by analyzing electrical activity generated by muscle contractions.…
AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection
Shivang Agarwal, Ajita Rattani, C. Ravindranath Chowdary
Incremental learning enables the learner to accommodate new knowledge without retraining the existing model. It is a challenging task which requires learning from new data as well…