V. Rahul Chiranjeevi

Improvement of Classification Accuracy in Machine Learning Algorithm by Hyper-Parameter Optimization

2023

The manual optimization of hyperparameters is a straightforward and well-known approach, but it is not scalable, particularly when there are several settings and options. In nearly every area of daily life, machine learning offers more …

Innovative Video Anomaly Detection: <scp>TCN</scp>‐<scp>AnoDetect</scp> With Self‐Supervised Feature Learning

2024 · Transactions on Emerging Telecommunications Technologies

ABSTRACT Video anomaly detection is a critical task in surveillance, industrial quality control, and anomaly monitoring systems. Recognizing anomalous events or behaviors within video sequences is challenging due to the diverse and often vague nature …