Saugat Nayak

Scalable Anomaly Detection with Machine Learning: Techniques for Managing High-Dimensional Data Streams

Saugat Nayak · Journal of Engineering Research and Reports · 2025

The increase in big data values from industries, especially in Analytics, Risk, and Management Information systems, offers a great catchment and, at the same time, books with a lot of potential hurdles. This paper provides the conceptual basis for combining unsupervised and deep...

Open access Research Article 10.9734/jerr/2025/v27i21408

Optimizing Resource Allocation with Predictive Analytics: A Review of Data-Driven Approaches to Operational Efficiency

Saugat Nayak · Journal of Engineering Research and Reports · 2025

Managing resources is crucial in increasing capacity utilization, reducing expenses, and increasing revenue in the current world economy. Analytical techniques, rooted in historical context, machine learning, and statistical models, provide innovative approaches to resource manag...

Open access Research Article 10.9734/jerr/2025/v27i21402