Frontiers

Improving nutritional quality, aroma profile and bioactive retention of rocket juice via thermosonication: a support vector regression-based optimization

Rocket (Eruca vesicaria subsp. sativa) is a member of the Brassicaceae family (1). It is an endemic, annual species that is characterized by a spicy, sharp taste (2). Rocket is abundant in ...
IEEE

Improved NaS Battery State of Charge and State of Health Estimation: A Novel Integration of Temporal Fusion Transformer, Isolation Forest, and Support Vector Regression

Abstract: Precise State of Charge (SOC) and State of Health (SOH) are crucial for the effective operation and longevity of Sodium-Sulfur (NaS) Battery Energy Storage Systems (BESS). Real-time ...
IEEE

Travel time prediction with support vector regression

Abstract: Travel time prediction is essential for the development of advanced traveler information systems. In this paper, we apply support vector regression (SVR) for travel-time predictions and ...