FinanceFeeds

Crypto Machine Learning Algorithms Explained for Beginners

Supervised learning algorithms like Random Forests, XGBoost, and LSTMs dominate crypto trading by predicting price directions ...
Ecommerce Fastlane

What Are AI Algorithms? Types of AI Algorithms + Use Cases

The line between human and artificial intelligence is growing ever more blurry. Since 2021, AI has deciphered ancient texts ...
IEEE

Design of a Generic Fault Diagnosis Model for Electrical Distribution Networks Using a Support Vector Machine (SVM) Algorithm

Abstract: This article presents the design and implementation of a generic model for fault diagnosis in electrical distribution networks, based on the Support Vector Machine (SVM) algorithm. The ...
Frontiers

A prediction method for older adult care service demand combining improved RF algorithm and logistic regression

Academy of Art and Design, Yancheng Teachers University, Yancheng, China Introduction: With the acceleration of global aging, the accurate prediction of care service demand for older adults is of ...
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

PSO Assisted Support Vector Machine Algorithm Towards State of Charge Estimation of Li-ion Batteries

Abstract: This research focuses on the State of Charge (SoC) estimation of Lithium-ion batteries employing the Support Vector Machine (SVM) algorithm. The five hyperparameters of SVM are optimally ...