BMJ Open

Development and evaluation of a diagnostic aiding tool for differentiating tropical fevers using artificial intelligence approach: a study protocol from tertiary care hospital ...

Introduction Application of artificial intelligence (AI) tools in the healthcare setting gains importance especially in the domain of disease diagnosis. Numerous studies have tried to explore AI in ...
IEEE

Research on sustainable form design of NEV vehicle based on particle swarm algorithm optimized support vector regression

Abstract: With the growing emphasis on eco-friendly and sustainable development concepts, new energy vehicles (NEVs) have emerged as a popular alternative to traditional fuel vehicles (FVs). Due to ...
Frontiers

Retrieving interpretability to support vector machine regression models in dynamic system identification

Interpretability of Support Vector Machine (SVM) or Neural Networks (NN) models, examples of black-box models, is a field of study that has recently gained attention, especially for the significant ...
IEEE

Diabetes Prediction and Classification Using Support Vector Machine and Decision Tree Algorithms

Diabetes, a chronic ailment that affects millions of people around the world, is on the rise and has emerged as one of the most important global health issues. According to a recent study published in ...
Scientific Research Publishing

Awad, M. and Khanna, R. (2015) Support Vector Regression. In: Awad, M. and Khanna, R., Eds., Efficient Learning Machines, Apress, 67-80.

ABSTRACT: Forecasting future expected returns out-of-sample is challenging due to some statistical characteristics, such as the stochastic and dynamic nature in the time series. Conventional machine ...