This paper studies the addition of linear constraints to Support Vector Regression when kernel is linear. Adding those into problem allows add prior knowledge on estimator obtained, such as finding positive vector, probability vector or monotone data. We prove that related optimization stays a semi-definite quadratic problem. also propose generalization Sequential Minimal Optimization algorithm...

social capital is a multi-faceted phenomenon in social sciences that massively affects many social fields. it can be a helpful factor in promoting health. among the groups with high burnout, nurses have always shown higher levels of burnout. studies have revealed that social capital can be an important factor affecting burnout. this study aimed to determine the extent of the effect of social ca...