In this paper we survey the most recent advances in supervised machine learning and highdimensional models for time … predictive ability are brie y reviewed. Finally, we discuss application of machine learning in economics and finance and provide …

Support Vector Machines (SVMs) have become a popular tool for learning with large amounts of high dimensional data … terms of time and memory consumption or because the SVM may be used in an online learning setting. In this paper an approach … for incremental learning with Support Vector Machines is presented, that improves existing approaches. Empirical evidence …