Random projection is a simple geometric technique for reducing the dimensionality of a set of points in Euclidean space while preserving pairwise distances appr
Intended to help individuals in self development for business ownership, this volume presents personal characteristics, planning and control and the variety and
This book introduces machine learning in finance and illustrates how we can use computational tools in numerical finance in real-world context. These computatio
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and a
This book constitutes the refereed proceedings of the 14th International Conference on Similarity Search and Applications, SISAP 2021, held in Dortmund, Germany