Algorithms & Data Structures

Collection of selected, peer reviewed papers from the Special topic volume with invited peer reviewed papers only. The 79 papers are grouped as fol...

Big Data in History introduces the project to create a world-historical archive, tracing the last four centuries of historical dynamics and change....

The big challenge for a successful AI project isnt deciding which problems you can solve. Its deciding which problems you should solve.   In Manag...

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine lea...

Paul Erds published more papers during his lifetime than any other mathematician, especially in discrete mathematics. He had a nose for beautiful, ...

The method of least squares, discovered by Gauss in 1795, is a principal tool for reducing the influence of errors when fitting a mathematical mode...

Predictive Intelligence in Biomedical and Health Informatics focuses on imaging, computer-aided diagnosis and therapy as well as intelligent biomed...

Design and develop a complex trading system from idea to operation. Old approaches were based on manually searching for strategy ideas. This book s...

This book provides a comprehensive overview of reinforcement learning for ridesharing applications. The authors first lay out the fundamentals of t...

A rich stream of papers and many good books have been written on cryptography, security, and privacy, but most of them assume a scholarly reader wh...

The goal of Algorithmic Mathematics in Machine Learning is to explore several well-known machine learning and data analysis algorithms from a mathe...

A cookbook of algorithms for common image processing applications Thanks to advances in computer hardware and software, algorithms have been devel...

More than meets the eye the science of how we see and the secrets it reveals about how the brain works. Spotting a familiar face in a crowd is so...

Deep learning can provide more accurate results compared to machine learning. It uses layered algorithmic architecture to analyze data. It produces...