3 minute read
Computer science
Quasi-Interpolation
Martin Buhmann Janin Jäger
Delve into an in-depth description and analysis of quasi-interpolation, starting from various areas of approximation theory.
Cambridge Monographs on Applied and Computational Mathematics, 37
April 2022 228 x 152 mm 300pp 978-1-107-07263-3 Hardback c. £60.00 / c. US$90.00 P
Nonlinear Valuation and Non-Gaussian Risks in Finance
Dilip B. Madan Wim Schoutens
Explore how market valuation must abandon linearity to deliver efficient resource allocation.
February 2022 244 x 170 mm c.281pp 978-1-316-51809-0 Hardback £95.00 / US$125.00 P
The Christoffel–Darboux Kernel for Data Analysis
Jean Bernard Lasserre Edouard Pauwels Mihai Putinar
This accessible overview introduces the Christoffel– Darboux kernel as a novel, simple and efficient tool in statistical data analysis.
Cambridge Monographs on Applied and Computational Mathematics
April 2022 229 x 152 mm c.188pp 978-1-108-83806-1 Hardback c. £37.99 / c. US$49.99 P
Pop-Up Geometry
The Mathematics behind Pop-Up Cards Joseph O’Rourke
Explores the beautifully intricate dynamics of pop-up cards using high school mathematics, making tangible what is often dry and abstract.
April 2022 229 x 152 mm c.175pp 978-1-00-909626-3 Paperback c. £19.99 / c. US$24.99 P
Optimization for Data Analysis
Stephen J. Wright Benjamin Recht
A concise text that presents and analyzes the fundamental techniques and methods in optimization that are useful in data science.
January 2022 229 x 152 mm c.300pp 978-1-316-51898-4 Hardback £37.99 / US$49.99 P
COMPUTER SCIENCE
Computer Architecture for Scientists
Principles and Performance Andrew A. Chien
A principled, high-level view of computer performance and how to exploit it. Ideal for software architects and data scientists.
February 2022 229 x 152 mm c.350pp 978-1-316-51853-3 Hardback £49.99 / US$64.99 P
Handbook of Financial Stress Testing
J. Doyne Farmer Alissa M. Kleinnijenhuis Til Schuermann Thom Wetzer
Discover current uses and future development of stress tests, the most innovative regulatory tool to prevent and fight financial crises.
January 2022 253 x 177 mm c.500pp 978-1-108-83073-7 Hardback £110.00 / US$145.00 R
Quantum Computing for Programmers
Robert Hundt
Takes readers from the basics to detailed derivations and opensource implementations of more than 25 fundamental quantum algorithms.
February 2022 244 x 170 mm c.350pp 978-1-00-909817-5 Hardback £49.99 / US$59.99 P
Edited by Liao Heng Bill McColl
A panorama of new ideas in mathematics that are driving innovation in computing and communications.
December 2021 244 x 170 mm c.400pp 978-1-316-51358-3 Hardback £49.99 / US$64.99 P
Computational Thinking for Life Scientists
Using Algorithms in Biological Research Benny Chor Amir Rubinstein
Introduces fundamental computational ideas and concepts in a biological context, with realworld examples and exercises in Python.
April 2022 247 x 174 mm 400pp 978-1-316-64759-2 Paperback c. £44.99 / c. US$59.99 P
Machine Learning
A First Course for Engineers and Scientists Andreas Lindholm Niklas Wahlström Fredrik Lindsten Thomas B. Schön
Presents carefully selected supervised and unsupervised learning methods from basic to state-of-the-art,in a coherent statistical framework.
March 2022 253 x 177 mm c.325pp 978-1-108-84360-7 Hardback £54.99 / US$69.99 P
Similar Languages, Varieties, and Dialects
A Computational Perspective Marcos Zampieri Preslav Nakov
Introduces core topics in language variation and the computational methods applied to similar languages, varieties, and dialects.
Studies in Natural Language Processing
September 2021 228 x 152 mm 344pp 1 colour illus. 978-1-108-42935-1 Hardback £64.99 / US$84.99 P
Artificial Intelligence for Healthcare
Interdisciplinary Partnerships for Analytics-driven Improvements in a PostCOVID World Edited by Sze-chuan Suen David Scheinker Eva Enns
Overviews of interdisciplinary research partnerships applying AI, IE, and OR to societal and operational problems in healthcare settings.
March 2022 228 x 152 mm c.350pp 978-1-108-83673-9 Hardback £69.99 / US$89.99 P
Data Analytics for Cybersecurity
Vandana P. Janeja
Shows how traditional and nontraditional methods such as anomaly detection and time series can be extended using data analytics.
April 2022 228 x 152 mm c.240pp 978-1-108-41527-9 Hardback £54.99 / US$69.99 P
Personalized Machine Learning
Julian McAuley
Explains methods behind machine learning systems to personalize predictions to individual users, from recommendation to dating and fashion.
February 2022 229 x 152 mm c.350pp 978-1-316-51890-8 Hardback c. £39.99 / c. US$49.99 P
Auditing Corporate Surveillance Systems
Research Methods for Greater Transparency Isabel Wagner
A technical guide to performing systematic experiments that create more transparency for corporate surveillance and its algorithms.
January 2022 228 x 152 mm c.180pp 978-1-108-83766-8 Hardback £54.99 / US$69.99 P
