Mathematical theory of computation

Discover a unique and fun approach to adopting modern typed functions programming patterns.

This book constitutes the proceedings of the 39th IFIP WG 6.

The 11 th IFIP International Conference on Very Large Scale Integration, in Montpellier, France, December 3-5,2001, was a great success.

Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization.

The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.

Selected Areas in Cryptography brings together in one place important contributions and up-to-date research results in this fast moving area.

This book presents a fundamental mathematical and logical approach to soft- ware and systems engineering.

This is the first book focused on the logico-philosophical aspects of the lambda-calculus since the inception of the field in 1932 in the pioneering work of Alonzo Church.

Numbers, Information and Complexity is a collection of about 50 articles in honour of Rudolf Ahlswede.

Networks have become nearly ubiquitous and increasingly complex, and their support of modern enterprise environments has become fundamental.

Reflexive Structures: An Introduction to Computability Theory is concerned with the foundations of the theory of recursive functions.

Database and Application Security XV provides a forum for original research results, practical experiences, and innovative ideas in database and application security.

Computational inference has taken its place alongside asymptotic inference and exact techniques in the standard collection of statistical methods.

Get hands-on with the browser-based JavaScript library for training and deploying machine learning models effectivelyKey FeaturesBuild, train and run machine learning models in the browser using TensorFlow.

This book constitutes the thoroughly refereed workshop post-proceedings of the 18th International Workshop on Approximation and Online Algorithms, WAOA 2019, held virtually in  September 2020 as part of ALGO 2020.

The chapters of this volume all have their own level of presentation.

The demand for wireless access to network services is growing in virtually all communications and computing applications.

A comprehensive exploration of the mathematics behind the modeling and rendering of computer graphics scenes Mathematical Structures for Computer Graphics presents an accessible and intuitive approach to the mathematical ideas and techniques necessary for two- and three-dimensional computer graphics.

A treatise on finite automata theory that both gives a rigorous account and illuminates its real meaning.

This book constitutes the proceedings of the 18th International Colloquium on Theoretical Aspects of Computing, ICTAC 2021, organized by the Nazarbayev University, Nur-Sultan, Kazakhstan.

This book constitutes the proceedings of the 14th International Conference on Language and Automata Theory and Applications, LATA 2020, which was planned to be held in Milan, Italy, in March 2020.

Learn to program in R from the experts with this new, color edition of Braun and Murdoch''s bestselling textbook.

Your one-stop guide to learning and implementing artificial neural networks with Keras effectivelyKey FeaturesDesign and create neural network architectures on different domains using KerasIntegrate neural network models in your applications using this highly practical guideGet ready for the future of neural networks through transfer learning and predicting multi network modelsBook DescriptionNeural networks are used to solve a wide range of problems in different areas of AI and deep learning.

This book had its genesis in the following piece of computer mail: From allegra!

"e;Poisson Point Processes provides an overview of non-homogeneous and multidimensional Poisson point processes and their numerous applications.

This book constitutes the proceedings of the 23rd International Workshop on Computer Algebra in Scientific Computing, CASC 2021, held in Sochi, Russia, in September 2021.

This book provides a theoretical foundation and conceptual framework for the problem of recovering the phase of the Fourier transform.

"e;Information Theory and Statistical Learning"e; presents theoretical and practical results about information theoretic methods used in the context of statistical learning.

This book constitutes thoroughly revised and selected papers from the 6th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2018, held in Funchal, Madeira, Portugal, in January 2018.

As the telecommunication industry introduces new sophisticated technologies, the nature of services and the volume of demands have changed.

An extensive and authoritative introduction to property testing, the study of super-fast algorithms for analyzing large quantities of data.

Unifies discrete and computational geometry by using forbidden patterns of points to characterize many of its problems.

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.

Research and development of logic synthesis and verification have matured considerably over the past two decades.

This volume constitutes the post-workshop proceedings of the First International Workshop on Formal Methods - Fun for Everybody, FMFun 2019, held in Bergen, Norway, in December 2019.

A 2001 graduate text on modal logic, a field which has caught the attention of computer scientists, economists and computational linguists.

Intuitively, a sequence such as 101010101010101010.

This third volume of four describes all the most important techniques, mainly based on Gröbner bases.

A Computer Scientist's Guide to Cell Biology provides a "e;reading knowledge"e; of biology to those coming into the field from the perspective of computer science-particularly from the areas of information retrieval and/or machine learning.

Monte Carlo methods are among the most used and useful computational tools available today, providing efficient and practical algorithims to solve a wide range of scientific and engineering problems.

Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry.

This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA).

This book constitutes the refereed proceedings of the 15th International Conference on Integrated Formal Methods, IFM 2019, held in Bergen, Norway, in December 2019.

OndrejMajer,Ahti-VeikkoPietarinen,andTeroTulenheimo 1 Games and logic in philosophy Recent years have witnessed a growing interest in the unifying methodo- gies over what have been perceived as pretty disparate logical 'systems', or else merely an assortment of formal and mathematical 'approaches' to phi- sophical inquiry.

This book presents fundamental concepts of optimization problems and its real-world applications in various fields.

Learn the skills and acquire the intuition to assess the theoretical limitations of computer programming Offering an accessible approach to the topic, Theory of Computation focuses on the metatheory of computing and the theoretical boundaries between what various computational models can do and not do from the most general model, the URM (Unbounded Register Machines), to the finite automaton.

This book constitutes the refereed proceedings of the 16th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2019, held in Milan, Italy, in September 2019.

The two-volume set LNBI 11465 and LNBI 11466 constitutes the proceedings of the 7th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2019, held in Granada, Spain, in May 2019.

This book constitutes the joint refereed proceedings of the 19th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems, NEW2AN 2019, and the 12th Conference on Internet of Things and Smart Spaces, ruSMART 2019.