Название: Biomedical and Other Applications of Soft Computing
Автор: Nguyen Hoang Phuong, Vladik Kreinovich
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 277
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book describes current and potential use of Artificial Intelligence (AI) and Computational Intelligence (CI) techniques in biomedicine and other application areas. Medical applications range from general diagnostics to processing of X-ray images to e-medicine-related privacy issues. Medical community understandably prefers methods that have been successful other on other application areas, where possible mistakes are not that critical. This book describes many promising methods related to Deep Learning, fuzzy techniques, knowledge graphs, and Quantum Computing. In some cases, the existing Computational Intelligence techniques—often, after creative modifications—can be efficiently used in biomedical applications. However, biomedical problems are difficult. As a result, in many situations, the existing computational intelligence techniques are not sufficient to solve the corresponding problems. In such situations, we need to develop new techniques—and, ideally, first show their efficiency on other applications, to make sure that these techniques are indeed efficient. The fact that these techniques are efficient in so many different areas makes us hope that they will be useful in biomedical applications as well.

Название: Computer and Information Science
Автор: Roger Lee
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 224
Язык: английский
Формат: pdf (true), epub
Размер: 30.6 MB

The aim of this book was to bring together researchers and scientists, engineers, computer users, and students to discuss the numerous fields of Computer Science and to share their experiences and exchange new ideas and information in a meaningful way. Research results about all aspects (theory, applications and tools) of computer and information science, and to discuss the practical challenges encountered along the way and the solutions adopted to solve them. Symmetric-key cryptography is used widely due to its capability to provide a strong defense against diverse attacks; however, it is prone to cryptanalysis attacks. Therefore, we propose a novel and highly secure symmetric-key cryptography, symKrypt for short, to defend against diverse attacks and provide tighter security than the conventional cryptography. Our proposed algorithm uses multiple private keys to encrypt a single block of a message.

Название: Handbook of Re-Engineering Software Intensive Systems into Software Product Lines
Автор: Roberto E. Lopez-Herrejon, Jabier Martinez
Издательство: Springer
Год: 2023
Страниц: 535
Язык: английский
Формат: pdf (true)
Размер: 12.5 MB

This handbook distils the wealth of expertise and knowledge from a large community of researchers and industrial practitioners in Software Product Lines (SPLs) gained through extensive and rigorous theoretical, empirical, and applied research. It is a timely compilation of well-established and cutting-edge approaches that can be leveraged by those facing the prevailing and daunting challenge of re-engineering their systems into SPLs. The selection of chapters provides readers with a wide and diverse perspective that reflects the complementary and varied expertise of the chapter authors. This perspective covers the re-engineering processes, from planning to execution. SPLs are families of systems that share common assets, allowing a disciplined software reuse. The adoption of SPL practices has shown to enable significant technical and economic benefits for the companies that employ them.

Название: Programming Language Design and Implementation
Автор: Torben Ægidius Mogensen
Издательство: Springer
Год: 2022
Страниц: 333
Язык: английский
Формат: pdf (true), epub
Размер: 13.5 MB

This textbook is intended as a guide for programming-language designers and users to better help them understand consequences of design decisions. The text aims to provide readers with an overview of the design space for programming languages and how design choices affect implementation. It is not a classical compilers book, as it assumes the reader is familiar with basic compiler implementation techniques; nor is it a traditional comparative programming languages book, because it does not go into depth about any particular language, instead taking examples from a wide variety of programming languages to illustrate design concepts. Exceptionally comprehensive in approach, this book explores the major issues in both design and implementation of modern programming languages and provides a basic introduction to the underlying theoretical models on which these languages are based. The emphasis throughout is on fundamental concepts—readers learn important ideas, not minor language differences--but several languages are highlighted in sufficient detail to enable readers to write programs that demonstrate the relationship between a source program and its execution behavior--e.g., C, C++, JAVA, ML, LISP, Prolog, Smalltalk, Postscript, HTML, PERL, FORTRAN, Ada, COBOL, BASIC SNOBOL4, PL/I, Pascal.

Название: Patterns for API Design: Simplifying Integration with Loosely Coupled Message Exchanges (Final release)
Автор: Olaf Zimmermann, Mirko Stocker, Daniel Lubke
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 544
Язык: английский
Формат: epub
Размер: 19.1 MB

Proven Patterns for Designing Evolvable High-Quality APIs--For Any Domain, Technology, or Platform. APIs enable breakthrough innovation and digital transformation in organizations and ecosystems of all kinds. To create user-friendly, reliable and well-performing APIs, architects, designers, and developers need expert design guidance. This practical guide cuts through the complexity of API conversations and their message contents, introducing comprehensive guidelines and heuristics for designing APIs sustainably and specifying them clearly, for whatever technologies or platforms you use. In Patterns for API Design: Simplifying Integration with Loosely Coupled Message Exchanges, five expert architects and developers cover the entire API lifecycle, from launching projects and establishing goals through defining requirements, elaborating designs, planning evolution, and creating useful documentation. They crystallize the collective knowledge of many practitioners into 44 API design patterns, consistently explained with context, pros and cons, conceptual solutions, and concrete examples.

Название: Прикладная криптография: Протоколы, алгоритмы, исходные тексты на языке Си
Автор: Шнайер Б.
Издательство: Триумф
Год: 2003
Cтраниц: 610
Формат: pdf
Размер: 10 мб
Язык: русский

Книга предназначена современным программистам и инженерам, которым необходимо использовать криптографию. Русскоязычное издание одной из самых популярных американских книг по криптографии: "Прикладная криптография. Протоколы, алгоритмы, исходные тексты на языке Си".

Название: Artificial Neural Networks and Structural Equation Modeling: Marketing and Consumer Research Applications
Автор: Alhamzah Alnoor, Khaw Khai Wah, Azizul Hassan
Издательство: Springer
Год: 2022
Страниц: 336
Язык: английский
Формат: pdf (true), epub
Размер: 10.4 MB

This book goes into a detailed investigation of adapting artificial neural network (ANN) and structural equation modeling (SEM) techniques in marketing and consumer research. The aim of using a dual-stage SEM and ANN approach is to obtain linear and non-compensated relationships because the ANN method captures non-compensated relationships based on the black box technology of artificial intelligence. Hence, the ANN approach validates the results of the SEM method. In addition, such the novel emerging approach increases the validity of the prediction by determining the importance of the variables. Consequently, the number of studies using SEM-ANN has increased, but the different types of study cases that show customization of different processes in ANNs method combination with SEM are still unknown, and this aspect will be affecting to the generation results. Thus, there is a need for further investigation in marketing and consumer research. This book bridges the significant gap in this research area.

Название: Statistical Foundations of Actuarial Learning and its Applications
Автор: Mario V. Wuthrich, Michael Merz
Издательство: Springer
Год: 2023
Страниц: 611
Язык: английский
Формат: pdf (true)
Размер: 24.0 MB

Statistical modeling has a wide range of applications, and, depending on the application, the theoretical aspects may be weighted differently: here the main focus is on prediction rather than explanation. Starting with a presentation of state-of-the-art actuarial models, such as generalized linear models, the book then dives into modern Machine Learning tools such as neural networks and text recognition to improve predictive modeling with complex features. In the sequel, we introduce Deep Learning models. In this chapter these Deep Learning models will be based on fully-connected feed-forward neural networks. We present these networks as an extension of Generalized Linear Models (GLMs). These networks perform feature engineering themselves. We discuss how networks achieve this, and we explain how networks are used for predictive modeling. There is a vastly growing literature on Deep Learning with networks, the classical reference is the book of Goodfellow et al., but also the numerous tutorials around the open-source Deep Learning libraries TensorFlow, Keras or PyTorch give an excellent overview of the state-of-the-art in this field.

Название: Introduction to Java Through Game Development: Learn Java Programming Skills by Working with Video Games
Автор: Victor G. Brusca
Издательство: Apress
Год: 2023
Страниц: 256
Язык: английский
Формат: pdf, epub
Размер: 18.7 MB

Interested in learning how to program with Java? Let’s face it, the best way to learn to program is by writing programs. This can be a daunting proposition with the specter of hours of simple command line example programs hanging over your head. Fear not! Now you can learn to program in Java in a fun way by working on video games. With this book, you’ll get to work with three Java game projects and have access to the complete game code for each project, including a full Java game engine. After completing Introduction to Java through Game Development, you’ll be proficient in Java programming, having worked with the language’s fundamental aspects throughout the text, and will be ready to further your Java and game programming expertise with confidence.

Название: Machine Learning for Cyber Security
Автор: Preeti Malik, Lata Nautiyal, Mangey Ram
Издательство: De Gruyter
Год: 2023
Страниц: 160
Язык: английский
Формат: pdf (true), epub
Размер: 22.8 MB

Cyber threats today are one of the expensive losses that an organization can face. Today, it is impossible to deploy effective cybersecurity technology without relying heavily on advanced techniques like Machine Learning and Deep Learning. Cybersecurity is a growing challenge in the era of Internet. This book addresses questions of how Machine Learning methods can be used to advance cybersecurity objectives, including detection, modeling, monitoring, and analysis of as well as defense against various threats to sensitive data and security systems. Filling an important gap between Machine Learning and cybersecurity communities, it discusses topics covering a wide range of modern and practical Machine Learning techniques, frameworks, and development tools to enable readers to engage with the cutting-edge research across various aspects of cybersecurity. The book focuses on mature and proven techniques, and provides ample examples to help readers grasp the key points. This cybersecurity book presents and demonstrates popular and successful Artificial Intelligence (AI) approaches and models that you can adapt to detect potential attacks and protect your corporate systems.