Computers - Computer Science

Using bioinformatics methods to generate a systems-level view of the immune system; description of the main biological concepts and the new data-driven algorithms. Despite the fact that advanced bioinformatics methodologies have not been used as extensively in immunology as in other subdisciplines within biology,...

Intelligent systems are technologically advanced machines that perceive and respond to the world around them. Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications presents the evolution, challenges, and limitations of the application of machine learning and artificial intelligence to intelligent systems...

Master the art of mathematical modeling through practical examples, use cases, and machine learning techniquesKey Features: Gain a profound understanding of various mathematical models that can be integrated with machine learning Learn how to implement optimization algorithms to tune machine learning models Build optimal...

Embark on a comprehensive journey through the foundational principles of information technology with our meticulously crafted guide for the CompTIA IT Fundamentals (ITF+) exam. Designed to cater to IT enthusiasts, students, and professionals aiming to solidify their IT knowledge, this book serves as an...

The discrepancy method has produced the most fruitful line of attack on a pivotal computer science question: What is the computational power of random bits? It has also played a major role in recent developments in complexity theory. This book tells the story of...

Handbook of Biomedical Image Analysis: Segmentation Models (Volume I) is dedicated to the segmentation of complex shapes from the field of imaging sciences using different mathematical techniques. This volume is aimed at researchers and educators in imaging sciences, radiological imaging, clinical and diagnostic imaging,...

DNA: The Molecule of Life.- Theoretical Computer Science: A Primer.- Models of Molecular Computation.- Complexity Issues.- Physical Implementations.- Cellular Computing.Author: Martyn AmosISBN-10: 3642085040ISBN-13: 9783642085048Publisher: SpringerLanguage: EnglishPublished: 10/21/2010Pages: 173Format: PaperbackWeight: 0.60lbsSize: 9.21h x 6.14w x 0.40d

Today, new skills are required to compete in a global economy where organizations have new alternatives to choose from. In the next ten years as baby boomers retire, even more opportunities will become available. Finding IT professionals with specific skills is no easy feat....

This monograph presents the Timed Input/Output Automaton (TIOA) modeling framework, a basic mathematical framework to support description and analysis of timed (computing) systems. Timed systems are systems in which desirable correctness or performance properties of the system depend on the timing of events, not...

This open access book tackles the pressing problem of integrating concerns related to Artificial Intelligence (AI) ethics into higher education curriculums aimed at future AI developers in Africa and beyond. For doing so, it analyzes the present and future states of AI ethics education...

Craft ethical AI projects with privacy, fairness, and risk assessment features for scalable and distributed systems while maintaining explainability and sustainabilityPurchase of the print or Kindle book includes a free PDF eBookKey Features: Learn risk assessment for machine learning frameworks in a global landscape...

Boost Your Career with "Data Structures and Algorithms: 100 Interview Questions"! Are you ready to ace your technical interviews and land your dream job in the software industry? Look no further! Introducing "Data Structures and Algorithms: 100 Interview Questions". This comprehensive guide is designed...

This book will teach you how to use the Spring Framework to build Java-based applications, web applications, and microservices. Aimed at beginners, it has been revised and expanded to reflect the latest features and best practices for Spring 6. Authors Joseph Ottinger and Andrew...

Dive into the world of OpenAI and Azure OpenAI in 36 hrs with this comprehensive guide. From understanding the fundamentals of AI and machine learning to exploring the power of GPT models and advanced NLP techniques, this book equips you with the knowledge to...

Automatic transformation of a sequential program into a parallel form is a subject that presents a great intellectual challenge and promises great practical rewards. There is a tremendous investment in existing sequential programs, and scientists and engineers continue to write their application programs in...

Algorithmic Graph Theory and Perfect Graphs, first published in 1980, has become the classic introduction to the field. This new Annals edition continues to convey the message that intersection graph models are a necessary and important tool for solving real-world problems. It remains a...

OpenTelemetry is a revolution in observability data. Instead of running multiple uncoordinated pipelines, OpenTelemetry provides users with a single integrated stream of data, providing multiple sources of high-quality telemetry data: tracing, metrics, logs, RUM, eBPF, and more. This practical guide shows you how to...

Amazon Web Services (AWS) is a cloud computing platform. It is a collection of remote computing services that together make up a cloud computing platform, offered over the Internet by Amazon.com. Amazon Web Services provides a highly reliable, scalable, low-cost infrastructure platform in the...

This book presents advanced methods in business intelligence models that are applicable in research areas of business and enterprise research such as business informatics, e-business, customer behavior and agricultural business. Featuring selected contributions presented at the 2021 International Conference on Business Intelligence and Modelling...

This accessible and entertaining book explores the fundamental connections between life and information and how they emerged inextricably linked, taking the reader on a journey through all the major evolutionary transitions. It records the entire path of how life's information has evolved, starting from...

Concepts of Machine Learning with Practical Approaches.Key FeaturesIncludes real-scenario examples to explain the working of Machine Learning algorithms.Includes graphical and statistical representation to simplify modeling Machine Learning and Neural Networks.Full of Python codes, numerous exercises, and model question papers for data science students. DescriptionThe...

Communication is increasingly moving beyond 'ways of seeing' to 'ways of feeling'. This Open Access book provides social design insights and implications for HCI research and design exploring digitally mediated touch communication. It offers a socially orientated map to help navigate the complex social...

In the era of the Internet of Things and with the explosive worldwide growth of electronic data volume, and associated need of processing, analysis, and storage of such a humongous amount of data, it has now become mandatory to exploit the power of massively...

Presents innovative methodological and algorithmic development in statistics, modeling, control, and signal processing for neural data analysisIncludes a coherent framework for a broad class of neural signal processing and control problems in neuroscienceCovers a wide range of representative case studies in neuroscience applicationsAuthor: Zhe...

Analog Circuit Design is based on the yearly Advances in Analog Circuit Design workshop. The aim of the workshop is to bring together designers of advanced analogue and RF circuits for the purpose of studying and discussing new possibilities and future developments in this...

The Special Issue aims to bring together scientists working in various branches of control theory to discuss manufacturing control problems that include the following: enterprise control and digital ecosystem creation; the development of identification theory and methodology, and related mathematical problems; parameter, nonparametric, and...

Painless Python: Learn Python Programming Doing the Easy Stuff First provides students with a fresh and practical approach to programming.Have you ever read a programming book where half-way through a chapter you say, "Wait a minute! I'm not ready to learn that. I don't...

Both authors have taught the course of "Distributed Systems" for many years in the respective schools. During the teaching, we feel strongly that "Distributed systems" have evolved from traditional "LAN" based distributed systems towards "Internet based" systems. Although there exist many excellent textbooks on...

Part 1: Bioinformatics.- Chapter 1. Introduction to Bioinformatics.- Chapter 2. Review about Bioinformatics, Databases, Sequence Alignment, Docking and Drug Discovery.- Chapter 3. Machine Learning for Bioinformatics.- Chapter 4. Impact of Machine Learning in Bioinformatics Research.-Chapter 5. Text-mining in Bioinformatics.- Chapter 6. Open Source Software...

An accessible guide to our digital infrastructure, explaining the basics of operating systems, networks, security, and other topics for the general reader. Most of us feel at home in front of a computer; we own smartphones, tablets, and laptops; we look things up online...

This unique textbook explicitly addresses the intersection of advanced analytics and procurement. It is motivated by one core question: How can firms generate (economic) value from procurement data? It demonstrates that procurement is one of the major functions within a firm where data analytics,...

The mid-1980s saw the discovery of logical tools that make it possible to model changes in belief and knowledge in entirely new ways. These logical tools turned out to be applicable to both human beliefs and to the contents of databases. Philosophers, logicians, and...

Approach your problems from the right end It isn't that they can't see the solution. It is and begin with the answers. Then one day, that they can't see the problem. perhaps you will find the final question. G. K. Chesterton. The Scandal of...

The current work provides CIOs, software architects, project managers, developers, and cloud strategy initiatives with a set of architectural patterns that offer nuggets of advice on how to achieve common cloud computing-related goals. The cloud computing patterns capture knowledge and experience in an abstract...

As one of the eighteen field-specific reports comprising the comprehensive scope of the strategic general report of the Chinese Academy of Sciences, this sub-report addresses long-range planning for developing science and technology in the field of information science & technology. They each craft a...

Introduction.- Part I: Analysis of the discontinuous Galerkin method.- DGM for elliptic problems.- Methods based on a mixed formulation.- DGM for convection-diffusion problems.- Space-time discretization by multi-step methods.- Space-time discontinuous Galerkin method .- Generalization of the DGM​.- Part II: Applications of the discontinuous Galerkin...

Rigid Body Dynamics Algorithms presents the subject of computational rigid-body dynamics through the medium of spatial 6D vector notation. It explains how to model a rigid-body system and how to analyze it, and it presents the most comprehensive collection of the best rigid-body dynamics...

C++ is the language behind most of today's computer games. This 96-page C++ Game Development Primer takes you through the accelerated process of writing games for otherwise experienced C++ programmers. After reading this book, you'll have the fundamental know-how to become a successful and...

ActionScript 3 is a full-fledged programming language, with complete object-oriented capabilities, event handling, sound and video support, drawing capabilities, support for regular expressions, and much more.Whether you are just starting out on the road to computer programming and animation or an experienced developer who...

The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. This book eases you into basic ML concepts and summarises the learning process in three...

This book has a single purpose: to help everyone become a computational thinker. Through practical examples and easy-to-grasp terminology, this book is a guide to navigating the digital world and improving one's efficiency, productivity, and success immediately.Author: Paul S. WangISBN-10: 1032568992ISBN-13: 9781032568997Publisher: CRC PressLanguage:...

This text introduces the amazon web services (AWS) platform and cloud computing tools and techniques through specifically curated projects with simple explanations for beginners. It makes use of amazon web services free tier to introduce Identity and Access Management, auto-scaling, and load balancing.Author: Parul...

Flexibility and efficiency are key components in the dynamic field of software development. There is a growing need for a solution that makes the process of deploying applications across different settings easier for developers, as many struggle with this. Let me introduce you to...

The International Symposium on Supercomputing - New Horizon of Computational Science was held on September 1-3, 1997 at the Science MuseuminTokyo, tocelebrate60-yearbirthdayofProfessorDaiichiroSug- imoto, who hasbeenleadingtheoreticalandnumericalastrophysicsfor 30 years. The conference coveredexceptionally wide range ofsubjects, to follow Sugimoto'saccomplishmentsinmanyfields.Onthefirstdaywehadthree talksonstellarevolutionandsixtalksonstellardynamics. Onthesecond day, six talks on special-purpose computingand...

This book focuses on the theoretical and practical aspects of parallel programming systems for today's high performance multi-core processors and discusses the efficient implementation of key algorithms needed to implement parallel programming models. Such implementations need to take into account the specific architectural aspects...

In the era of 'Algorithmic Medicine, ' the integration of Artificial Intelligence (AI) in healthcare holds immense potential to address critical challenges faced by the industry. This textbook goes beyond theoretical discussions to outline practical steps for transitioningAuthor: Sandeep ReddyISBN-10: 1032200901ISBN-13: 9781032200903Publisher: CRC PressLanguage:...

From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deduction, which we now call abduction and induction. Deduction is now fairly well understood, but abduction and induction have eluded a similar level of understanding....

Learn the HomeKit platform structure and how it supports devices--existing and planned--and get a thorough grounding on new and useful apps that deliver a new generation of home automation in a secure and innovative environment. Let your imagination run wild as you design compatible...

"Safe Memory Management in Rust: Concurrency Without Data Races" offers a deep dive into the heart of Rust, a programming language that has taken the world by storm with its unconventional take on memory management and multi-threading. From the perspective of noted technologist Raymond...

"A Comprehensive Guide to Visual Basic .NET Programming"In today's fast-paced digital world, the demand for skilled software developers is ever-growing. If you're looking to embark on a rewarding journey into the world of software development or seeking to expand your programming skills, "A Comprehensive...