Название: Industry 4.0 Interoperability, Analytics, Security, and Case Studies
Автор: G. Rajesh, X. Mercilin Raajini
Издательство: CRC Press
Серия: Big Data for Industry 4.0: Challenges and Applications
Год: 2021
Страниц: 332
Язык: английский
Формат: pdf (true), epub
Размер: 12.9 MB

All over the world, vast research is in progress on the domain of Industry 4.0 and related techniques. Industry 4.0 is expected to have a very high impact on labor markets, global value chains, education, health, environment, and many social economic aspects. Industry 4.0 Interoperability, Analytics, Security, and Case Studies provides a deeper understanding of the drivers and enablers of Industry 4.0. It includes real case studies of various applications related to different fields, such as cyber physical systems (CPS), Internet of Things (IoT), cloud computing, Machine Learning, virtualization, decentralization, blockchain, fog computing, and many other related areas. Also discussed are interoperability, design, and implementation challenges. Big Data Analytics (BDA) can be referred to as “the process of analyzing large scale datasets in order to find unknown correlations, hidden patterns, and other valuable information which is not able to be analysed using conventional data analytics”, as the conventional data analysis techniques are no longer effective because of the special characteristics of big dаta: massive, heterogeneous, high dimensional, complex, erroneous, unstructured, noisy, and incomplete.

Название: Advances in Data Science
Автор: Ilke Demir, Yifei Lou, Xu Wang
Издательство: Springer
Год: 2021
Страниц: 374
Язык: английский
Формат: pdf (true)
Размер: 11.2 MB

This volume highlights recent advances in Data Science, including image processing and enhancement on large data, shape analysis and geometry processing in 2D/3D, exploration and understanding of neural networks, and extensions to atypical data types such as social and biological signals. Edge enhancement is an essential problem in image processing, computer graphics, computer vision. It aims to make image edges salient so that users can better visualize images and videos. In this study, we mainly focus on edge sharpening, a subset of edge enhancement that can be applied to many important problems, including image super-resolution (SR), deblurring, etc.

Название: Relational Calculus for Actionable Knowledge
Автор: Michel Bares, Eloi Bosse
Издательство: Springer
Серия: Information Fusion and Data Science
Год: 2022
Страниц: 360
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book focuses on one of the major challenges of the newly created scientific domain known as Data Science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively studied in management, business, and the social sciences but in computer science and engineering, its connection has only recently been established to data mining and its evolution, ‘Knowledge Discovery and Data Mining’ (KDD). Data mining seeks to extract interesting patterns from data, but, until now, the patterns discovered from data have not always been ‘actionable’ for decision-makers in Socio-Technical Organizations (STO). With the evolution of the Internet and connectivity, STOs have evolved into Cyber-Physical and Social Systems (CPSS) that are known to describe our world today. In such complex and dynamic environments, the conventional KDD process is insufficient, and additional processes are required to transform complex data into actionable knowledge.

Название: Mathematics with MATLAB. Graphics and Linear Algebra
Автор: Cesar Perez Lopez
Издательство: Lulu.com
Год: 2021
Страниц: 263
Язык: английский
Формат: pdf, epub
Размер: 10.15 MB

MATLAB is a platform for scientific computing that can work in almost all areas of the experimental sciences and engineering. Logically, this software allows you to work in the field of graphics and linera algebra, featuring some pretty extensive capabilities. The commands that implements MATLAB, about working with graphics and matrix algebra are quite high and very efficient. Matlab functions for working with two-dimensional and three-dimensional graphics, statistical graphs, curves and surfaces in explicit, implicit, parametric and polar coordinates. Additional work perfectly implements the twisted curves, surfaces , meshes , contours , contours, volumes and graphical interpolation. MATLAB allows you to work with ease in the field of Linear Algebra. Its matrix structure facilitates the treatment of matrix algebra, vector and matrix variables and functions, vector spaces, equations and systems, algebraic expressions, polynomials, linear applications, quadratic forms, diagonalization and other typical tasks of linear algebra.

Название: Issues With Facial Recognition Technology
Автор: Warren Lambert
Издательство: Nova Science Publishers
Год: 2021
Страниц: 232
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

Automated facial recognition systems compare two or more images of faces to determine whether they represent the same individual. Facial recognition technology (FRT) falls within the larger categories of biometric technology used to varying degrees by the government and private entities to identify persons. This book deals with some of the issues concerning facial recognition technology. Biometric technology uses automated processes to identify an individual through unique physical characteristics, such a fingerprints, speech patterns, or facial features. FRT can perform several functions, with the most common being face identification - the comparison of an unknown person’s face against a gallery of known persons - and face verification—confirmation of someone’s claimed identity. When an image of an unknown person is compared to a database, the technology may determine that an image in the database is sufficiently similar to register as a likely match.

Название: Thinking Clearly with dаta: A Guide to Quantitative Reasoning and Analysis
Автор: Ethan Bueno de Mesquita, Anthony Fowler
Издательство: Princeton University Press
Год: 2021
Страниц: 400
Язык: английский
Формат: pdf, epub
Размер: 10.0 MB

An engaging introduction to Data Science that emphasizes critical thinking over statistical techniques. An introduction to Data Science or statistics shouldn’t involve proving complex theorems or memorizing obscure terms and formulas, but that is exactly what most introductory quantitative textbooks emphasize. In contrast, Thinking Clearly with Data focuses, first and foremost, on critical thinking and conceptual understanding in order to teach students how to be better consumers and analysts of the kinds of quantitative information and arguments that they will encounter throughout their lives.

Название: Building Solutions with the Microsoft Power Platform: Solving Everyday Problems in the Enterprise (Second Early Release)
Автор: Jason Rivera
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Страниц: 91
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

With the accelerating speed of business and the increasing dependence on technology, companies today are significantly changing the way they build in-house business solutions. Many now use low-code and no code technologies to help them deal with specific issues, but that's just the beginning. With this practical guide, power users and developers will discover ways to resolve everyday challenges by building end-to-end solutions with the Microsoft Power Platform.

Название: Big Data Intelligence for Smart Applications
Автор: Youssef Baddi, Youssef Gahi, Yassine Maleh
Издательство: Springer
Год: 2022
Страниц: 343
Язык: английский
Формат: pdf (true), epub
Размер: 38.9 MB

Today, the use of Machine Intelligence, expert systems, and analytical technologies combined with Big Data is the natural evolution of both disciplines. As a result, there is a pressing need for new and innovative algorithms to help us find effective and practical solutions for smart applications such as smart cities, IoT, healthcare, and cybersecurity. This book presents the latest advances in Big Data intelligence for smart applications. It explores several problems and their solutions regarding computational intelligence and big data for smart applications. It also discusses new models, practical solutions,and technological advances related to developing and transforming cities through Machine Intelligence and Big Data models and techniques. This book is helpful for students and researchers as well as practitioners.

Название: PostgreSQL изнутри
Автор: Рогов Е.
Издательство: ДМK
Год: 2022
Формат: PDF
Страниц: 661
Размер: 10 Mb
Язык: Русский

Эта книга для тех, кого не устраивает работать с базой данных как с черным ящиком. Если вы любознательны, не довольствуетесь авторитетными советами и хотите во всем разобраться сами — нам по пути. Автор ориентируется на читателей, имеющих некоторый опыт использования PostgreSQL и хотя бы в общих чертах представляющих себе, что к чему. Книга будет полезной и тем, кто хорошо знаком с устройством другой СУБД, но переходит на PostgreSQL и хочет разобраться в отличиях.

Название: Introduction to Time Series Using Stata, Revised Edition
Автор: Sean Becketti
Издательство: Stata Press
Год: 2020
Страниц: 446
Язык: английский
Формат: epub
Размер: 15.1 MB

Introduction to Time Series Using Stata, Revised Edition provides a step-by-step guide to essential time-series techniques–from the incredibly simple to the quite complex– and, at the same time, demonstrates how these techniques can be applied in the Stata statistical package. The emphasis is on an understanding of the intuition underlying theoretical innovations and an ability to apply them. Real-world examples illustrate the application of each concept as it is introduced, and care is taken to highlight the pitfalls, as well as the power, of each new tool. The Revised Edition has been updated for Stata 16.