Litgu.ru - Литературный Гуру

Название: Hybrid System Identification: Theory and Algorithms for Learning Switching Models
Автор: Fabien Lauer, Gerard Bloch
Издательство: Springer
ISBN: 303000192X
Год: 2018 (2019 Edition)
Страниц: 267
Язык: английский
Формат: pdf (true), epub
Размер: 16.9 MB

Hybrid System Identification helps readers to build mathematical models of dynamical systems switching between different operating modes, from their experimental observations. It provides an overview of the interaction between system identification, machine learning and pattern recognition fields in explaining and analysing hybrid system identification.
It emphasises the optimization and computational complexity issues that lie at the core of the problems considered and sets them aside from standard system identification problems. The book presents practical methods that leverage this complexity, as well as a broad view of state-of-the-art machine learning methods.

Название: Data Structures Outside In With Java
Автор: Sesh Venugopal
Издательство: Pearson Education
Год: 2007
Формат: PDF
Страниц: 511
Для сайта: litgu.ru
Размер: 57,81 MB
Язык: English

This innovative new book encourages readers to utilize the “Outside-In” approach to learning the use, design and implementation of data structures. The author introduces every data structure by first narrating its properties and use in applications (the "outside" view). This provides a clear introduction to data structures with realistic context where it is used. Venugopal then details how to build data structures (the "inside" view); readers learn how to evaluate usability, flexibility, extensibility, and performance in designing and implementing classic data structures.

Название: Software Engineering Research, Management and Applications (2019 Edition)
Автор: Roger Lee
Издательство: Springer
ISBN: 3319988808
Год: 2018 (2019 Edition)
Страниц: 256
Язык: английский
Формат: pdf (true), epub
Размер: 17.40 MB

This book presents the outcomes of the 16th International Conference on Software Engineering, Artificial Intelligence Research, Management and Applications (SERA 2018), which was held in Kunming, China on June 13–15, 2018. The aim of the conference was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users, and students to discuss the various fields of computer science, to share their experiences, and to exchange new ideas and information in a meaningful way. The book includes findings on all aspects (theory, applications and tools) of computer and information science, and discusses related practical challenges and the solutions adopted to solve them.

Название: Artificial Neural Networks and Machine Learning – ICANN 2018: Part III
Автор: Vera Kurkova, Yannis Manolopoulos, Barbara Hammer
Издательство: Springer
ISBN: 3030014231
Год: 2018
Страниц: 866
Язык: английский
Формат: True PDF
Размер: 67.5 MB

This three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.
The papers presented in these volumes was carefully reviewed and selected from total of 360 submissions. They are related to the following thematic topics: AI and Bioinformatics, Bayesian and Echo State Networks, Brain Inspired Computing, Chaotic Complex Models, Clustering, Mining, Exploratory Analysis, Coding Architectures, Complex Firing Patterns, Convolutional Neural Networks, Deep Learning (DL), DL in Real Time Systems, DL and Big Data Analytics, DL and Big Data, DL and Forensics, DL and Cybersecurity, DL and Social Networks...

Название: MATLAB & Simulink Robotics System Toolbox Reference
Автор: MathWorks
Издательство: The MathWorks, Inc
Год: 2018
Страниц: 1294
Язык: английский
Формат: pdf (true)
Размер: 10.16 MB

Robotics System Toolbox provides algorithms and hardware connectivity for developing autonomous robotics applications for aerial and ground vehicles, manipulators, and humanoid robots. Toolbox algorithms include path planning and path following for differential drive robots, scan matching, obstacle avoidance, and state estimation. For manipulator robots, the system toolbox includes algorithms for inverse kinematics, kinematic constraints, and dynamics using a rigid body tree representation. The system toolbox provides an interface between MATLAB and Simulink and the Robot Operating System (ROS) that enables you to test and verify applications on ROS-enabled robots and robot simulators such as Gazebo. It includes examples showing how to work with virtual robots in Gazebo and with actual ROS-enabled robots. Robotics System Toolbox supports C++ code generation, enabling you to generate a ROS node from a Simulink model and automatically deploy it to a ROS network.

Название: Data Structures and Abstractions with Java, Fourth Edition
Автор: Frank M. Carrano, Timothy M. Henry
Издательство: Pearson Education
Год: 2015
Формат: PDF
Страниц: 932
Для сайта: litgu.ru
Размер: 15,07 MB
Язык: English

Data Structures and Abstractions with Java is suitable for one- or two-semester courses in data structures (CS-2) in the departments of Computer Science, Computer Engineering, Business, and Management Information Systems. This book is also useful for programmers and software engineers interested in learning more about data structures and abstractions.

Название: Artificial Intelligence: First CCF International Conference, ICAI 2018
Автор: Zhi-Hua Zhou and Qiang Yang
Издательство: Springer
Год: 2018
Формат: PDF
Размер: 16 Мб
Язык: английский / English

This book constitutes the refereed proceedings of the First CCF International Conference on Artificial Intelligence, CCF-ICAI 2018, held in Jinan, China in August, 2018. The 17 papers presented were carefully reviewed and selected from 82 submissions. The papers are organized in topical sections on unsupervised learning, graph-based and semi-supervised learning, neural networks and deep learning, planning and optimization, AI applications.

Название: Introducing Istio Service Mesh for Microservices
Автор: Christian Posta and Burr Sutter
Издательство: O’Reilly Media, Inc.
Год: 2018
Страниц: 65
Язык: английский
Формат: pdf (true), epub
Размер: 11.32 MB

If you are looking for an introduction into the world of Istio, the service mesh platform, with detailed examples, this is the book for you. This book is for the hands-on application architect and development team lead focused on cloud- native applications based on the microservices architectural style. This book assumes that you have had hands-on experience with Docker, and while Istio will be available on multiple Linux container orchestration solutions, the focus of this book is specifically targeted at Istio on Kubernetes/OpenShift. Throughout this book, we will use the terms Kubernetes and OpenShift interchangeably. (Open? Shift is Red Hat’s supported distribution of Kubernetes.)

Название: Applied Artificial Neural Networks
Автор: Christian Dawson
Издательство: MDPI AG
ISBN: 3038422703
Год: 2016
Страниц: 260
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Since their re-popularisation in the mid-1980s, artificial neural networks have seen an explosion of research across a diverse spectrum of areas. While an immense amount of research has been undertaken in artificial neural networks themselves - in terms of training, topologies, types, etc. - a similar amount of work has examined their application to a whole host of real-world problems. Such problems are usually difficult to define and hard to solve using conventional techniques. Examples include computer vision, speech recognition, financial applications, medicine, meteorology, robotics, hydrology, etc.

Название: TypeScript for C# Programmers by Steve Fenton
Автор: Steve Fenton
Издательство: InfoQ
ISBN: 1291576215
Год: 2013
Страниц: 68
Язык: английский
Формат: pdf (true), azw3, epub
Размер: 10.1 MB

This book is aimed at .Net programmers and explains key concepts as well as similarities and differences between TypeScript and C#. There is a quick start guide in the first chapter that introduces the syntax. The later chapters include deep dives into the type system, memory management, events and exceptions.
If you are a .NET programmer working with javascript, the emerging TypeScript language will be of great interest. TypeScript introduces optional static typing and class-based object orientation with the intention of making scalable high-performance programs that run in the browser or on the server.