Название: State of the Art on Grammatical Inference Using Evolutionary Method
Автор: Hari Mohan Pandey
Издательство: Academic Press/Elsevier
Год: 2022
Страниц: 230
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

State of the Art on Grammatical Inference Using Evolutionary Method presents an approach for Grammatical Inference (GI) using evolutionary algorithms. Grammatical inference deals with the standard learning procedure to acquire grammars based on evidence about the language. It has been extensively studied due to its high importance in various fields of engineering and science. The book's prime purpose is to enhance the current state-of-the-art of grammatical inference methods and present new evolutionary algorithms-based approaches for context free grammar induction. Grammatical inference, that is, learning a formal grammar from a set of observations, has many practical applications. These arise in natural language processing (NLP), robotics and control systems, structural pattern recognition, computational linguistics, automatic translation, computational biology, inductive logic programming, document management, compression, applications to time series, data mining, and many other areas.

Название: Advanced Methods and Deep Learning in Computer Vision
Автор: E.R. Davies, Matthew A. Turk
Издательство: Elsevier Inc.
Год: 2022
Формат: PDF
Страниц: 584
Размер: 26,5 Mb
Язык: English

Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5–10 years. The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep reinforcement learning, self-supervised learning, extraction of robust features, object detection, semantic segmentation, linguistic descriptions of images, visual search, visual tracking, 3D shape retrieval, image inpainting, novelty and anomaly detection.

Название: Computer Vision and Recognition Systems Using Machine and Deep Learning Approaches: Fundamentals, technologies and applications
Автор: Chiranji Lal Chowdhary, Mamoun Alazab
Издательство: The Institution of Engineering and Technology
Год: 2021
Страниц: 505
Язык: английский
Формат: pdf (true)
Размер: 36.8 MB

Computer vision is an interdisciplinary scientific field that deals with how computers obtain, store, interpret and understand digital images or videos using Artificial Intelligence (AI) based on neural networks, Machine Learning and Deep Learning methodologies. They are used in countless applications such as image retrieval and classification, driving and transport monitoring, medical diagnostics and aerial monitoring. Computer vision, pattern recognition, Deep Learning (DL), expert systems, cognitive computing, and the Internet of things are some of the innovations and terminologies that have sprung up as Artificial Intelligence (AI) has grown in popularity. Among these, computer vision is one of the innovations that allow computers to perceive and comprehend the visual world.

Название: SOLID : The Software Design and Architecture Handbook: Learn to write testable, flexible & maintainable code (Updated 2021)
Автор: Khalil Stemmler
Издательство: solidbook.io
Год: 2021
Страниц: 653
Язык: английский
Формат: pdf (true)
Размер: 30.2 MB

This book is for any developer that feels like their code gets worse instead of better over time. What you’re reading is a handbook that teaches professional software developers tThis book has two goals. The first is show you the common unknown unknowns of software design and architecture from clean code to micro-services and from object design to Domain-Driven Design. The second part is to present you with the most influential ideas and practical, actionable wisdom from the phronimos — our teachers— on how write testable, flexible, maintainable code.

Название: The Developer's Code: What Real Programmers Do
Автор: Ka Wai Cheung
Издательство: Pragmatic Bookshelf
Год: 2012 (v. P1.0)
Страниц: 157
Язык: английский
Формат: pdf (true), epub
Размер: 10.5 MB

You're already a great coder, but awesome coding chops aren't always enough to get you through your toughest projects. You need these 50+ nuggets of wisdom. Veteran programmers: reinvigorate your passion for developing web applications. New programmers: here's the guidance you need to get started. With this book, you'll think about your job in new and enlightened ways. The Developer's Code isn't about the code you write, it's about the code you live by.

Название: The Essence of Software: Why Concepts Matter for Great Design
Автор: Daniel Jackson
Издательство: Princeton University Press
Год: 2021
Страниц: 312
Язык: английский
Формат: pdf, epub
Размер: 18.1 MB

A revolutionary concept-based approach to thinking about, designing, and interacting with software. As our dependence on technology increases, the design of software matters more than ever before. Why then is so much software flawed? Why hasn’t there been a systematic and scalable way to create software that is easy to use, robust, and secure? Examining these issues in depth, The Essence of Software introduces a theory of software design that gives new answers to old questions. Daniel Jackson explains that a software system should be viewed as a collection of interacting concepts, breaking the functionality into manageable parts and providing a new framework for thinking about design. Through this radical and original perspective, Jackson lays out a practical and coherent path, accessible to anyone—from strategist and marketer to UX designer, architect, or programmer - for making software that is empowering, dependable, and a delight to use.

Название: Test your Skills in Python Language: A complete questionnaire for self-assessment
Автор: Shivani Goel
Издательство: BPB Publications
Год: 2019
Страниц: 150
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

An interactive way to introduce the world of computer programming. This book gives you an opportunity to check your proficiency in Python by answering the questions in this book. The Programs/commands presented in this book are executed using Python version 3.5.2. The questions are categorized based on various facts of programming in python. The aim is to cover the topics in depth. Detailed explanation of each question helps even a novice learner.

Название: PHP: Beginner’s Practical Guide
Автор: Pratiyush Guleria
Издательство: BPB Publications
Год: 2018
Страниц: 109
Язык: английский
Формат: pdf (true)
Размер: 29.3 MB

Basic guide to learn the server-side programming. The book has been written in such a way that the concepts are explained in detail, giving adequate emphasis on examples. To make clarity of the programming examples, logic is explained properly and discussed by using comments in the program itself. The book covers the topics right from the start of the software using snapshots of starting the software and writing programs into it. The database examples are discussed in detail from simple to complex taking into consideration the requirement of students. Various sample projects are included in the Book and are written in simple language so as to give students the basic idea of developing projects in PHP using MySQL.

Название: Numerical Analysis: A Programming Approach
Автор: Vinay Vachharajani
Издательство: BPB Publications
Год: 2017
Страниц: 596
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Learn the concept of algorithms from beginners to advanced level. In the present scenario where the knowledge of computers has become an absolute necessity, there has been an increasing desire for numerical answers to any applied problem. This has led to high demand for courses in numerical analysis. Many real world problems are solved first by converting them into mathematical models and then applying analytical methods to solve that model. In several cases, where ordinary analytical methods fail, numerical methods can give the result. Programs are written in C Language for Numerical methods.

Название: Java in Depth: Learn the most favoured language for edge device and Internet of Things development
Автор: Sarika Agarwal, Himani Bansal
Издательство: BPB Publications
Год: 2018
Страниц: 335
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Learn the basics of programming in a simplified manner. The book has been written in such a way that the concepts are explained in detail, giving adequate emphasis on examples. To make clarity on the topic, appropriate analogies are given extensively throughout the text. Various questions are included that vary widely in type and difficulty to understand the text. is text is user-focused and has been highly updated including topics, pictures and examples.