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Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches : Artificial Intelligence (AI): Elementary to Advanced Practices - K. Gayathri Devi

Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches

By: K. Gayathri Devi (Editor), Mamata Rath (Editor), Nguyen Thi Dieu Linh (Editor)

Hardcover | 8 October 2020

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Artificial Intelligence (AI), when incorporated with machine learning and deep learning algorithms, has a wide variety of applications today. This book focuses on the implementation of various elementary and advanced approaches in AI that can be used in various domains to solve real-time decision-making problems.

The book focuses on concepts and techniques used to run tasks in an automated manner. It discusses computational intelligence in the detection and diagnosis of clinical and biomedical images, covers the automation of a system through machine learning and deep learning approaches, presents data analytics and mining for decision-support applications, and includes case-based reasoning, natural language processing, computer vision, and AI approaches in real-time applications.

Academic scientists, researchers, and students in the various domains of computer science engineering, electronics and communication engineering, and information technology, as well as industrial engineers, biomedical engineers, and management, will find this book useful. By the end of this book, you will understand the fundamentals of AI. Various case studies will develop your adaptive thinking to solve real-time AI problems.

Features

  • Includes AI-based decision-making approaches

  • Discusses computational intelligence in the detection and diagnosis of clinical and biomedical images

  • Covers automation of systems through machine learning and deep learning approaches and its implications to the real world

  • Presents data analytics and mining for decision-support applications

  • Offers case-based reasoning

You Can Find This Book In

Non-FictionEngineering & TechnologyTechnology in GeneralEngineering in GeneralIndustrial Chemistry & Manufacturing TechnologiesOther Manufacturing TechnologiesComputing & I.T.Computer HardwareSupercomputersArts & EntertainmentDesign, Industrial & Commercial Arts, IllustrationProduct Design
Electronics & Communications EngineeringElectronics EngineeringMathematicsCommunications Engineering & TelecommunicationsComputer ScienceArtificial IntelligenceComputer VisionDatabasesData Mining

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