Machine learning

With the rapidly advancing fields of Data Analytics and Computational Statistics, it's important to keep up with current trends, methodologies, and applications.

This book provides comprehensive insight into the fault detection techniques implemented for photovoltaic (PV) panels.

This book provides comprehensive insight into the fault detection techniques implemented for photovoltaic (PV) panels.

Mathematical Music offers a concise and easily accessible history of how mathematics was used to create music.

Mathematical Music offers a concise and easily accessible history of how mathematics was used to create music.

Spatial predictive modeling (SPM) is an emerging discipline in applied sciences, playing a key role in the generation of spatial predictions in various disciplines.

This book covers the fundamentals of IoT and healthcare systems for carrying out system architectures, protocols, wearable devices, and interoperability.

This book covers the fundamentals of IoT and healthcare systems for carrying out system architectures, protocols, wearable devices, and interoperability.

Energy efficiency is critical for running computer vision on battery-powered systems, such as mobile phones or UAVs (unmanned aerial vehicles, or drones).

Energy efficiency is critical for running computer vision on battery-powered systems, such as mobile phones or UAVs (unmanned aerial vehicles, or drones).

In the last two decades, machine learning has developed dramatically and is still experiencing a fast and everlasting change in paradigms, methodology, applications and other aspects.

Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data.

Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data.

Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms.

Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms.

Co-location pattern mining detects sets of features frequently located in close proximity to each other.

Co-location pattern mining detects sets of features frequently located in close proximity to each other.

This book discusses the technological aspects for the implementation of Society 5.

Artificial intelligence and cybersecurity are two emerging fields that have made phenomenal contributions toward technological advancement.

Artificial intelligence and cybersecurity are two emerging fields that have made phenomenal contributions toward technological advancement.

Swarm intelligence is one of the fastest growing subfields of artificial intelligence and soft computing.

Healthcare and knowledge management is the need of the era; this book investigates various challenges faced by practitioners in this area.

Healthcare and knowledge management is the need of the era; this book investigates various challenges faced by practitioners in this area.

Exploratory data analysis helps to recognize natural patterns hidden in the data.

Exploratory data analysis helps to recognize natural patterns hidden in the data.

Machine learning is a potential solution to resolve bottleneck issues in VLSI via optimizing tasks in the design process.

Machine learning is a potential solution to resolve bottleneck issues in VLSI via optimizing tasks in the design process.

This book addresses the topics related to artificial intelligence, the Internet of Things, blockchain technology, and machine learning.

This book addresses the topics related to artificial intelligence, the Internet of Things, blockchain technology, and machine learning.

Convergence of Blockchain, AI, and IoT: Concepts and Challenges discusses the convergence of three powerful technologies that play into the digital revolution and blur the lines between biological, digital, and physical objects.

Convergence of Blockchain, AI, and IoT: Concepts and Challenges discusses the convergence of three powerful technologies that play into the digital revolution and blur the lines between biological, digital, and physical objects.

This book discusses IoT in healthcare and how it enables interoperability, machine-to-machine communication, information exchange, and data movement.

This book discusses IoT in healthcare and how it enables interoperability, machine-to-machine communication, information exchange, and data movement.

Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment.

Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment.

This book discusses the use of machine vision and technologies in specific engineering case studies and focuses on how machine vision techniques are impacting every step of industrial processes and how smart sensors and cognitive big data analytics are supporting the automation processes in Industry 4.

This book discusses the use of machine vision and technologies in specific engineering case studies and focuses on how machine vision techniques are impacting every step of industrial processes and how smart sensors and cognitive big data analytics are supporting the automation processes in Industry 4.

This is book offers in-depth analysis of security vulnerabilities in different mobile operating systems.

This book focuses on green computing-based network security techniques and addresses the challenges involved in practical implementation.

The book intends to cover various problematic aspects of emerging smart computing and self-adapting technologies comprising of machine learning, artificial intelligence, deep learning, robotics, cloud computing, fog computing, data mining algorithms, including emerging intelligent and smart applications related to these research areas.

The book intends to cover various problematic aspects of emerging smart computing and self-adapting technologies comprising of machine learning, artificial intelligence, deep learning, robotics, cloud computing, fog computing, data mining algorithms, including emerging intelligent and smart applications related to these research areas.

Iris recognition is one of the highest accuracy techniques used in biometric systems.

This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues.

This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues.

Advancements in the technology and availability of data sources have led to the `Big Data' era.

Advancements in the technology and availability of data sources have led to the `Big Data' era.

Over the last decade, progress in deep learning has had a profound and transformational effect on many complex problems, including speech recognition, machine translation, natural language understanding, and computer vision.

The goal of medical informatics is to improve life expectancy, disease diagnosis and quality of life.

The goal of medical informatics is to improve life expectancy, disease diagnosis and quality of life.

Focusing on the challenges, directions, and future predictions with the role of 5G in smart healthcare monitoring, this book offers the fundamental concepts and analyses on the methods to apply Internet of Things (IoT) in monitoring devices for diagnosing and transferring data.