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Empowering Artificial Intelligence Through Machine Learning - - Bog - Apple Academic Press Inc. - Plusbog.dk

Empowering Artificial Intelligence Through Machine Learning - - Bog - Apple Academic Press Inc. - Plusbog.dk

This new volume, Empowering Artificial intelligence Through Machine Learning: New Advances and Applications , discusses various new applications of machine learning, a subset of the field of artificial intelligence. Artificial intelligence is considered to be the next-big-game changer in research and technology, The volume looks at how computing has enabled machines to learn, making machine and tools become smarter in many sectors, including science and engineering, healthcare, finance, education, gaming, security, and even agriculture, plus many more areas. Topics include techniques and methods in artificial intelligence for making machines intelligent, machine learning in healthcare, using machine learning for credit card fraud detection, using artificial intelligence in education using gaming and automatization with courses and outcomes mapping, and much more. The book will be valuable to professionals, faculty, and students in electronics and communication engineering, telecommunication engineering, network engineering, computer science and information technology.

DKK 835.00
1

Handbook of Research on Machine Learning - - Bog - Apple Academic Press Inc. - Plusbog.dk

Handbook of Research on Machine Learning - - Bog - Apple Academic Press Inc. - Plusbog.dk

This volume takes the reader on a technological voyage of machine learning advancements, highlighting the systematic changes in algorithms, challenges, and constraints. The technological advancements in the ML arena have transformed and revolutionized several fields, including transportation, agriculture, finance, weather monitoring, and others. This book brings together researchers, authors, industrialists, and academicians to cover a vast selection of topics in ML, starting with the rudiments of machine learning approaches and going on to specific applications in healthcare and industrial automation. The book begins with an overview of the ethics, security and privacy issues, future directions, and challenges in machine learning as well as a systematic review of deep learning techniques and provides an understanding of building generative adversarial networks. Chapters explore predictive data analytics for health issues. The book also adds a macro dimension by highlighting the industrial applications of machine learning, such as in the steel industry, for urban information retrieval, in garbage detection, in measuring air pollution, for stock market predictions, for underwater fish detection, as a fake news predictor, and more.

DKK 835.00
1

The Innovative Lean Machine - Jr. Sgroi - Bog - Apple Academic Press Inc. - Plusbog.dk

The Innovative Lean Machine - Jr. Sgroi - Bog - Apple Academic Press Inc. - Plusbog.dk

In order for an organization to thrive in a competitive business environment, its strategy, people, and branding must be fully optimized. The Innovative Lean Machine: Synchronizing People, Branding, and Strategy to Win in the Marketplace explains how to use Lean principles and visual tools to maximize these core components in any business. The book demystifies theory with examples of the various visual tools any organization can rely on during the idea generation, product development, and branding processes. Filled with easy-to-follow graphics, charts, and tables, the text provides a simple, yet effective, series of visual frameworks that readers can immediately apply with little or no difficulty. Describing how to ensure your business planning reflects what is most valuable to your customers, this resource presents the insights of a creative thought process that drives innovative solutions. It considers the key aspects of Lean that can help you drive innovation in the development of your organization’s branding, strategy, and in the selection and management of its people. It also includes discussions on the characteristics of highly effective and trustworthy people. After reading this book, you will better understand how to use Lean tools to build a stronger brand, build better market strategies, and identify and retain effective people. You will also gain an understanding of what it takes to align all organizational activities to ensure maximum value for your customers while relentlessly driving out waste.

DKK 524.00
1

Mechanical Engineering for Sustainable Development: State-of-the-Art Research - - Bog - Apple Academic Press Inc. - Plusbog.dk

Mechanical Engineering for Sustainable Development: State-of-the-Art Research - - Bog - Apple Academic Press Inc. - Plusbog.dk

This volume provides valuable insight into diverse topics related to mechanical engineering and presents state-of-the-art work on sustainable development being carried out throughout the world by budding researchers and scientists. Divided into three sections, the volume covers machine design, materials and manufacturing, and thermal engineering. It presents innovative research work on machine design that is of relevance to such varied fields as the automotive industry, agriculture, and human anatomy. The second section addresses materials characterization, an important tool in assessing proper materials for application-oriented jobs, and emerging unconventional machining processes that are important in design engineering for new products and tools. The section on thermal engineering broadly covers the use of viable alternate fuels, such as HHO, biodiesel, etc., with the objective of reducing the burden on petroleum reserves and the environment.

DKK 835.00
1

New Age Analytics - - Bog - Apple Academic Press Inc. - Plusbog.dk

New Age Analytics - - Bog - Apple Academic Press Inc. - Plusbog.dk

This comprehensive and timely book, New Age Analytics: Transforming the Internet through Machine Learning, IoT, and Trust Modeling , explores the importance of tools and techniques used in machine learning, big data mining, and more. The book explains how advancements in the world of the web have been achieved and how the experiences of users can be analyzed. It looks at data gathering by the various electronic means and explores techniques for analysis and management, how to manage voluminous data, user responses, and more. This volume provides an abundance of valuable information for professionals and researchers working in the field of business analytics, big data, social network data, computer science, analytical engineering, and forensic analysis. Moreover, the book provides insights and support from both practitioners and academia in order to highlight the most debated aspects in the field.

DKK 835.00
1

Cognitive Computing Systems - - Bog - Apple Academic Press Inc. - Plusbog.dk

Cognitive Computing Systems - - Bog - Apple Academic Press Inc. - Plusbog.dk

This new volume, Cognitive Computing Systems: Applications and Technological Advancements , explores the emerging area of artificial intelligence that encompasses machine self-learning, human-computer interaction, natural language processing, data mining and more. It introduces cognitive computing systems, highlights their key applications, discusses the technologies used in cognitive systems, and explains underlying models and architectures. Focusing on scientific work for real-world applications, each chapter presents the use of cognitive computing and machine learning in specific application areas. These include the use of speech recognition technology, application of neural networks in construction management, elevating competency in education, comprehensive health monitoring systems, predicting type 2 diabetes, applications for smart agricultural technology, human resource management, and more. With chapters from knowledgeable researchers in the area of artificial intelligence, cognitive computing, and allied areas, this book will be an asset for researchers, faculty, advances students, and industry professionals in many fields.

DKK 835.00
1

Handbook of Artificial Intelligence in Biomedical Engineering - - Bog - Apple Academic Press Inc. - Plusbog.dk

Handbook of Artificial Intelligence in Biomedical Engineering - - Bog - Apple Academic Press Inc. - Plusbog.dk

Handbook of Artificial Intelligence in Biomedical Engineering focuses on recent AI technologies and applications that provide some very promising solutions and enhanced technology in the biomedical field. Recent advancements in computational techniques, such as machine learning, Internet of Things (IoT), and big data, accelerate the deployment of biomedical devices in various healthcare applications. This volume explores how artificial intelligence (AI) can be applied to these expert systems by mimicking the human expert’s knowledge in order to predict and monitor the health status in real time. The accuracy of the AI systems is drastically increasing by using machine learning, digitized medical data acquisition, wireless medical data communication, and computing infrastructure AI approaches, helping to solve complex issues in the biomedical industry and playing a vital role in future healthcare applications. The volume takes a multidisciplinary perspective of employing these new applications in biomedical engineering, exploring the combination of engineering principles with biological knowledge that contributes to the development of revolutionary and life-saving concepts.

DKK 835.00
1

Applied Soft Computing - - Bog - Apple Academic Press Inc. - Plusbog.dk

Applied Soft Computing - - Bog - Apple Academic Press Inc. - Plusbog.dk

This new volume explores a variety of modern techniques that deal with estimated models and give resolutions to complex real-life issues. Soft computing has played a crucial role not only with theoretical paradigms but is also popular for its pivotal role for designing a large variety of expert systems and artificial intelligence-based applications. Involving the concepts and practices of soft computing in conjunction with other frontier research domains, this book begins with the basics and goes on to explore a variety of modern applications of soft computing in areas such as approximate reasoning, artificial neural networks, Bayesian networks, big data analytics, bioinformatics, cloud computing, control systems, data mining, functional approximation, fuzzy logic, genetic and evolutionary algorithms, hybrid models, machine learning, metaheuristics, neuro fuzzy system, optimization, randomized searches, and swarm intelligence. This book will be helpful to a wide range of readers who wish to learn applications of soft computing approaches. It will be useful for academicians, researchers, students, and machine learning experts who use soft computing techniques and algorithms to develop cutting-edge artificial intelligence-based applications.

DKK 835.00
1

High-Performance Medical Image Processing - - Bog - Apple Academic Press Inc. - Plusbog.dk

High-Performance Medical Image Processing - - Bog - Apple Academic Press Inc. - Plusbog.dk

The processing of medical images in a reasonable timeframe and with high definition is very challenging. This volume helps to meet that challenge by presenting a thorough overview of medical imaging modalities, its processing, high-performance computing, and the need to embed parallelism in medical image processing techniques to achieve efficient and fast results. With contributions from researchers from prestigious laboratories and educational institutions, High-Performance Medical Image Processing provides important information on medical image processing techniques, parallel computing techniques, and embedding parallelism in different image processing techniques. A comprehensive review of parallel algorithms in medical image processing problems is a key feature of this book. The volume presents the relevant theoretical frameworks and the latest empirical research findings in the area and provides detailed descriptions about the diverse high-performance techniques. Topics discussed include parallel computing, multicore architectures and their applications in image processing, machine learning applications, conventional and advanced magnetic resonance imaging methods, hyperspectral image processing, algorithms for segmenting 2D slices for 3D viewing, and more. Case studies, such as on the detection of cancer tumors, expound on the information presented. Key features: - Provides descriptions of different medical imaging modalities and their applications - Discusses the basics and advanced aspects of parallel computing with different multicore architectures - Expounds on the need for embedding data and task parallelism in different medical image processing techniques - Presents helpful examples and case studies of the discussed methods This book will be valuable for professionals, researchers, and students working in the field of healthcare engineering, medical imaging technology, applications in machine and deep learning, and more. It is also appropriate for courses in computer engineering, biomedical engineering and electrical engineering based on artificial intelligence, parallel computing, high performance computing, and machine learning and its applications in medical imaging.

DKK 835.00
1

Bioelectronics and Medical Devices - - Bog - Apple Academic Press Inc. - Plusbog.dk

Bioelectronics and Medical Devices - - Bog - Apple Academic Press Inc. - Plusbog.dk

This new volume provides an abundance of information on new biomedical applications being used today. The book covers a wide range of concepts and technologies, discussing such modern technological methods as the Internet of Things, e-pills, biomedical sensors, support vector machines, wireless devices, image and signal processing in e-health, and machine learning. It also includes a discussion on software implementation for the devices used in biomedical applications. The different types of antennas, including antennas using RF energy harvesting for biomedical applications, are covered as well.

DKK 835.00
1

Intelligent System Algorithms and Applications in Science and Technology - - Bog - Apple Academic Press Inc. - Plusbog.dk

Intelligent System Algorithms and Applications in Science and Technology - - Bog - Apple Academic Press Inc. - Plusbog.dk

The 21st century has witnessed massive changes around the world in intelligence systems in order to become smarter, energy efficient, reliable, and cheaper. This volume explores the application of intelligent techniques in various fields of engineering and technology. It addresses diverse topics in such areas as machine learning-based intelligent systems for healthcare, applications of artificial intelligence and the Internet of Things, intelligent data analytics techniques, intelligent network systems and applications, and inequalities and process control systems. The authors explore the full breadth of the field, which encompasses data analysis, image processing, speech processing and recognition, medical science and healthcare monitoring, smart irrigation systems, insurance and banking, robotics and process control, and more.

DKK 835.00
1

Financial Intelligence in Human Resources Management - - Bog - Apple Academic Press Inc. - Plusbog.dk

Financial Intelligence in Human Resources Management - - Bog - Apple Academic Press Inc. - Plusbog.dk

This new volume familiarizes readers with the very relevant concepts of human resources and finance in Industry 4.0. The book looks at the adoption of current fast-moving computers and automation in the workplace and its impact on the financial aspects of human resources and how HR can be enhanced with smart and autonomous systems fueled by data and machine learning. The chapters offer case studies that provide firsthand knowledge of real-life problems, solutions, and situations faced by the industry. The volume highlights the thought process in resolution of the complex problems. Topics include HR management approaches, global HR challenges, behavioral finance for financial acumen, corporate social responsibility, women empowerment in the HR industry, emotional intelligence in the era of Industry 4.0, and more.

DKK 835.00
1

Handbook of Research of Internet of Things and Cyber-Physical Systems - - Bog - Apple Academic Press Inc. - Plusbog.dk

Handbook of Research of Internet of Things and Cyber-Physical Systems - - Bog - Apple Academic Press Inc. - Plusbog.dk

This new volume discusses how integrating IoT devices and cyber-physical systems can help society by providing multiple efficient and affordable services to users. It covers the various applications of IoT-based cyber-physical systems, such as satellite imaging in relation to climate change, industrial control systems, e-healthcare applications, security uses, automotive and traffic monitoring and control, urban smart city planning, and more. The authors also outline the methods, tools, and algorithms for IoT-based cyber-physical systems and explore the integration of machine learning, blockchain, and Internet of Things-based cloud applications. With the continuous emerging new technologies and trends in IoT technology and CPS, this volume will be a helpful resource for scientists, researchers, industry professionals, faculty and students, and others who wish to keep abreast of new developments and new challenges for sustainable development in Industry 4.0.

DKK 835.00
1

Numerical Algorithms - Justin (princeton University Solomon - Bog - Apple Academic Press Inc. - Plusbog.dk

Numerical Algorithms - Justin (princeton University Solomon - Bog - Apple Academic Press Inc. - Plusbog.dk

Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills. The book covers a wide range of topics—from numerical linear algebra to optimization and differential equations—focusing on real-world motivation and unifying themes. It incorporates cases from computer science research and practice, accompanied by highlights from in-depth literature on each subtopic. Comprehensive end-of-chapter exercises encourage critical thinking and build students’ intuition while introducing extensions of the basic material. The text is designed for advanced undergraduate and beginning graduate students in computer science and related fields with experience in calculus and linear algebra. For students with a background in discrete mathematics, the book includes some reminders of relevant continuous mathematical background.

DKK 819.00
1

Big Data with Hadoop MapReduce - Anand ) Paul - Bog - Apple Academic Press Inc. - Plusbog.dk

Big Data with Hadoop MapReduce - Anand ) Paul - Bog - Apple Academic Press Inc. - Plusbog.dk

The authors provide an understanding of big data and MapReduce by clearly presenting the basic terminologies and concepts. They have employed over 100 illustrations and many worked-out examples to convey the concepts and methods used in big data, the inner workings of MapReduce, and single node/multi-node installation on physical/virtual machines. This book covers almost all the necessary information on Hadoop MapReduce for most online certification exams. Upon completing this book, readers will find it easy to understand other big data processing tools such as Spark, Storm, etc. Ultimately, readers will be able to: • understand what big data is and the factors that are involved • understand the inner workings of MapReduce, which is essential for certification exams • learn the features and weaknesses of MapReduce • set up Hadoop clusters with 100s of physical/virtual machines • create a virtual machine in AWS • write MapReduce with Eclipse in a simple way • understand other big data processing tools and their applications

DKK 835.00
1

Natural Food Products and Waste Recovery - - Bog - Apple Academic Press Inc. - Plusbog.dk

Natural Food Products and Waste Recovery - - Bog - Apple Academic Press Inc. - Plusbog.dk

Natural Food Products and Waste Recovery: Healthy Foods, Nutrition Design, and Extraction of Valuable Compounds addresses important issues in the design of functional foods and nutraceuticals, extraction of essential compounds, and food waste management. Topics in the nutrition section cover a diverse range of topics, including uses and regulations of functional foods and ingredients, supplements, nutraceuticals, and superfoods; informatics and methods in nutrition design and development; and molecular modeling techniques in food and nutrition development. The volume goes on to address properties, microstructural characteristics, and extraction techniques of bioactive compounds. Chapters also cover the use of artificial intelligence and machine learning in food waste management, mitigation, and reuse strategies for food waste. This research-based volume is a valuable reference for professionals involved in product development and researchers focusing on food products. It will be of great interest to postgraduate students and researchers in environmental policy and waste management, as well as policymakers and practitioners in consumer issues and business.

DKK 835.00
1

Computer Vision and Recognition Systems - G. Thippa Reddy - Bog - Apple Academic Press Inc. - Plusbog.dk

Computer Vision and Recognition Systems - G. Thippa Reddy - Bog - Apple Academic Press Inc. - Plusbog.dk

This cutting-edge volume focuses on how artificial intelligence can be used to give computers the ability to imitate human sight. With contributions from researchers in diverse countries, including Thailand, Spain, Japan, Turkey, Australia, and India, the book explains the essential modules that are necessary for comprehending artificial intelligence experiences to provide machines with the power of vision. The volume also presents innovative research developments, applications, and current trends in the field. The chapters cover such topics as visual quality improvement, Parkinson’s disease diagnosis, hypertensive retinopathy detection through retinal fundus, big image data processing, N-grams for image classification, medical brain images, chatbot applications, credit score improvisation, vision-based vehicle lane detection, damaged vehicle parts recognition, partial image encryption of medical images, and image synthesis. The chapter authors show different approaches to computer vision, image processing, and frameworks for machine learning to build automated and stable applications. Deep learning is included for making immersive application-based systems, pattern recognition, and biometric systems. The book also considers efficiency and comparison at various levels of using algorithms for real-time applications, processes, and analysis.

DKK 835.00
1

Pandemic Detection and Analysis Through Smart Computing Technologies - - Bog - Apple Academic Press Inc. - Plusbog.dk

Pandemic Detection and Analysis Through Smart Computing Technologies - - Bog - Apple Academic Press Inc. - Plusbog.dk

This powerful new volume explores the diverse and sometimes unexpected roles that IoT and AI technologies played during the recent COVID-19 global pandemic. The book discusses the how existing and new state-of-the art technology has been and can be applied for global health crises in a multitude of ways. The chapters in Pandemic Detection and Analysis through Smart Computing Technologies look at exciting technological solutions for virus detection, prediction, classification, prevention, and communication outreach. The book considers the various modes of transmission of the virus as well as how technology has been implemented for personalized healthcare systems and how it can be used for future pandemics. The huge importance of social and mobile communication and networks during the pandemic is addressed such as in business, education, and healthcare; in research and development; for health information and outreach; in social life; and more. A chapter also addresses using smart computing for forecasting the damage caused by COVID-19 using time series analyses. This up-to-the-minute volume illuminates on the many ways AI, IoT, machine learning, and other technologies have important roles in the diverse challenges faced during COVID-19 and how they can be enhanced for future pandemic situations. The volume will be of high interest to those in different fields of computer science and other domains as well as to data scientists, government agencies and policymakers, doctors and healthcare professionals, engineers, economists, and many other professionals. This book will also be very helpful to faculty, students, and research scholars in understanding the pre- and post-effect of this pandemic.

DKK 835.00
1

Big Data and Health Analytics - - Bog - Apple Academic Press Inc. - Plusbog.dk

Big Data and Health Analytics - - Bog - Apple Academic Press Inc. - Plusbog.dk

Data availability is surpassing existing paradigms for governing, managing, analyzing, and interpreting health data. Big Data and Health Analytics provides frameworks, use cases, and examples that illustrate the role of big data and analytics in modern health care, including how public health information can inform health delivery. Written for health care professionals and executives, this is not a technical book on the use of statistics and machine-learning algorithms for extracting knowledge out of data, nor a book on the intricacies of database design. Instead, this book presents the current thinking of academic and industry researchers and leaders from around the world. Using non-technical language, this book is accessible to health care professionals who might not have an IT and analytics background. It includes case studies that illustrate the business processes underlying the use of big data and health analytics to improve health care delivery. Highlighting lessons learned from the case studies, the book supplies readers with the foundation required for further specialized study in health analytics and data management. Coverage includes community health information, information visualization which offers interactive environments and analytic processes that support exploration of EHR data, the governance structure required to enable data analytics and use, federal regulations and the constraints they place on analytics, and information security. Links to websites, videos, articles, and other online content that expand and support the primary learning objectives for each major section of the book are also included to help you develop the skills you will need to achieve quality improvements in health care delivery through the effective use of data and analytics.

DKK 1022.00
1

Global Healthcare Disasters - - Bog - Apple Academic Press Inc. - Plusbog.dk

Global Healthcare Disasters - - Bog - Apple Academic Press Inc. - Plusbog.dk

The recent COVID-19 global pandemic exemplifies the need for efficient, reliable, and real-time tools and technology for forecasting and predicting healthcare disasters as well as for helping to restrict the subsequent spread and fatality of deadly diseases. This new book discusses many of the innovative and state-of-the-art tools and technology that can help meet the challenges of predicting such disasters. The chapters offer a plethora of useful information for designing healthcare disaster management systems that can be dynamically configurable with implementation of today’s modern technology, such as cloud computing, artificial intelligence, IoT, data analytics, and machine learning. These can increase effectiveness in remote sensing technologies, data analytics, data storage, communication networks, geographic information system (GIS), and global positioning System (GPS), to name a few. This book discusses mathematical models using graph-based approaches for analyzing dynamic, heterogeneous, and unstructured data for applications in epidemiology. The authors also address the use of mobile applications for communication efforts and remote monitoring for gauging health and the effectiveness of preventive healthcare measures. The chapters discuss influencing factors that directly or indirectly target public health infrastructure that can lead to or exacerbate global health crises, such as extreme climate changes, refugee health crises, terrorism and cyberterrorism, and technology-related incidents. The book further looks at efficient methods to analyze disasters and how to deliver healthcare in areas of conflict and crisis. This important volume, Global Healthcare Disasters: Predicting the Unpredictable with Emerging Technologies , provides a bounty of useful information for health professionals, academicians, researchers, governmental agencies, and policymakers across the world to predict, mitigate, and manage global health disaster with emerging technologies.

DKK 835.00
1