Vision Sensing And Analytics Integrative Approaches
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Vision, Sensing and Analytics: Integrative Approaches by Md Atiqur Rahman Ahad,Atsushi Inoue Pdf
This book serves as the first guideline of the integrative approach, optimal for our new and young generations. Recent technology advancements in computer vision, IoT sensors, and analytics open the door to highly impactful innovations and applications as a result of effective and efficient integration of those. Such integration has brought to scientists and engineers a new approach —the integrative approach. This offers far more rapid development and scalable architecting when comparing to the traditional hardcore developmental approach. Featuring biomedical and healthcare challenges including COVID-19, we present a collection of carefully selective cases with significant added- values as a result of integrations, e.g., sensing with AI, analytics with different data sources, and comprehensive monitoring with many different sensors, while sustaining its readability.
Applied Intelligence and Informatics by Mufti Mahmud,M. Shamim Kaiser,Nikola Kasabov,Khan Iftekharuddin,Ning Zhong Pdf
This book constitutes the refereed proceedings of the First International Conference on Applied Intelligence and Informatics, AII 2021, held in Nottingham, UK, in July 2021. Due to the COVID-19 pandemic the conference was held in a fully virtual mode. The 26 full papers and 4 short papers presented were thoroughly reviewed and selected from the total 107 submissions. They are organized in the following topical sections: application of AI and informatics in disease detection; application of AI and informatics in healthcare; application of AI and informatics in pattern recognition; application of AI and informatics in network, security, and analytics; emerging applications of AI and informatics.
Sensor- and Video-Based Activity and Behavior Computing by Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami Pdf
This book presents the best-selected research papers presented at the 3rd International Conference on Activity and Behavior Computing (ABC 2021), during 20–22 October 2021. The book includes works related to the field of vision- and sensor-based human action or activity and behavior analysis and recognition. It covers human activity recognition (HAR), action understanding, gait analysis, gesture recognition, behavior analysis, emotion, and affective computing, and related areas. The book addresses various challenges and aspects of human activity recognition—both in sensor-based and vision-based domains. It can be considered as an excellent treasury related to the human activity and behavior computing.
Hydroinformatics by Praveen Kumar,Mike Folk,Momcilo Markus,Jay C. Alameda Pdf
Modern hydrology is more interdisciplinary than ever. Staggering amounts and varieties of information pour in from GIS and remote sensing systems every day, and this information must be collected, interpreted, and shared efficiently. Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling introduces the tools, approache
Efficient Data Handling for Massive Internet of Medical Things by Chinmay Chakraborty,Uttam Ghosh,Vinayakumar Ravi,Yogesh Shelke Pdf
This book focuses on recent advances and different research areas in multi-modal data fusion under healthcare informatics and seeks out theoretical, methodological, well-established and validated empirical work dealing with these different topics. This book brings together the latest industrial and academic progress, research, and development efforts within the rapidly maturing health informatics ecosystem. Contributions highlight emerging data fusion topics that support prospective healthcare applications. The book also presents various technologies and concerns regarding energy aware and secure sensors and how they can reduce energy consumption in health care applications. It also discusses the life cycle of sensor devices and protocols with the help of energy-aware design, production, and utilization, as well as the Internet of Things technologies such as tags, sensors, sensing networks, and Internet technologies. In a nutshell, this book gives a comprehensive overview of the state-of-the-art theories and techniques for massive data handling and access in medical data and smart health in IoT, and provides useful guidelines for the design of massive Internet of Medical Things.
Machine Vision for Industry 4.0 by Roshani Raut,Salahddine Krit,Prasenjit Chatterjee Pdf
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 4.0 applications. Industry 4.0, the Fourth Industrial Revolution, combines traditional manufacturing with automation and data exchange. Machine vision is used in the industry for reliable product inspections, quality control, and data capture solutions. It combines different technologies to provide important information from the acquisition and analysis of images for robot-based inspection and guidance. Features Presents a comprehensive guide on how to use machine vision for Industry 4.0 applications, such as analysis of images for automated inspections, object detection, object tracking, and more Includes case studies of Robotics Internet of Things with its current and future applications in healthcare, agriculture, and transportation Highlights the inclusion of impaired people in the industry, for example, an intelligent assistant that helps deaf-mute individuals to transmit instructions and warnings in a manufacturing process Examines the significant technological advancements in machine vision for Industrial Internet of Things and explores the commercial benefits using real-world applications from healthcare to transportation Discusses a conceptual framework of machine vision for various industrial applications The book addresses scientific aspects for a wider audience such as senior and junior engineers, undergraduate and postgraduate students, researchers, and anyone interested in the trends, development, and opportunities for machine vision for Industry 4.0 applications.
Serious Games Analytics by Christian Sebastian Loh,Yanyan Sheng,Dirk Ifenthaler Pdf
This volume brings together research on how gameplay data in serious games may be turned into valuable analytics or actionable intelligence for performance measurement, assessment, and improvement. Chapter authors use empirical research methodologies, including existing, experimental, and emerging conceptual frameworks, from various fields, such as: computer science software engineering educational data mining statistics information visualization. Serious games is an emerging field where the games are created using sound learning theories and instructional design principles to maximize learning and training success. But how would stakeholders know what play-learners have done in the game environment, and if the actions performance brings about learning? Could they be playing the game for fun, really learning with evidence of performance improvement, or simply gaming the system, i.e., finding loopholes to fake that they are making progress? This volume endeavors to answer these questions.
Information Systems and Technologies by Alvaro Rocha,Hojjat Adeli,Gintautas Dzemyda,Fernando Moreira Pdf
This book covers the following main topics: A) information and knowledge management; B) organizational models and information systems; C) software and systems modeling; D) software systems, architectures, applications and tools; E) multimedia systems and applications; F) computer networks, mobility and pervasive systems; G) intelligent and decision support systems; H) big data analytics and applications; I) human–computer interaction; J) ethics, computers and security; K) health informatics; L) information technologies in education; M) information technologies in radio communications; N) technologies for biomedical applications. This book is composed by a selection of articles from The 2022 World Conference on Information Systems and Technologies (WorldCIST'22), held between April 12 and 14, in Budva, Montenegro. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and challenges of modern information systems and technologies research, together with their technological development and applications.
Research Anthology on Approaches to Social and Sustainable Entrepreneurship by Management Association, Information Resources Pdf
Social entrepreneurship has grown in popularity in recent decades as a way to use business models and innovation to address social and environmental issues. While these ventures are helpful to many, emerging opportunities and challenges in the field still need to be explored. It is essential to remain knowledgeable on the emerging research within the field of social entrepreneurship so that we may better implement entrepreneurial solutions to social issues. The Research Anthology on Approaches to Social and Sustainable Entrepreneurship presents a comprehensive collection of the recent research into the developments, challenges, and opportunities of social and sustainable entrepreneurship in the modern era. Covering topics such as ecotourism, leadership styles, and poverty alleviation, this major reference work is an indispensable resource for business leaders and executives, entrepreneurs, government officials, community leaders, students and educators of higher education, economists, sociologists, librarians, researchers, and academicians.
The Sage Handbook of Mixed Methods Research Design by Cheryl N. Poth Pdf
With contributions from over 80 of the biggest names and rising stars of the field, this Handbook is an essential resource for anyone interested in the contemporary, emerging, and evolving practice of mixed methods research and scholarship. Exploring new and novel applications of existing mixed methods research design practices, the handbook provides comprehensive integration guidance while showcasing how design innovations inspire and contribute to investigating previously under-researched social issues and populations. Through its unique focus on design and the diverse contexts in which mixed methods research is being applied, this Handbook prepares researchers for the changing conditions in which they will conduct studies. Newcomers and seasoned mixed methods researchers alike will find this Handbook a go-to source for tools to think and act ‘complexively’ and creatively in research design. Using accessible language and illustrative examples, this Handbook is written for those with various roles and experience in mixed methods research design. The in-depth discussions led by the interdisciplinary group of 11 internationally renowned editorial section leads project our collective thinking of mixed methods research design into the future across the following six sections: Section 1: Inspiring Diversity and Innovation in Mixed Methods Design Section 2: The Craft of Mixed Methods Research Design Section 3: Expanding Mixed Methods Design Approaches Section 4: Designing Innovative Integrations with Technology Section 5: Navigating Research Cultures in Mixed Methods Design Section 6: Exploring Design Possibilities and Challenges for Mixed Methods Research
Handbook of Research of Internet of Things and Cyber-Physical Systems by Amit Kumar Tyagi,Niladhuri Sreenath Pdf
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.
Advances in the Leading Paradigms of Urbanism and their Amalgamation by Simon Elias Bibri Pdf
This book explores the recent advances in the leading paradigms of urbanism, namely compact cities, eco-cities, and data–driven smart cities, and the evolving approach to their amalgamation under the umbrella term of smart sustainable cities. It addresses these advances by investigating how and to what extent the strategies of compact cities and eco-cities and their merger have been enhanced and strengthened through new planning and development practices, and are being supported and leveraged by the applied solutions pertaining to data-driven smart cities. The ultimate goal is to advance sustainability and harness its synergistic effects on multiple scales. This entails developing and implementing more effective approaches to the balanced integration of the three dimensions of sustainability, as well as to producing combined effects of the strategies and solutions of the prevailing approaches to urbanism that are greater than the sum of their separate effects in terms of the tripartite value of sustainability. Sustainable urban development is today seen as one of the keys towards unlocking the quest for a sustainable world. And the big data revolution is set to erupt in cities throughout the world, heralding an era where instrumentation, datafication, and computation are increasingly pervading the very fabric of cities and the spaces we live in thanks to the IoT. Big data and the IoT technologies are seen as powerful forces that have tremendous potential for advancing urban sustainability. Indeed, they are instigating a massive change in the way sustainable cities can tackle the kind of special conundrums, wicked problems, and significant challenges they inherently embody as complex systems. They offer a multitudinous array of innovative solutions and sophisticated approaches informed by groundbreaking research and data–driven science. As such, they are becoming essential to the functioning of sustainable cities. Besides, yet knowing to what extent we are making progress towards sustainable cities is problematic, adding to the fragmented, conflicting picture that arises of change on the ground in the face of the escalating rate and scale of urbanization and in the light of emerging ICT and its novel applications. In a nutshell, new circumstances require new responses. This timely and multifaceted book is intended for a wide readership. As such, it will appeal to researchers, academics, urban scientists, urbanists, planners, designers, policy-makers, and futurists, as well as all readers interested in sustainable cities and their ongoing and future data-driven transformation.
Creating a Lifestyle Medicine Center by Jeffrey I. Mechanick,Robert F. Kushner Pdf
Building on the groundbreaking work Lifestyle Medicine (2016), this unique new book bridges the gap between theory and practice by providing detailed information on the real-world development and creation of a Lifestyle Medicine Center, whether independently or as part of an established medical program or department. Part one sets the stage by establishing the rationale for creating a Lifestyle Medicine Center as well as the medical and economic burden it seeks to alleviate. The construction of the physical facility and all of the myriad details of the program and its key players are covered in part two, from the structural to the aesthetic, including informatics, developing patient resources and education tools, current technologies and applications, the role of the dietitian and exercise physiologist, inpatient consultation, the importance of community engagement, and more. Part three is comprised of case studies of existing, successful Lifestyle Medicine Centers across the country, with detailed descriptions of their history, development, programs and challenges. Chapters are supported with plentiful figures, tables and useful links. The burden of chronic disease in the U.S. and globally is growing, with pervasive direct and indirect multi-scale adverse effects on health and well-being, economics, and quality of life. Notwithstanding the remarkable progress in biomedical technology, the role of lifestyle medicine in managing chronic disease in a preventive care model is paramount; however, the relevant and effective education in lifestyle medicine is lacking. Translating the theory into action steps, instantiated by case studies with critical interpretations and problem-solving tools, Creating a Lifestyle Medicine Center is the go-to resource for family and primary care physicians, internal medicine physicians, and all clinical specialties interested in planning and developing a lifestyle medicine program.
Handbook of Research on Consumer Behavioral Analytics in Metaverse and the Adoption of a Virtual World by Keikhosrokiani, Pantea Pdf
Although there are various studies on theories and analytical techniques to address consumer behavior change in the current world, tracking consumer behavior change in the metaverse and the adoption of the metaverse remains a challenge that requires discussion. The advent of the metaverse will have a profound influence on consumer behavior, from how people make decisions and create brand connections to how they feel about their avatar embodiment and their purchases in the metaverse. The Handbook of Research on Consumer Behavioral Analytics in Metaverse and the Adoption of a Virtual World investigates the social, behavioral, and psychological factors that influence metaverse adoption. The focus then shifts to concepts, theories, and analytical approaches for detecting changes in consumer behavior in the metaverse. Covering topics such as e-commerce markets, user experience, and immersive technologies, this major reference work is an excellent resource for business executives, entrepreneurs, data analysts, marketers, advertisers, government officials, social media professionals, librarians, students and educators of higher education, researchers, and academicians.
Bioinformatics in Agriculture by Pradeep Sharma,Dinesh Yadav,R.K. Gaur Pdf
Bioinformatics in Agriculture: Next Generation Sequencing Era is a comprehensive volume presenting an integrated research and development approach to the practical application of genomics to improve agricultural crops. Exploring both the theoretical and applied aspects of computational biology, and focusing on the innovation processes, the book highlights the increased productivity of a translational approach. Presented in four sections and including insights from experts from around the world, the book includes: Section I: Bioinformatics and Next Generation Sequencing Technologies; Section II: Omics Application; Section III: Data mining and Markers Discovery; Section IV: Artificial Intelligence and Agribots. Bioinformatics in Agriculture: Next Generation Sequencing Era explores deep sequencing, NGS, genomic, transcriptome analysis and multiplexing, highlighting practices forreducing time, cost, and effort for the analysis of gene as they are pooled, and sequenced. Readers will gain real-world information on computational biology, genomics, applied data mining, machine learning, and artificial intelligence. This book serves as a complete package for advanced undergraduate students, researchers, and scientists with an interest in bioinformatics. Discusses integral aspects of molecular biology and pivotal tool sfor molecular breeding Enables breeders to design cost-effective and efficient breeding strategies Provides examples ofinnovative genome-wide marker (SSR, SNP) discovery Explores both the theoretical and practical aspects of computational biology with focus on innovation processes Covers recent trends of bioinformatics and different tools and techniques