Assessing Covid 19 And Other Pandemics And Epidemics Using Computational Modelling And Data Analysis

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Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis

Author : Subhendu Kumar Pani
Publisher : Springer Nature
ISBN 13 : 3030797538
Total Pages : 416 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis by : Subhendu Kumar Pani

Download or read book Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis written by Subhendu Kumar Pani and published by Springer Nature. This book was released on 2021-12-13 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively covers the topic of COVID-19 and other pandemics and epidemics data analytics using computational modelling. Biomedical and Health Informatics is an emerging field of research at the intersection of information science, computer science, and health care. The new era of pandemics and epidemics bring tremendous opportunities and challenges due to the plentiful and easily available medical data allowing for further analysis. The aim of pandemics and epidemics research is to ensure high-quality, efficient healthcare, better treatment and quality of life by efficiently analyzing the abundant medical, and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. In the past, it was a common requirement to have domain experts for developing models for biomedical or healthcare. However, recent advances in representation learning algorithms allow us to automatically learn the pattern and representation of the given data for the development of such models. Medical Image Mining, a novel research area (due to its large amount of medical images) are increasingly generated and stored digitally. These images are mainly in the form of: computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions related to health care. Image mining in medicine can help to uncover new relationships between data and reveal new and useful information that can be helpful for scientists and biomedical practitioners. Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis will play a vital role in improving human life in response to pandemics and epidemics. The state-of-the-art approaches for data mining-based medical and health related applications will be of great value to researchers and practitioners working in biomedical, health informatics, and artificial intelligence..

Computational Modeling and Data Analysis in COVID-19 Research

Author : Chhabi Rani Panigrahi
Publisher : CRC Press
ISBN 13 : 1000384977
Total Pages : 271 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Computational Modeling and Data Analysis in COVID-19 Research by : Chhabi Rani Panigrahi

Download or read book Computational Modeling and Data Analysis in COVID-19 Research written by Chhabi Rani Panigrahi and published by CRC Press. This book was released on 2021-05-09 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know prevention is better than cure, so by using several ML techniques, researchers can try to predict the disease in its early stage and develop more effective medications and treatments. Computational technologies in areas like AI, ML, Internet of Things (IoT), and drone technologies underlie a range of applications that can be developed and utilized for this purpose. Because in most cases there is no one solution to stop the spreading of pandemic diseases, and the integration of several tools and tactics are needed. Many successful applications of AI, ML, IoT, and drone technologies already exist, including systems that analyze past data to predict and conclude some useful information for controlling the spread of COVID-19 infections using minimum resources. The AI and ML approach can be helpful to design different models to give a predictive solution for mitigating infection and preventing larger outbreaks. This book: Examines the use of artificial intelligence (AI), machine learning (ML), Internet of Things (IoT), and drone technologies as a helpful predictive solution for controlling infection of COVID-19 Covers recent research related to the COVID-19 pandemic and includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle a pandemic outbreak Examines the performance, implementation, architecture, and techniques of different analytical and statistical models related to COVID-19 Includes different case studies on COVID-19 Dr. Chhabi Rani Panigrahi is Assistant Professor in the Department of Computer Science at Rama Devi Women’s University, Bhubaneswar, India. Dr. Bibudhendu Pati is Associate Professor and Head of the Department of Computer Science at Rama Devi Women’s University, Bhubaneswar, India. Dr. Mamata Rath is Assistant Professor in the School of Management (Information Technology) at Birla Global University, Bhubaneswar, India. Prof. Rajkumar Buyya is a Redmond Barry Distinguished Professor and Director of the Cloud Computing and Distributed Systems (CLOUDS) Laboratory at the University of Melbourne, Australia.

Blockchain Technology in Healthcare - Concepts, Methodologies, and Applications

Author : Nilayam Kumar Kamila
Publisher : Bentham Science Publishers
ISBN 13 : 9815165208
Total Pages : 286 pages
Book Rating : 4.8/5 (151 download)

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Book Synopsis Blockchain Technology in Healthcare - Concepts, Methodologies, and Applications by : Nilayam Kumar Kamila

Download or read book Blockchain Technology in Healthcare - Concepts, Methodologies, and Applications written by Nilayam Kumar Kamila and published by Bentham Science Publishers. This book was released on 2023-11-28 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume reviews cutting-edge innovations in blockchain technology that are propelling the healthcare industry into a new era of efficiency and security. It brings 14 reviews contributed by experts in blockchain and Web3 technologies into a single volume. Each contribution includes a summary for easy understanding and scientific references for advanced readers. Key Themes: Empowering Decentralized Healthcare: Learn about the future of decentralized healthcare, powered by blockchain, ensuring a seamless and patient-centric experience. Clinical Trials: Discover how blockchain is reshaping clinical trials, offering a glimpse into a future of optimized medical research. Data Security: Uncover the strategic use of blockchain in securing vital clinical trials data, ensuring confidentiality and integrity at every step. Blockchain-based Healthcare delivery: Delve into a comprehensive review of blockchain technology in the health sector, revealing its potential to transform healthcare systems with efficient and precise solutions. Predict, Prevent, and Protect: Understand how blockchain technology serves as a predictive tool, aiding in the prevention and control of the spread of COVID-19. This volume is a must-read for healthcare practitioners and administrators seeking to harness the power of blockchain in medicine and healthcare. It also provides information for researchers and business professionals who want to understand the innovative role of blockchain technology in the healthcare sector.

An Introduction to the Microbiome in Health and Diseases

Author : Charles Oluwaseun Adetunji
Publisher : Academic Press
ISBN 13 : 0323914721
Total Pages : 246 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis An Introduction to the Microbiome in Health and Diseases by : Charles Oluwaseun Adetunji

Download or read book An Introduction to the Microbiome in Health and Diseases written by Charles Oluwaseun Adetunji and published by Academic Press. This book was released on 2024-04-22 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to the Microbiome in Health and Diseases covers the compositional structure and roles of the human microbiome in health and disease. Sections discuss and foundational content, from bench to bedside in microbiology to trigger more in-depth knowledge and provide updated findings on today's hottest topic–the microbiome. The book translates current findings of studies into clinical practice. Other sections give updates on the role of microbiome in health and several diseases, the impact of diet, exercise and gut microbiome, the plant microbiome, non-infectious environmental agents and autoimmunity. Provides fundamental coverage on the microbiome and its effect on human health and diseases. Describes procedures for sampling small and larger samples of the microbiome. Discusses patents, bioproducts, commercialization, and the social, ethical and economic implications of the microbiome.

Sensing and Artificial Intelligence Solutions for Food Manufacturing

Author : Daniel Hefft
Publisher : CRC Press
ISBN 13 : 1000844498
Total Pages : 194 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Sensing and Artificial Intelligence Solutions for Food Manufacturing by : Daniel Hefft

Download or read book Sensing and Artificial Intelligence Solutions for Food Manufacturing written by Daniel Hefft and published by CRC Press. This book was released on 2023-03-31 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives readers a practical introduction into machine learning and sensing techniques, their design and ultimately specific applications that could improve food production. It shows how these sensing and computing systems are suitable for process implementation in food factories. This book starts by giving the reader an overview of the historic structures of food manufacturing standards and how they defined today’s manufacturing. It is followed by a topical introduction for professionals in the food industries in topics such as AI, machine learning, and neural networks. It also includes an explanation of the different sensor systems and their basic principles. It shows how these sensing and computing systems are suitable for process implementation in food factories and what types of sensing systems have already been proven to deliver benefit to the food manufacturing industries. The authors also discuss issues around food safety, labelling, and traceability and how sensing and AI can help to resolve issues. They also use case studies and specific examples that can show the benefit of such technologies compared to current approaches. This book is a practical introduction and handbook for students, food engineers, technologists and process engineers on the benefits and challenges around modern manufacturing systems following Industry 4.0 approaches.

Engineering Principles, Modeling and Economics of Evaporative Coolers

Author : Daniel Ingo Hefft
Publisher : Academic Press
ISBN 13 : 0323886272
Total Pages : 340 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Engineering Principles, Modeling and Economics of Evaporative Coolers by : Daniel Ingo Hefft

Download or read book Engineering Principles, Modeling and Economics of Evaporative Coolers written by Daniel Ingo Hefft and published by Academic Press. This book was released on 2023-07-10 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering Principles, Modelling and Economics of Evaporative Coolers covers the basic engineering and technical principles behind the operation and construction of evaporative coolers, also highlighting challenges. The book presents the reader with selected case studies on modelling in the cooling chamber and explains the economic implications an evaporative structure can bring. Edited by a team of specialists, the book also explains the strong dependence of the technology’s performance on environmental conditions, and hence the limits on temperature control in the preservation of post-harvest agriculture products. Evaporative coolers are an ancient technology, invented long before the introduction of chemical refrigerants as used in modern fridges or cooling towers. This two volume set covers the topic, with practical applications, construction techniques, and operation of the technology. Thoroughly explores unit operations and engineering principles of evaporative coolers Includes CFD modelling on evaporative cooling structures Covers the economics of evaporative coolers

Bio- and Nano-sensing Technologies for Food Processing and Packaging

Author : Ashutosh Kumar Shukla
Publisher : Royal Society of Chemistry
ISBN 13 : 1839164328
Total Pages : 263 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Bio- and Nano-sensing Technologies for Food Processing and Packaging by : Ashutosh Kumar Shukla

Download or read book Bio- and Nano-sensing Technologies for Food Processing and Packaging written by Ashutosh Kumar Shukla and published by Royal Society of Chemistry. This book was released on 2022-10-19 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume presents a collection of ten chapters discussing the current trends of bio- and nano-sensing technologies for processing and packaging of food items.

Evaporative Coolers for the Postharvest Management of Fruits and Vegetables

Author : Charles Oluwaseun Adetunji
Publisher : Academic Press
ISBN 13 : 0323886213
Total Pages : 480 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Evaporative Coolers for the Postharvest Management of Fruits and Vegetables by : Charles Oluwaseun Adetunji

Download or read book Evaporative Coolers for the Postharvest Management of Fruits and Vegetables written by Charles Oluwaseun Adetunji and published by Academic Press. This book was released on 2023-04-27 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evaporative Coolers for the Postharvest Management of Fruits and Vegetables covers world demand for food of high quality without chemical preservatives and with extended shelf life. The book provides the practical application of evaporative coolers, with a strong focus on postharvest management and fruit/vegetable science as high moisture foods are highly perishable. Special emphasis is laid on the impact of the evaporative coolant structure on the nutritional and food safety content of fresh produce. Moreover, the book covers the effect of evaporative coolant structure towards the reduction of spoilage microorganisms responsible for the spoilage of post-harvest losses of various fruits and vegetables. Edited by a team of specialists, this title also helps people dealing with microbiology understand how this simple technology can help improve product quality for communities that currently lack access to cooling or have unreliable power supplies. Thoroughly explores shelf-life extensions that can be achieved when applying evaporative cooling Covers postharvest management through evaporative cooling Brings food and consumer science aspects from evaporative cooled fruits and vegetables Presents information on the interaction of edible coatings towards the extension of climacteric and non-climacteric fruits

Novel Platforms for Drug Delivery Applications

Author : Sangita Das
Publisher : Woodhead Publishing
ISBN 13 : 0323913784
Total Pages : 695 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Novel Platforms for Drug Delivery Applications by : Sangita Das

Download or read book Novel Platforms for Drug Delivery Applications written by Sangita Das and published by Woodhead Publishing. This book was released on 2022-11-08 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: Novel Platforms for Drug Delivery Applications covers diverse aspects in the design, synthesis and characterization of novel drug delivery platforms and devices. This book comprehensively details the development, application and performance of various novel molecular frameworks as potent drug delivery vehicles. Chapters cover a range of materials and molecular platforms for drug delivery, from hydrogels, nanocarriers and metal-organic-frameworks, to ?-cyclodextrin and polyphosphazene. Each chapter discusses the benefits and limitations of each drug delivery system, as well as toxicological and safety implications. This book offers an interdisciplinary approach to this fast-moving topic, bridging the disciplines of materials science and pharmacology. Provides an up-to-date single resource on novel drug delivery platforms, a rapidly evolving field of research Covers a broad range of materials, systems and release mechanisms, including in vivo and in vitro studies Describes the synthesis, properties, formulation and application of various novel drug delivery systems

Microplastic Pollution

Author : Mohd. Shahnawaz
Publisher : Springer Nature
ISBN 13 : 9819983576
Total Pages : 546 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Microplastic Pollution by : Mohd. Shahnawaz

Download or read book Microplastic Pollution written by Mohd. Shahnawaz and published by Springer Nature. This book was released on with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Epidemiology

Author : Ellen Kuhl
Publisher : Springer Nature
ISBN 13 : 3030828905
Total Pages : 312 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Computational Epidemiology by : Ellen Kuhl

Download or read book Computational Epidemiology written by Ellen Kuhl and published by Springer Nature. This book was released on 2021-09-22 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19. It teaches the relevant tools to model and simulate nonlinear dynamic systems in view of a global pandemic that is acutely relevant to human health. If you are a student, educator, basic scientist, or medical researcher in the natural or social sciences, or someone passionate about big data and human health: This book is for you! It serves as a textbook for undergraduates and graduate students, and a monograph for researchers and scientists. It can be used in the mathematical life sciences suitable for courses in applied mathematics, biomedical engineering, biostatistics, computer science, data science, epidemiology, health sciences, machine learning, mathematical biology, numerical methods, and probabilistic programming. This book is a personal reflection on the role of data-driven modeling during the COVID-19 pandemic, motivated by the curiosity to understand it.

Handbook of Agricultural Biotechnology, Volume 1

Author : Charles Oluwaseun Adetunji
Publisher : John Wiley & Sons
ISBN 13 : 1119836468
Total Pages : 348 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Handbook of Agricultural Biotechnology, Volume 1 by : Charles Oluwaseun Adetunji

Download or read book Handbook of Agricultural Biotechnology, Volume 1 written by Charles Oluwaseun Adetunji and published by John Wiley & Sons. This book was released on 2024-03-06 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of AGRICULTURAL BIOTECHNOLOGY The book provides detailed information on the application of nanopesticides for the management of numerous agricultural pests and pathogens, as well as to foster an innovative pathway toward future sustainable agriculture and food systems. Biopesticides have been identified as a sustainable and permanent replacement to synthetic chemicals. Their application will go a long way toward preventing major challenges that confront sustainable agriculture, the actualization of global food production and food security, helping to feed an ever-increasing population that is predicted to increase to nine billion by 2050. An interdisciplinary collaboration among policymakers, private sector, researchers, civil society, farmers, consumers, and environmentalists will foster an innovative pathway toward future sustainable agriculture and food systems that could ensure resilience, food security, and a healthy environment. The book explains the application of some nanobiopesticides as ovicides that could kill eggs of insects and mites, as well as slimicides that could destroy slime-producing microorganisms, such as algae, bacteria, fungi, and slime molds. Other highlights include: a discussion on the application of nanobiopesticides for the rejuvenation of heavily contaminated environments (as well as their role in the mitigation of several abiotic stress); a demonstration of how nanobiopesticides derived from plants could be applied for effective management of pests and diseases in animal husbandry and fishery; and a collection of relevant information on patents, the commercialization of relevant plant-derived nanobiopesticides, and their social economic and industrial relevance. Audience The book is a useful resource for a diverse audience, including industrialists, food industry professionals, agriculturists, agricultural microbiologists, plant pathologists, botanists, microbiologists, biotechnologists, nanotechnologists, microbial biotechnologists, farmers, policymakers, and extension workers.

Handbook of Agricultural Biotechnology, Volume 2

Author : Charles Oluwaseun Adetunji
Publisher : John Wiley & Sons
ISBN 13 : 1119836158
Total Pages : 405 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Handbook of Agricultural Biotechnology, Volume 2 by : Charles Oluwaseun Adetunji

Download or read book Handbook of Agricultural Biotechnology, Volume 2 written by Charles Oluwaseun Adetunji and published by John Wiley & Sons. This book was released on 2024-04-09 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of AGRICULTURAL BIOTECHNOLOGY The book provides a detailed examination of the application of nanobioherbicides that come from plants including information on the different metabolites derived from numerous plants that could become bioherbicides. The book gives attention to weed-plant physiology and chronicles the activities of nanobioherbicides on weeds during preliminary bioassays, pot assays, in-house screenings, and during field trials. Furthermore, deep data is provided on the commercial potential of these nanobioherbicides derived from plants, while toxicity assays are also highlighted. Other topics covered include: documented patents on nanobioherbicides; the process involved in the registration of these novel products as nanobioherbicides for both conventional and organic farming; relevant information on the application of molecular techniques for improvement of nanobioherbicides, such as genomics, proteomics, informatics, bioinformatics, and chemoinformatics; details about the non-target effect of the nanobioherbicides. Highlighted, too, is information on the biochemical, enzymatic, and ultrastructural effects of these nanobioherbicides, as well as detailed information on the nutritional qualities of agricultural crops after nanobioherbicidal application. Audience The book is a useful resource for a diverse audience, including industrialists, food industry professionals, agriculturists, agricultural microbiologists, plant pathologists, botanists, microbiologists, biotechnologists, nanotechnologists, microbial biotechnologists, farmers, policymakers, and extension workers.

Healthcare Informatics for Fighting COVID-19 and Future Epidemics

Author : Lalit Garg
Publisher : Springer Nature
ISBN 13 : 3030727521
Total Pages : 444 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Healthcare Informatics for Fighting COVID-19 and Future Epidemics by : Lalit Garg

Download or read book Healthcare Informatics for Fighting COVID-19 and Future Epidemics written by Lalit Garg and published by Springer Nature. This book was released on 2021-09-01 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative solutions utilising informatics to deal with various issues related to the COVID-19 outbreak. The book offers a collection of contemporary research and development on the management of Covid-19 using health data analytics, information exchange, knowledge sharing, the Internet of Things (IoT), and the Internet of Everything (IoE)-based solutions. The book also analyses the implementation, assessment, adoption, and management of these healthcare informatics solutions to manage the pandemic and future epidemics. The book is relevant to researchers, professors, students, and professionals in informatics and related topics.

Intelligent Data Analysis for COVID-19 Pandemic

Author : M. Niranjanamurthy
Publisher : Springer Nature
ISBN 13 : 9811615748
Total Pages : 370 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Intelligent Data Analysis for COVID-19 Pandemic by : M. Niranjanamurthy

Download or read book Intelligent Data Analysis for COVID-19 Pandemic written by M. Niranjanamurthy and published by Springer Nature. This book was released on 2021-06-22 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.

Swarm Intelligence

Author : Wellington Pinheiro dos Santos
Publisher : CRC Press
ISBN 13 : 1000792862
Total Pages : 261 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Swarm Intelligence by : Wellington Pinheiro dos Santos

Download or read book Swarm Intelligence written by Wellington Pinheiro dos Santos and published by CRC Press. This book was released on 2022-11-17 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the fundamentals of swarm intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming languages such as Python, Java and MATLAB®. Real-world applications are also presented in areas as diverse as Medicine, Biology and industrial applications. The book is organized into two parts. The first part provides an introduction to swarming algorithms and hybrid techniques. In the second part, real world applications of swarm intelligence are presented to illustrate how swarm algorithms can be used in applications of optimization and pattern recognition, reviewing the principal methods and methodologies in swarm intelligence.

Handbook of Research on Artificial Intelligence in Government Practices and Processes

Author : Saura, Jose Ramon
Publisher : IGI Global
ISBN 13 : 1799896110
Total Pages : 410 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Artificial Intelligence in Government Practices and Processes by : Saura, Jose Ramon

Download or read book Handbook of Research on Artificial Intelligence in Government Practices and Processes written by Saura, Jose Ramon and published by IGI Global. This book was released on 2022-03-18 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s global culture where the internet has established itself as a main tool of communication, the global system of economy and regulations, as well as data and decisions based on data analysis, have become essential for public actors and institutions. Governments need to be updated and use the latest technologies to understand what society’s demands are, and user behavioral data, which can be pulled by intelligent applications, can offer tremendous insights into this. The Handbook of Research on Artificial Intelligence in Government Practices and Processes identifies definitional perspectives of behavioral data science and what its use by governments means for automation, predictability, and risks to privacy and free decision making in society. Many governments can train their algorithms to work with machine learning, leading to the capacity to interfere in the behavior of society and potentially achieve a change in societal behavior without society itself even being aware of it. As such, the use of artificial intelligence by governments has raised concerns about privacy and personal security issues. Covering topics such as digital democracy, data extraction techniques, and political communications, this book is an essential resource for data analysts, politicians, journalists, public figures, executives, researchers, data specialists, communication specialists, digital marketers, and academicians.