Decision Sciences For Covid 19

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Decision Sciences for COVID-19

Said Ali Hassan,Ali Wagdy Mohamed,Khalid Abdulaziz Alnowibet
Decision Sciences for COVID 19 Book PDF

Author : Said Ali Hassan,Ali Wagdy Mohamed,Khalid Abdulaziz Alnowibet
Publisher : Springer Nature
Page : 475 pages
File Size : 41,7 Mb
Release : 2022-02-28
Category : Business & Economics
ISBN : 9783030870195

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Decision Sciences for COVID-19 by Said Ali Hassan,Ali Wagdy Mohamed,Khalid Abdulaziz Alnowibet Pdf

This book presents best practices involving applications of decision sciences, business tactics and behavioral sciences for COVID-19. Addressing concrete problems in these vital fields, it focuses on theoretical and methodological investigations of managerial decisions that drive production and service enterprises’ productivity and success. Moreover, it presents optimization techniques and tools that can also be adopted for other applications in various research areas after a thorough analysis of the specific problem. The book is intended for researchers and practitioners seeking optimum solutions to real-life problems in various application areas concerning COVID-19, helping them make scientifically founded decisions.

COVID-19: Prediction, Decision-Making, and its Impacts

K.C. Santosh,Amit Joshi
COVID 19 Prediction Decision Making and its Impacts Book PDF

Author : K.C. Santosh,Amit Joshi
Publisher : Springer Nature
Page : 137 pages
File Size : 43,6 Mb
Release : 2020-12-11
Category : Technology & Engineering
ISBN : 9789811596827

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COVID-19: Prediction, Decision-Making, and its Impacts by K.C. Santosh,Amit Joshi Pdf

The book aims to outline the issues of AI and COVID-19, involving predictions,medical support decision-making, and possible impact on human life. Starting withmajor COVID-19 issues and challenges, it takes possible AI-based solutions forseveral problems, such as public health surveillance, early (epidemic) prediction,COVID-19 positive case detection, and robotics integration against COVID-19.Beside mathematical modeling, it includes the necessity of changes in innovationsand possible COVID-19 impacts. The book covers a clear understanding of AI-driven tools and techniques, where pattern recognition, anomaly detection, machinelearning, and data analytics are considered. It aims to include the wide range ofaudiences from computer science and engineering to healthcare professionals.

Artificial Intelligence for COVID-19

Diego Oliva,Said Ali Hassan,Ali Mohamed
Artificial Intelligence for COVID 19 Book PDF

Author : Diego Oliva,Said Ali Hassan,Ali Mohamed
Publisher : Springer Nature
Page : 594 pages
File Size : 46,8 Mb
Release : 2021-07-19
Category : Technology & Engineering
ISBN : 9783030697440

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Artificial Intelligence for COVID-19 by Diego Oliva,Said Ali Hassan,Ali Mohamed Pdf

This book presents a compilation of the most recent implementation of artificial intelligence methods for solving different problems generated by the COVID-19. The problems addressed came from different fields and not only from medicine. The information contained in the book explores different areas of machine and deep learning, advanced image processing, computational intelligence, IoT, robotics and automation, optimization, mathematical modeling, neural networks, information technology, big data, data processing, data mining, and likewise. Moreover, the chapters include the theory and methodologies used to provide an overview of applying these tools to the useful contribution to help to face the emerging disaster. The book is primarily intended for researchers, decision makers, practitioners, and readers interested in these subject matters. The book is useful also as rich case studies and project proposals for postgraduate courses in those specializations.

Predictive Models for Decision Support in the COVID-19 Crisis

Joao Alexandre Lobo Marques,Francisco Nauber Bernardo Gois,José Xavier-Neto,Simon James Fong
Predictive Models for Decision Support in the COVID 19 Crisis Book PDF

Author : Joao Alexandre Lobo Marques,Francisco Nauber Bernardo Gois,José Xavier-Neto,Simon James Fong
Publisher : Springer Nature
Page : 103 pages
File Size : 55,5 Mb
Release : 2020-11-30
Category : Technology & Engineering
ISBN : 9783030619138

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Predictive Models for Decision Support in the COVID-19 Crisis by Joao Alexandre Lobo Marques,Francisco Nauber Bernardo Gois,José Xavier-Neto,Simon James Fong Pdf

COVID-19 has hit the world unprepared, as the deadliest pandemic of the century. Governments and authorities, as leaders and decision makers fighting the virus, enormously tap into the power of artificial intelligence and its predictive models for urgent decision support. This book showcases a collection of important predictive models that used during the pandemic, and discusses and compares their efficacy and limitations. Readers from both healthcare industries and academia can gain unique insights on how predictive models were designed and applied on epidemic data. Taking COVID19 as a case study and showcasing the lessons learnt, this book will enable readers to be better prepared in the event of virus epidemics or pandemics in the future.

Predictive Models for Decision Support in the COVID-19 Crisis

Joao Alexandre Lobo Marques,Francisco Nauber Bernardo Gois,José Xavier-Neto,Simon James Fong
Predictive Models for Decision Support in the COVID 19 Crisis Book PDF

Author : Joao Alexandre Lobo Marques,Francisco Nauber Bernardo Gois,José Xavier-Neto,Simon James Fong
Publisher : Springer
Page : 98 pages
File Size : 40,8 Mb
Release : 2020-12-01
Category : Technology & Engineering
ISBN : 3030619125

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Predictive Models for Decision Support in the COVID-19 Crisis by Joao Alexandre Lobo Marques,Francisco Nauber Bernardo Gois,José Xavier-Neto,Simon James Fong Pdf

COVID-19 has hit the world unprepared, as the deadliest pandemic of the century. Governments and authorities, as leaders and decision makers fighting the virus, enormously tap into the power of artificial intelligence and its predictive models for urgent decision support. This book showcases a collection of important predictive models that used during the pandemic, and discusses and compares their efficacy and limitations. Readers from both healthcare industries and academia can gain unique insights on how predictive models were designed and applied on epidemic data. Taking COVID19 as a case study and showcasing the lessons learnt, this book will enable readers to be better prepared in the event of virus epidemics or pandemics in the future.

Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry

Chkoniya, Valentina
Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry Book PDF

Author : Chkoniya, Valentina
Publisher : IGI Global
Page : 653 pages
File Size : 47,6 Mb
Release : 2021-06-25
Category : Computers
ISBN : 9781799869863

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Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry by Chkoniya, Valentina Pdf

The contemporary world lives on the data produced at an unprecedented speed through social networks and the internet of things (IoT). Data has been called the new global currency, and its rise is transforming entire industries, providing a wealth of opportunities. Applied data science research is necessary to derive useful information from big data for the effective and efficient utilization to solve real-world problems. A broad analytical set allied with strong business logic is fundamental in today’s corporations. Organizations work to obtain competitive advantage by analyzing the data produced within and outside their organizational limits to support their decision-making processes. This book aims to provide an overview of the concepts, tools, and techniques behind the fields of data science and artificial intelligence (AI) applied to business and industries. The Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry discusses all stages of data science to AI and their application to real problems across industries—from science and engineering to academia and commerce. This book brings together practice and science to build successful data solutions, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance by making sense of data from both web and offline environments. Covering topics including applied AI, consumer behavior analytics, and machine learning, this text is essential for data scientists, IT specialists, managers, executives, software and computer engineers, researchers, practitioners, academicians, and students.

The New Normal

H Chaturvedi,Ajoy Kumar Dey
The New Normal Book PDF

Author : H Chaturvedi,Ajoy Kumar Dey
Publisher : Bloomsbury Publishing
Page : 436 pages
File Size : 53,6 Mb
Release : 2021-03-15
Category : Business & Economics
ISBN : 9789354351204

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The New Normal by H Chaturvedi,Ajoy Kumar Dey Pdf

Each article in the book demystifies the multidimensional impact that the pandemic has had on the professional and personal spheres of the human lives. The authors who have shared their knowledge and research hail from Austria, Bangladesh, France, India, Indonesia, Malaysia and USA. Further, the fact that the authors include University Vice Chancellors, Directors, and Distinguished Professors, suggests that the insights provided in the articles are unparalleled, diverse, boundaryless and unique. The 23 articles in this book are divided in 5 sections namely Families Disconnecting or Reconnecting, Disrupted Lives During Pandemic, Reflecting on Professional Life, Revisiting Organizational Culture and Well-being, and Business and Academia Surviving the Crisis.

Scientific Models and Decision Making

Eric Winsberg,Stephanie Harvard
Scientific Models and Decision Making Book PDF

Author : Eric Winsberg,Stephanie Harvard
Publisher : Unknown
Page : 81 pages
File Size : 53,6 Mb
Release : 2024-02-08
Category : Mathematics
ISBN : 9781009468213

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Scientific Models and Decision Making by Eric Winsberg,Stephanie Harvard Pdf

This Element introduces the philosophical literature on models, focusing on normative considerations relevant to models for decisionmaking.

Data Science for COVID-19 Volume 1

Utku Kose,Deepak Gupta,Victor Hugo Costa de Albuquerque,Ashish Khanna
Data Science for COVID 19 Volume 1 Book PDF

Author : Utku Kose,Deepak Gupta,Victor Hugo Costa de Albuquerque,Ashish Khanna
Publisher : Academic Press
Page : 754 pages
File Size : 41,5 Mb
Release : 2021-05-20
Category : Science
ISBN : 9780128245378

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Data Science for COVID-19 Volume 1 by Utku Kose,Deepak Gupta,Victor Hugo Costa de Albuquerque,Ashish Khanna Pdf

Data Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and elimination of COVID-19. Sections provide an introduction to data science for COVID-19 research, considering past and future pandemics, as well as related Coronavirus variations. Other chapters cover a wide range of Data Science applications concerning COVID-19 research, including Image Analysis and Data Processing, Geoprocessing and tracking, Predictive Systems, Design Cognition, mobile technology, and telemedicine solutions. The book then covers Artificial Intelligence-based solutions, innovative treatment methods, and public safety. Finally, readers will learn about applications of Big Data and new data models for mitigation. Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and treatment of the COVID-19 virus Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including both positive and negative research findings Provides insights into innovative data-oriented modeling and predictive techniques from COVID-19 researchers Includes real-world feedback and user experiences from physicians and medical staff from around the world on the effectiveness of applied Data Science solutions

The Science and Politics of Covid-19

Michel Claessens
The Science and Politics of Covid 19 Book PDF

Author : Michel Claessens
Publisher : Springer Nature
Page : 216 pages
File Size : 45,6 Mb
Release : 2021-06-28
Category : Medical
ISBN : 9783030778644

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The Science and Politics of Covid-19 by Michel Claessens Pdf

This book is a fresh and readable account of the Covid-19 pandemic and how scientists and medical doctors are helping governments to manage the crisis. The book contains interviews and exchanges with dozens of scientists, doctors, experts, government representatives, and journalists. Why do some of the most scientifically advanced countries have the highest Covid-19 mortality? During the pandemic, the research community has been at the heart of—and actor in—a global scandal. Why has science failed? With the help of numerous testimonies from China, France, the UK and the USA in particular, the book provides an insider’s view on this major crisis. Although the governments of these countries based their Covid-19 strategy on science, scientists failed to have a decisive influence on decision-makers—except in China—, which created genuine “time bombs.” The accelerated development of vaccines does not erase past months’ errors. The crisis led to the development of “science politics” at an unprecedented rate. More worryingly, experts themselves acknowledge that they did not rise to the challenge. Covid-19 also highlighted the weakness of democratic regimes and the power of technocapitalism. Countries pulled down their blinds, locked their doors, and promoted national approaches rather than international cooperation. The author proposes to set up an international framework on health risk to co-construct decision-making. He advocates political distancing in order to put the basics first: develop science, fight ignorance.

Strategic Management, Decision Theory, and Decision Science

Bikas Kumar Sinha,Srijib Bhusan Bagchi
Strategic Management Decision Theory and Decision Science Book PDF

Author : Bikas Kumar Sinha,Srijib Bhusan Bagchi
Publisher : Springer Nature
Page : 280 pages
File Size : 54,9 Mb
Release : 2021-08-31
Category : Business & Economics
ISBN : 9789811613685

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Strategic Management, Decision Theory, and Decision Science by Bikas Kumar Sinha,Srijib Bhusan Bagchi Pdf

This book contains international perspectives that unifies the themes of strategic management, decision theory, and data science. It contains thought-provoking presentations of case studies backed by adequate analysis adding significance to the discussions. Most of the decision-making models in use do take due advantage of collection and processing of relevant data using appropriate analytics oriented to provide inputs into effective decision-making. The book showcases applications in diverse fields including banking and insurance, portfolio management, inventory analysis, performance assessment of comparable economic agents, managing utilities in a health-care facility, reducing traffic snarls on highways, monitoring achievement of some of the sustainable development goals in a country or state, and similar other areas that showcase policy implications. It holds immense value for researchers as well as professionals responsible for organizational decisions.

Optimization and Decision Science

Raffaele Cerulli,Mauro Dell'Amico,Francesca Guerriero,Dario Pacciarelli,Antonio Sforza
Optimization and Decision Science Book PDF

Author : Raffaele Cerulli,Mauro Dell'Amico,Francesca Guerriero,Dario Pacciarelli,Antonio Sforza
Publisher : Springer Nature
Page : 249 pages
File Size : 54,7 Mb
Release : 2022-01-03
Category : Computers
ISBN : 9783030868413

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Optimization and Decision Science by Raffaele Cerulli,Mauro Dell'Amico,Francesca Guerriero,Dario Pacciarelli,Antonio Sforza Pdf

This book collects selected contributions from the international conference “Optimization and Decision Science” (ODS2020), which was held online on November 19, 2020, and organized by AIRO, the Italian Operations Research Society. The book offers new and original contributions on optimization, decisions science and prescriptive analytics from both a methodological and applied perspective, using models and methods based on continuous and discrete optimization, graph theory and network optimization, analytics, multiple criteria decision making, heuristics, metaheuristics, and exact methods. In addition to more theoretical contributions, the book chapters describe models and methods for addressing a wide diversity of real-world applications, spanning health, transportation, logistics, public sector, manufacturing, and emergency management. Although the book is aimed primarily at researchers and PhD students in the Operations Research community, the interdisciplinary content makes it interesting for practitioners facing complex decision-making problems in the afore-mentioned areas, as well as for scholars and researchers from other disciplines, including artificial intelligence, computer sciences, economics, mathematics, and engineering.

The New Normal

H Chaturvedi,Ajoy Kumar Dey
The New Normal Book PDF

Author : H Chaturvedi,Ajoy Kumar Dey
Publisher : Bloomsbury Publishing
Page : 567 pages
File Size : 41,6 Mb
Release : 2021-03-10
Category : Business & Economics
ISBN : 9789354350450

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The New Normal by H Chaturvedi,Ajoy Kumar Dey Pdf

When the COVID-19 pandemic hit, the world was caught unprepared. We had faced several disruptions including pandemic but not at this level. It brought everything to a grinding halt as nationwide lockdowns were imposed to stop the spread of infection. Businesses struggled, and then rose to the occasion to manage their work by redefining their business structure, work culture and strategies. This book has a collection of articles that are not just opinions and projections about future but phenomenon-based articles explored through theoretical lens and are not just limited to business and economy but ecological changes as well. The authors who have shared their knowledge and research hail from Bangladesh, New Zealand, Pakistan, Sri Lanka, UK, USA and Vietnam beside India. The diverse background of authors that include University Vice Chancellors, Directors, Distinguished Professors, and Senior Executives from the industry brings their unique perspective and insights in the articles. The 27 articles in this book are divided in 5 sections namely Higher Education Rebuilding Itself, Surviving the Crisis, Evolving Business Models and Organizational Strategies, Way Forward for the Economy, Impact on the Ecosystem and Society. Each article demystifies the multidimensional impact that the pandemic has had on the professional and personal spheres of the human lives. We hope that it will serve as true companion of a researcher.

Novel AI and Data Science Advancements for Sustainability in the Era of COVID-19

Victor Chang,Mohamed Abdel-Basset,Muthu Ramachandran,Nicolas Green,Gary Wills
Novel AI and Data Science Advancements for Sustainability in the Era of COVID 19 Book PDF

Author : Victor Chang,Mohamed Abdel-Basset,Muthu Ramachandran,Nicolas Green,Gary Wills
Publisher : Academic Press
Page : 294 pages
File Size : 51,7 Mb
Release : 2022-04-05
Category : Medical
ISBN : 9780323903783

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Novel AI and Data Science Advancements for Sustainability in the Era of COVID-19 by Victor Chang,Mohamed Abdel-Basset,Muthu Ramachandran,Nicolas Green,Gary Wills Pdf

Novel AI and Data Science Advancements for Sustainability in the Era of COVID-19 discusses how the role of recent technologies applied to health settings can help fight virus outbreaks. Moreover, it provides guidelines on how governments and institutions should prepare and quickly respond to drastic situations using technology to support their communities in order to maintain life and functional as efficiently as possible. The book discusses topics such as AI-driven histopathology analysis for COVID-19 diagnosis, bioinformatics for subtype rational drug design, deep learning-based treatment evaluation and outcome prediction, sensor informatics for monitoring infected patients, and machine learning for tracking and prediction models. In addition, the book presents AI solutions for hospital management during an epidemic or pandemic, along with real-world solutions and case studies of successful measures to support different types of communities. This is a valuable source for medical informaticians, bioinformaticians, clinicians and other healthcare workers and researchers who are interested in learning more on how recently developed technologies can help us fight and minimize the effects of global pandemics. Discusses AI advancements in predictive and decision modeling and how to design mobile apps to track contagion spread Presents the smart contract concept in blockchain and cryptography technology to guarantee security and privacy of people’s data once their information has been used to fight the pandemic Encompasses guidelines for emergency preparedness, planning, recovery and continuity management of communities to support people in emergencies like a virus outbreak

Precautionary Reasoning in Environmental and Public Health Policy

David B. Resnik
Precautionary Reasoning in Environmental and Public Health Policy Book PDF

Author : David B. Resnik
Publisher : Springer Nature
Page : 349 pages
File Size : 40,5 Mb
Release : 2021-03-27
Category : Philosophy
ISBN : 9783030707910

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Precautionary Reasoning in Environmental and Public Health Policy by David B. Resnik Pdf

This book fills a gap in the literature on the Precautionary Principle by placing the principle within the wider context of precautionary reasoning and uses philosophical arguments and case studies to demonstrate when it does—and does not—apply. The book invites the reader to take a step back from the controversy surrounding the Precautionary Principle and consider the overarching rationales for responding to threats to the environment or public health. It provides practical guidance and probing insight for the intended audience, including scholars, students, journalists, and policymakers.