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Author: Kevin Huggins
Publisher: CRC Press
ISBN: 0429818270
Category : Computers
Languages : en
Pages : 219
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Book Description
Military organizations around the world are normally huge producers and consumers of data. Accordingly, they stand to gain from the many benefits associated with data analytics. However, for leaders in defense organizations—either government or industry—accessible use cases are not always available. This book presents a diverse collection of cases that explore the realm of possibilities in military data analytics. These use cases explore such topics as: Context for maritime situation awareness Data analytics for electric power and energy applications Environmental data analytics in military operations Data analytics and training effectiveness evaluation Harnessing single board computers for military data analytics Analytics for military training in virtual reality environments A chapter on using single board computers explores their application in a variety of domains, including wireless sensor networks, unmanned vehicles, and cluster computing. The investigation into a process for extracting and codifying expert knowledge provides a practical and useful model for soldiers that can support diagnostics, decision making, analysis of alternatives, and myriad other analytical processes. Data analytics is seen as having a role in military learning, and a chapter in the book describes the ongoing work with the United States Army Research Laboratory to apply data analytics techniques to the design of courses, evaluation of individual and group performances, and the ability to tailor the learning experience to achieve optimal learning outcomes in a minimum amount of time. Another chapter discusses how virtual reality and analytics are transforming training of military personnel. Virtual reality and analytics are also transforming monitoring, decision making, readiness, and operations. Military Applications of Data Analytics brings together a collection of technical and application-oriented use cases. It enables decision makers and technologists to make connections between data analytics and such fields as virtual reality and cognitive science that are driving military organizations around the world forward.
Author: Kevin Huggins
Publisher: CRC Press
ISBN: 0429818270
Category : Computers
Languages : en
Pages : 219
Get Book Here
Book Description
Military organizations around the world are normally huge producers and consumers of data. Accordingly, they stand to gain from the many benefits associated with data analytics. However, for leaders in defense organizations—either government or industry—accessible use cases are not always available. This book presents a diverse collection of cases that explore the realm of possibilities in military data analytics. These use cases explore such topics as: Context for maritime situation awareness Data analytics for electric power and energy applications Environmental data analytics in military operations Data analytics and training effectiveness evaluation Harnessing single board computers for military data analytics Analytics for military training in virtual reality environments A chapter on using single board computers explores their application in a variety of domains, including wireless sensor networks, unmanned vehicles, and cluster computing. The investigation into a process for extracting and codifying expert knowledge provides a practical and useful model for soldiers that can support diagnostics, decision making, analysis of alternatives, and myriad other analytical processes. Data analytics is seen as having a role in military learning, and a chapter in the book describes the ongoing work with the United States Army Research Laboratory to apply data analytics techniques to the design of courses, evaluation of individual and group performances, and the ability to tailor the learning experience to achieve optimal learning outcomes in a minimum amount of time. Another chapter discusses how virtual reality and analytics are transforming training of military personnel. Virtual reality and analytics are also transforming monitoring, decision making, readiness, and operations. Military Applications of Data Analytics brings together a collection of technical and application-oriented use cases. It enables decision makers and technologists to make connections between data analytics and such fields as virtual reality and cognitive science that are driving military organizations around the world forward.
Author: Kevin Huggins
Publisher: CRC Press
ISBN: 0429818262
Category : Mathematics
Languages : en
Pages : 231
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Book Description
Military organizations around the world are normally huge producers and consumers of data. Accordingly, they stand to gain from the many benefits associated with data analytics. However, for leaders in defense organizations—either government or industry—accessible use cases are not always available. This book presents a diverse collection of cases that explore the realm of possibilities in military data analytics. These use cases explore such topics as: Context for maritime situation awareness Data analytics for electric power and energy applications Environmental data analytics in military operations Data analytics and training effectiveness evaluation Harnessing single board computers for military data analytics Analytics for military training in virtual reality environments A chapter on using single board computers explores their application in a variety of domains, including wireless sensor networks, unmanned vehicles, and cluster computing. The investigation into a process for extracting and codifying expert knowledge provides a practical and useful model for soldiers that can support diagnostics, decision making, analysis of alternatives, and myriad other analytical processes. Data analytics is seen as having a role in military learning, and a chapter in the book describes the ongoing work with the United States Army Research Laboratory to apply data analytics techniques to the design of courses, evaluation of individual and group performances, and the ability to tailor the learning experience to achieve optimal learning outcomes in a minimum amount of time. Another chapter discusses how virtual reality and analytics are transforming training of military personnel. Virtual reality and analytics are also transforming monitoring, decision making, readiness, and operations. Military Applications of Data Analytics brings together a collection of technical and application-oriented use cases. It enables decision makers and technologists to make connections between data analytics and such fields as virtual reality and cognitive science that are driving military organizations around the world forward.
Author: Nelson Lim
Publisher:
ISBN: 9781977403421
Category : Business & Economics
Languages : en
Pages : 0
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Book Description
The authors identified current, desired, and prospective data-enabled practices that the U.S. Department of Defense and the services might be able to deploy in their outreach and recruiting processes.
Author: Anders McD Sookermany
Publisher: Springer
ISBN: 9783030272784
Category : Political Science
Languages : en
Pages : 0
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Book Description
This open access handbook is a major reference work in the field of Military Sciences. Its main purpose is to inform and enlighten those dealing with the military on the role and contributions of science in describing, understanding and explaining military life, knowledge and doings. The handbook provides a comprehensive thematic introduction to various sub-fields of Military Sciences. The handbook serves a broad audience in various capacities; academics studying the military and the broader defense and security sector, students at military and civilian schools preparing for service in the military, the government or other occupations with linkage to the military, professionals in the armed forces, decision makers in government, contractors who work alongside the military, NGOs whose work is influenced by military operations, journalists who write on matters concerning the sphere of the military or others with a particular interest towards the military as a phenomenon, organization or system of various kinds. About the Section EditorsLt. Col. Dr. Anders McD Sookermany, Norwegian Defence University College, Oslo, Norway (Section: Philosophy of Military Sciences)Lt. Col. Dr. Harald Høiback, Norwegian Armed Forces Museums, Oslo, Norway (Section: Military Operations) Dr. Niels Bo Poulsen, Royal Danish Defence College, Copenhagen, Denmark (Section: Military History)Prof. Dr. Patricia M. Shields, Texas State University, San Marcos, USA (Section: Military and Society)Dr. Carsten F. Rønnfeldt, Norwegian Defence University College, Oslo, Norway (Section: International Relations and the Military)Associate Professor David Last, Royal Military College of Canada, Canada (Section: Military Profession)Dr. Irina Goldenberg, Canadian Department of National Defence, Nepean, Canada (Section: Military Behavioural Sciences)Dr. Michael Holenweger, Military Academy at ETH Zurich, Zurich, Switzerland (Section: Military Leadership)Prof. Dr. Martin Elbe, Zentrum für Militärgeschichte und Sozialwissenschaften der Bundeswehr, Potsdam, Germany (Section: Military Leadership)Franz Kernic, MILAC at ETH Zurich, Zurich, Switzerland (Section: Military Leadership)Joseph Soeters, Tilburg University, Tilburg, The Netherlands (Section: Military Management, Economics and Logistics)Prof Margaret Kosal, Georgia Institute of Technology, Atlanta, USA (Section: Military Technology)Dr. Ben Zweibelson, Joint Special Operations University, Tampa, USA (Section: Military Design)Ms. Aubrey Poe (Section: Military Design)
Author: Gilberto Rivera
Publisher: Springer Nature
ISBN: 3031697693
Category :
Languages : en
Pages : 560
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Book Description
Author: Mohiuddin Ahmed
Publisher: CRC Press
ISBN: 0429820917
Category : Computers
Languages : en
Pages : 451
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Book Description
Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give rise to new research challenges. In this context, the book provides a broad picture on the concepts, techniques, applications, and open research directions in this area. In addition, it serves as a single source of reference for acquiring the knowledge on emerging Big Data Analytics technologies.
Author: Jay Liebowitz
Publisher: CRC Press
ISBN: 1000919692
Category : Political Science
Languages : en
Pages : 209
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Book Description
Affecting every sector and country in the world, digital technology is changing the way citizens engage in society, companies conduct business, and governments deliver public services. The COVID-19 pandemic accelerated the pace of digitalization and exposed such vulnerabilities as inadequate infrastructure, weak regulations, and a scarcity of skilled professionals capable of digitally transforming government. Not immune to the digital revolution, governments are slowly adapting to a digital world. Governments are implementing digital solutions to deliver services to their citizens, make payments, and engage the public. Focusing on how government can transition more effectively through digital transformation, Pivoting Government Through Digital Transformation covers the following key components: Setting the stage during the Great Resignation period Filling the digital talent pipeline Best practices and vignettes for applying digital transformation in government Looking ahead towards the future Key chapter contributors from U.S. and foreign governments, as well as state and local governments, discuss how they are coping with today’s environment and how they are using digital transformation efforts to enhance their organization’s effectiveness and digital talent pipeline. With chapters on theory and practice, this groundbreaking book offers an in-depth analysis of the most innovative approaches to e-government and discusses case studies from local, state, and federal government perspectives. This is an essential guide for government employees, scholars, and regular citizens who want to make government work more effectively and democratically in the digital age.
Author: Philip S. Antón
Publisher:
ISBN:
Category : Data mining
Languages : en
Pages : 125
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Book Description
"In the conference report accompanying the National Defense Authorization Act for Fiscal Year 2017, Congress expressed concern that the U.S. Department of Defense (DoD) "does not sufficiently incorporate data into its acquisition-related learning and decision-making" and asked six questions about "the use of data analysis, measurement, and other evaluation-related methods in DoD acquisition programs." In this report, the authors decompose and measure acquisition functions, data governance, and training to assess how data and associated analytics support DoD acquisition decision making. The authors found that the DoD is applying a breadth of data analytics to acquisition. Capabilities range from simple data archives and plotting to archives integrated with commercial analytic tools. The DoD has implemented an array of data governance and management practices, but major challenges remain, including a culture against data sharing and concerns about security and oversight burden. Some commercial breakthroughs in advanced analytics sound promising for DoD acquisition, but some might not be applicable; research is ongoing. Advancement should include developing a data analytics strategy across acquisition domains, expanding data governance and data sharing, and continuing to expand and mature data collection, access, and analytic layers. Also, mechanisms are needed to authorize and ensure protected access to data for both the DoD and external analysts. Improved incentives and understanding of data analytics could encourage decision makers to make better use of capabilities" -- Publisher's description.
Author: Aboul Ella Hassanien
Publisher: Springer Nature
ISBN: 303059338X
Category : Computers
Languages : en
Pages : 640
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Book Description
This book is intended to present the state of the art in research on machine learning and big data analytics. The accepted chapters covered many themes including artificial intelligence and data mining applications, machine learning and applications, deep learning technology for big data analytics, and modeling, simulation, and security with big data. It is a valuable resource for researchers in the area of big data analytics and its applications.
Author: Natalie M. Scala
Publisher: CRC Press
ISBN: 1040046991
Category : Business & Economics
Languages : en
Pages : 575
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Book Description
Tracing its roots back to World War II, operations research (OR) has become a vital tool in military and defense strategy. The second edition of the Handbook of Military and Defense Operations Research highlights this evolution, showcasing how OR integrates with cutting-edge areas like artificial intelligence, cybersecurity, and big data analytics. This volume is more than a historical account; it is a practical guide. The volume features expert voices and offers insights into OR applications in modern security challenges. Readers will discover a blend of theory and real-world case studies, making it an essential resource for both newcomers and seasoned defense analysis professionals. Dive into this handbook to explore the rich, dynamic field of military and defense operations research, a discipline at the heart of global security and strategic decision-making. New to the second edition: Reorganized into a three-part structure Extensive revisions throughout Numerous new exercises, examples, and case studies Several new chapters
