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Challenges in Machine Generation of Analytic Products from Multi-Source Data - Intelligence Community Studies Board - Bog - National Academies Press -

Challenges in Machine Generation of Analytic Products from Multi-Source Data - Intelligence Community Studies Board - Bog - National Academies Press -

The Intelligence Community Studies Board of the National Academies of Sciences, Engineering, and Medicine convened a workshop on August 9-10, 2017 to examine challenges in machine generation of analytic products from multi-source data. Workshop speakers and participants discussed research challenges related to machine-based methods for generating analytic products and for automating the evaluation of these products, with special attention to learning from small data, using multi-source data, adversarial learning, and understanding the human-machine relationship. This publication summarizes the presentations and discussions from the workshop. Table of ContentsFront Matter1 Introduction2 Session 1: Plenary3 Session 2: Machine Learning from Image, Video, and Map Data4 Session 3: Machine Learning from Natural Languages5 Session 4: Learning from Multi-Source Data6 Session 5: Learning from Noisy, Adversarial Inputs7 Session 6: Learning from Social Media8 Session 7: Humans and Machines Working Together with Big Data9 Session 8: Use of Machine Learning for Privacy Ethics10 Session 9: Evaluation of Machine-Generated Products11 Session 10: Capability Technology MatrixAppendixesAppendix A: Biographical Sketches of Workshop Planning CommitteeAppendix B: Workshop AgendaAppendix C: Workshop Statement of TaskAppendix D: Capability Technology TablesAppendix E: Acronyms

DKK 344.00
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Planning the Future Space Weather Operations and Research Infrastructure - Committee For The Space Weather Operations And Research Infrastructure

Planning the Future Space Weather Operations and Research Infrastructure - Committee For The Space Weather Operations And Research Infrastructure

In response to a request from the National Oceanic and Atmospheric Administration - and with the support of the National Aeronautics and Space Administration and the National Science Foundation - the National Academies of Sciences, Engineering, and Medicine conducted a two-part virtual workshop, "Space Weather Operations and Research Infrastructure," on June 16-17 and September 9-11, 2020. The overall goals of the workshop were to review present space weather monitoring and forecasting capabilities, to consider future observational infrastructure and research needs, and to consider options toward the further development of an effective, resilient, and achievable national space weather program. This publication summarizes the presentation and discussion of the workshop. Table of ContentsFront MatterSummary1 Introduction and Workshop Background2 National Priorities and the Development of a National Strategy for Space Weather3 U.S. Department and Agencies Roles and Current and Planned Capabilities4 Complementary and Collaborative International Activities5 Space Weather User Community Needs6 Strategic Knowledge and Observation Gaps7 Other Infrastructure Issues8 Closing ObservationsAppendixesAppendix A: Statement of TaskAppendix B: Poster Session at the November 9-11, 2020, WorkshopAppendix C: Workshop AgendasAppendix D: Acronyms and AbbreviationsAppendix E: Biographies of Committee Members and Staff

DKK 318.00
1

Allied Health Workforce and Services - Institute Of Medicine - Bog - National Academies Press - Plusbog.dk

Discouraging Terrorism - Center For Social And Economic Studies - Bog - National Academies Press - Plusbog.dk

Sex Differences and Implications for Translational Neuroscience Research - Forum On Neuroscience And Nervous System Disorders - Bog - National

Information Sharing and Collaboration - Institute Of Medicine - Bog - National Academies Press - Plusbog.dk

Summary of the Workshop to Identify Gaps and Possible Directions for NASA's Meteoroid and Orbital Debris Programs - National Research Council - Bog -

A Roadmap for Disclosure Avoidance in the Survey of Income and Program Participation - Division Of Behavioral And Social Sciences And Education - Bog

A Roadmap for Disclosure Avoidance in the Survey of Income and Program Participation - Division Of Behavioral And Social Sciences And Education - Bog

The Survey of Income and Program Participation (SIPP) is one of the U.S. Census Bureau's major surveys with features making it a uniquely valuable resource for researchers and policy analysts. However, the Census Bureau faces the challenge of protecting the confidentiality of survey respondents which has become increasingly difficult because numerous databases exist with personal identifying information that collectively contain data on household finances, home values, purchasing behavior, and other SIPP-relevant characteristics. A Roadmap for Disclosure Avoidance in the Survey of Income and Program Participation addresses these issues and how to make data from SIPP available to researchers and policymakers while protecting the confidentiality of survey respondents. The report considers factors such as evolving privacy risks, development of new methods for protecting privacy, the nature of the data collected through SIPP, the practice of linking SIPP data with administrative data, the types of data products produced, and the desire to provide timely access to SIPP data. The report seeks to balance minimizing the risk of disclosure against allowing researchers and policymakers to have timely access to data that support valid inferences. Table of ContentsFront MatterSummary1 Introduction2 Overview: Survey of Income and Program Participation (SIPP) and Its Uses3 Measuring of Disclosure Risk and Ways of Assessing It4 Overview of Disclosure Limitation Approaches5 Disclosure Limitation Approaches: Secure Online Data Access (SODA)6 Disclosure Limitation Approaches: Synthetic Data7 Disclosure Limitation Approaches: Flexible Table Generator and Remote Analysis Platforms8 Disclosure Limitation Approaches: Geography Variables9 Maintaining Usability While Preserving Confidentiality: Potential Strategies10 Conclusions and RecommendationsReferencesAppendix A: Technical Details on Measuring Disclosure RiskAppendix B: Inferences Based on Multiple Synthetic DataAppendix C: Technical Details for Differential Privacy Table BuilderAppendix D: Technical Details for Geography VariablesAppendix E: Data Collection ReportAppendix F: Sources Used for Figures 9-1 and 9-2Appendix G: Biographical Sketches of the PanelCommittee on National Statistics

DKK 312.00
1

Oceanography in 2025 - Committee On Oceanography In 2025: A Workshop - Bog - National Academies Press - Plusbog.dk

Managing Food Safety Practices from Farm to Table - Food Forum - Bog - National Academies Press - Plusbog.dk

The Effects of Solar Variability on Earth's Climate - Committee On The Effects Of Solar Variability On Earth's Climate - Bog - National Academies

Priorities for GEOINT Research at the National Geospatial-Intelligence Agency - Mapping Science Committee - Bog - National Academies Press -

Current Status and Response to the Global Obesity Pandemic - Health And Medicine Division - Bog - National Academies Press - Plusbog.dk

Improving Intergroup Relations Among Youth - Forum On Adolescence - Bog - National Academies Press - Plusbog.dk

Combat Vehicle Weight Reduction by Materials Substitution - Defense Materials Manufacturing And Infrastructure Standing Committee - Bog - National

Combat Vehicle Weight Reduction by Materials Substitution - Defense Materials Manufacturing And Infrastructure Standing Committee - Bog - National

Vehicle weight reduction is an effective strategy for reducing fuel consumption in civilian vehicles. For combat vehicles, it presents not only an important opportunity to reduce fuel use and associated logistics, but also important advantages in transport and mobility on the battlefield. Although there have been numerous efforts in the past to reduce the overall weight of combat vehicles, combat vehicle weight has continued to increase over time due to new threats and missions. On December 8 and 9, 2014, the National Academies of Sciences, Engineering, and Medicine held a workshop to explore opportunities in lightweight materials for armored vehicles. This was the ninth workshop in an ongoing series for the U.S. military on materials and manufacturing issues. The workshop discussed future advances in weight reduction by materials substitution for vehicles, including such topics as armor, structure, automotive parts, and armaments. This publication summarizes the presentations and discussions from the workshop. Table of ContentsFront MatterIntroductionPlenary Session: Combat Vehicle Weight Reduction - The U.S. Army Research ChallengeTopic 1: ArmorTopic 2: Structure and Automotive IssuesPanel Session: Implications for Armor/Structure and Automotive IssuesTopic 3: System Effects and TestingConcluding RemarksAppendixesAppendix A: Statement of TaskAppendix B: Workshop ParticipantsAppendix C: Workshop AgendaAppendix D: Acronyms

DKK 422.00
1

Fostering Visions for the Future - Aeronautics And Space Engineering Board - Bog - National Academies Press - Plusbog.dk

Relationships Among the Brain, the Digestive System, and Eating Behavior - Food And Nutrition Board - Bog - National Academies Press - Plusbog.dk

Relationships Among the Brain, the Digestive System, and Eating Behavior - Food And Nutrition Board - Bog - National Academies Press - Plusbog.dk

On July 9-10, 2014, the Institute of Medicine's Food Forum hosted a public workshop to explore emerging and rapidly developing research on relationships among the brain, the digestive system, and eating behavior. Drawing on expertise from the fields of nutrition and food science, animal and human physiology and behavior, and psychology and psychiatry as well as related fields, the purpose of the workshop was to (1) review current knowledge on the relationship between the brain and eating behavior, explore the interaction between the brain and the digestive system, and consider what is known about the brain's role in eating patterns and consumer choice; (2) evaluate current methods used to determine the impact of food on brain activity and eating behavior; and (3) identify gaps in knowledge and articulate a theoretical framework for future research. Relationships among the Brain, the Digestive System, and Eating Behavior summarizes the presentations and discussion of the workshop. Table of ContentsFront Matter1 Introduction2 Interaction Between the Brain and the Digestive System3 Assessing the Science Behind Methodologies Being Used to Characterize Food as Addictive4 Future Directions: Is the Addiction Model for Drugs and Alcohol Appropriate for Food?5 Integrating the EvidenceReferencesAppendix A: Abbreviations and AcronymsAppendix B: Workshop AgendaAppendix C: Speaker Biographical Sketches

DKK 292.00
1

The Use of Telehealth for Disability Evaluations in Medicine and Allied Health - Health And Medicine Division - Bog - National Academies Press -

The Use of Telehealth for Disability Evaluations in Medicine and Allied Health - Health And Medicine Division - Bog - National Academies Press -

Over the past few years the common use of telehealth technology has been rapidly expanding. While remote models of care have been successfully used in rural communities for decades, the adoption of telehealth rapidly expanded during the COVID-19 pandemic, narrowing some gaps in care access and equity while exacerbating health care inequities in other ways. At the request of the Social Security Administration, the National Academies hosted a workshop on March 9 and 10, 2022 to examine the use of telehealth for patient evaluation. The workshop explored the evolution of telehealth and commonly used terminology, the impact of inequities in digital access, privacy and cybersecurity concerns, its use in a variety of allied health and medical specialties for patient evaluation, and interstate licensure related to providing telehealth care. This publication provides a high-level summary of the presentations and discussions from the workshop. Table of ContentsFront Matter1 Introduction2 Telehealth Overview3 Telehealth and the COVID-19 Public Health Emergency4 The Use of Telehealth for Evaluations by Clinical Specialties5 Telehealth Access6 The Experiences of Other Health Care Systems7 Licensure, Privacy, and Security8 ReflectionsAppendix A: ReferencesAppendix B: Statement of TaskAppendix C: Workshop AgendaAppendix D: Planning Committee and Speaker BiographiesAppendix E: Acronyms and Abbreviations

DKK 195.00
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Applications of an Analytic Framework on Using Public Opinion Data for Solving Intelligence Problems - Division Of Behavioral And Social Sciences And

Applications of an Analytic Framework on Using Public Opinion Data for Solving Intelligence Problems - Division Of Behavioral And Social Sciences And

Measuring and analyzing public opinion comes with tremendous challenges, as evidenced by recent struggles to predict election outcomes and to anticipate mass mobilizations. The National Academies of Sciences, Engineering, and Medicine publication Measurement and Analysis of Public Opinion: An Analytic Framework presents in-depth information from experts on how to collect and glean insights from public opinion data, particularly in conditions where contextual issues call for applying caveats to those data. The Analytic Framework is designed specifically to help intelligence community analysts apply insights from the social and behavioral sciences on state-of-the-art approaches to analyze public attitudes in non- Western populations. Sponsored by the intelligence community, the National Academies' Board on Behavioral, Cognitive, and Sensory Sciences hosted a 2-day hybrid workshop on March 8-9, 2022, to present the Analytic Framework and to demonstrate its application across a series of hypothetical scenarios that might arise for an intelligence analyst tasked with summarizing public attitudes to inform a policy decision. Workshop participants explored cutting-edge methods for using large-scale data as well as cultural and ethical considerations for the collection and use of public opinion data. This publication summarizes the presentations and discussions of the workshop. Table of ContentsFront MatterIntroduction1 Public Opinion Data and the Analytic Framework2 Hypothetical Applications of the Analytic Framework3 Lessons Learned and Future PathwaysReferencesAppendix A: Workshop AgendaAppendix B: Biographical Information for Workshop Participants

DKK 195.00
1

Examining Challenges and Possible Strategies to Strengthen U.S. Health Security - Health And Medicine Division - Bog - National Academies Press -

Examining Challenges and Possible Strategies to Strengthen U.S. Health Security - Health And Medicine Division - Bog - National Academies Press -

As the United States continues to adapt to a more digital, mobile, and interconnected world, health care and public health professionals have sought to better prepare for and respond to long-standing and emerging threats to the nation's health security. Health security is the collective effort to prevent, protect against, mitigate, respond to, and recover from the health consequences of natural, man-made, and technological disasters. Although substantial progress has been made in the past 15 years toward improving health care and public health systems and capacities for health security threats, many complex challenges persist, and often the nation's preparedness efforts are not sufficient. On March 8-9, 2017, the National Academies of Sciences, Engineering, and Medicine's Forum on Medical and Public Health Preparedness for Disasters and Emergencies hosted a two-day public workshop to acknowledge these persistent issues; to evaluate past, and perhaps inadequate, approaches to addressing them; and to discuss intentional and innovative new solutions. This publication summarizes the presentations and discussions from the workshop. Table of ContentsFront Matter1 Introduction2 A Brief Overview of Health Security Threats and Programs3 Proposed Priorities and Persistent Challenges Related to Health Security4 Underlying Issues in Health Security5 Potential Strategies for Strengthening the Nation's Health Security6 Future OpportunitiesReferencesAppendix A: Workshop AgendaAppendix B: Statement of TaskAppendix C: Biographical Sketches of Workshop Speakers and Moderators

DKK 396.00
1

Review of the Draft Second State of the Carbon Cycle Report (SOCCR2) - Committee To Review The Draft Second State Of The Carbon Cycle Report - Bog -

Review of the Draft Second State of the Carbon Cycle Report (SOCCR2) - Committee To Review The Draft Second State Of The Carbon Cycle Report - Bog -

The second "State of the Climate Cycle Report" (SOCCR2) aims to elucidate the fundamental physical, chemical, and biological aspects of the carbon cycle and to discuss the challenges of accounting for all major carbon stocks and flows for the North American continent. This assessment report has broad value, as understanding the carbon cycle is not just an academic exercise. Rather, this understanding can provide an important foundation for making a wide variety of societal decisions about land use and natural resource management, climate change mitigation strategies, urban planning, and energy production and consumption. To help assure the quality and rigor of SOCCR2, this report provides an independent critique of the draft document. Table of ContentsFront MatterSummaryIntroductionReport Overview AnalysisComments on the Executive SummaryChapter 1: Overview of the Global Carbon CycleChapter 2: The North American Carbon Budget: Past, Present, and FutureChapter 3: Energy SystemsChapter 4: UrbanChapter 5: AgricultureChapter 6: Social Science Perspectives on CarbonChapter 7: Tribal LandsChapter 8: Observations of Atmospheric CO2 and CH4Chapter 9: ForestsChapter 10: GrasslandsChapter 11: Arctic and Boreal CarbonChapter 12: SoilsChapter 13: Terrestrial WetlandsChapter 14: Inland WatersChapter 15: Tidal Wetlands and EstuariesChapter 16: Coastal Oceans and Continental ShelvesChapter 17: Consequences of Rising Atmospheric CO2Chapter 18: Carbon Cycle Science in the Support of Decision-makingChapter 19: Future of the North American Carbon CycleReferencesAppendix: Committee Biosketches

DKK 442.00
1

Gulf War and Health - Committee On Gulf War And Health - Bog - National Academies Press - Plusbog.dk

Tracking Radiation Exposure from Medical Diagnostic Procedures - Nuclear And Radiation Studies Board - Bog - National Academies Press - Plusbog.dk

Tracking Radiation Exposure from Medical Diagnostic Procedures - Nuclear And Radiation Studies Board - Bog - National Academies Press - Plusbog.dk

The growing use of medical diagnostic procedures is correlated with tremendous and undeniable benefits in the care of most patients. However, it is accompanied by growing concerns about the risks associated with diagnostic computed tomography and other procedures that utilize ionizing radiation. A number of initiatives in radiation safety in medicine have taken place in the United States and internationally, each serving different purposes. Their ultimate goals are to provide higher quality clinical management of the patient and to ensure that reasonable steps are taken to keep the exposures as low as possible without compromising diagnostic efficacy. Tracking Radiation Exposure from Medical Diagnostic Procedures: Workshop Reports provides a summary of the presentations and discussions that took place during the December 8-9, 2011, workshop titled "Tracking Radiation Exposure from Medical Diagnostic Procedures." This workshop was organized by the Nuclear and Radiation Studies Board of the National Academy of Sciences and sponsored by the Centers for Disease Control and Prevention, the U.S. Food and Drug Administration, and the U.S. Department of Health and Human Services. This workshop report was authored by a six-member committee of experts appointed by the National Academy of Sciences. This committee brought together public health regulators, physicians, manufacturers, researchers, and patients to explore "why," "what," and "how" to track exposure from medical diagnostic procedures and possible next steps.

DKK 247.00
1

Roundtable on Data Science Postsecondary Education - Computer Science And Telecommunications Board - Bog - National Academies Press - Plusbog.dk

Roundtable on Data Science Postsecondary Education - Computer Science And Telecommunications Board - Bog - National Academies Press - Plusbog.dk

Established in December 2016, the National Academies of Sciences, Engineering, and Medicine's Roundtable on Data Science Postsecondary Education was charged with identifying the challenges of and highlighting best practices in postsecondary data science education. Convening quarterly for 3 years, representatives from academia, industry, and government gathered with other experts from across the nation to discuss various topics under this charge. The meetings centered on four central themes: foundations of data science; data science across the postsecondary curriculum; data science across society; and ethics and data science. This publication highlights the presentations and discussions of each meeting. Table of ContentsFront Matter1 Introduction2 Meeting #1: The Foundations of Data Science from Statistics, Computer Science, Mathematics, and Engineering3 Meeting #2: Examining the Intersection of Domain Expertise and Data Science4 Meeting #3: Data Science Education in the Workplace5 Meeting #4: Alternative Mechanisms for Data Science Education6 Meeting #5: Integrating Ethical and Privacy Concerns into Data Science Education7 Meeting #6: Improving Reproducibility by Teaching Data Science as a Scientific Process8 Meeting #7: Programs and Approaches for Data Science Education at the Ph.D. Level9 Meeting #8: Challenges and Opportunities to Better Engage Women and Minorities in Data Science Education10 Meeting #9: Motivating Data Science Education Through Social Good11 Meeting #10: Improving Coordination Between Academia and Industry12 Meeting #11: Data Science Education at Two-Year CollegesReferencesAppendixesAppendix A: Biographical Sketches of Roundtable MembersAppendix B: Meeting Participants

DKK 370.00
1