Machine Learning共10篇

Machine Learning-Enabled Recommendations for the Air Force Officer Assignment System

Machine Learning-Enabled Recommendations for the Air Force Officer Assignment System-问军
Research Questions How could the Air Force Talent Marketplace be updated to include machine learning–enhanced assignment recommendations for officers, position owners, and the car...
凌云的头像-问军凌云3月4日 17:54
269

Safe Use of Machine Learning for Air Force Human Resource Management

Safe Use of Machine Learning for Air Force Human Resource Management-问军
Research Questions How can HR managers choose the AI system design that best satisfies objectives while also meeting safety criteria?How should safety be defined for these systems?...
凌云的头像-问军凌云2月29日 17:31
5310

The Personnel Records Scoring System

The Personnel Records Scoring System-问军
Research Questions Is it possible for DAF analysts to develop simple models relating key text in officer records to past decisions? How could this be done?Can NLP approaches be use...
凌云的头像-问军凌云2月29日 06:19
4112

Machine Learning in Air Force Human Resource Management

Machine Learning in Air Force Human Resource Management-问军
Research Questions What ML techniques are applicable to HRM functions?What HRM objectives could ML systems satisfy?What criteria must ML systems meet to be considered technically f...
凌云的头像-问军凌云2月27日 23:32
5014

Leveraging Machine Learning to Improve Human Resource Management

Leveraging Machine Learning to Improve Human Resource Management-问军
Research Questions How can the DAF build and oversee a portfolio of research and development projects exploring the use of ML in HRM?How can the DAF effectively develop decision-su...
凌云的头像-问军凌云2月27日 14:04
3213

Predicting COVID-19 Outbreaks in Correctional Facilities Using Machine Learning

Predicting COVID-19 Outbreaks in Correctional Facilities Using Machine Learning-问军
IntroductionThe risk of infectious disease transmission, including COVID-19, is disproportionately high in correctional facilities due to close living conditions, relatively low le...
凌云的头像-问军凌云2月27日 00:48
2611

RAND Review

RAND Review-问军
The cover story explores the postwar reconstruction effort in Ukraine — likely the largest postwar rebuilding effort in modern history — and how previous postwar and po...
凌云的头像-问军凌云2月2日 00:11
20

Artificial Intelligence and Machine Learning Applications for Defensive Counterspace

Artificial Intelligence and Machine Learning Applications for Defensive Counterspace-问军
This report summarizes results from a fiscal year 2020 project examining the applicability of artificial intelligence and machine learning as an enabler of decision support in defe...
凌云的头像-问军凌云2月2日 00:11
00

Understanding the Limits of Artificial Intelligence for Warfighters

Understanding the Limits of Artificial Intelligence for Warfighters-问军
Research Questions How does the current RSP failure analysis approach perform in a retrospective analysis against historical data?How can AI help inform the failure analysis proces...
凌云的头像-问军凌云2月2日 00:11
10

Understanding the Limits of Artificial Intelligence for Warfighters

Understanding the Limits of Artificial Intelligence for Warfighters-问军
Research Questions Are cybersecurity datasets affected by distributional drift, and if so, how are they affected?How can distributional drift be detected and characterized in cyber...
凌云的头像-问军凌云2月2日 00:11
20