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Autonomous Cyber Defense: Formal Models and Applications
Title
Autonomous Cyber Defense: Formal Models and Applications
Author
Dutta, Ashutosh
Date Created
2021
Subjects--Topical
Computer science, Information science, Information technology
Description
With technological advancements, cyber attacks are highly automated and organized with asymmetric advantages over defenders regarding cost and efforts.Attackers employ sophisticated and diversified approaches to achieve attack objectives while bei...
Emergency Medical Services Demand Forecasting: Modern Machine Learning Approaches For Producing Short-Term Spatiotemporal Estimations
Title
Emergency Medical Services Demand Forecasting: Modern Machine Learning Approaches For Producing Short-Term Spatiotemporal Estimations
Author
Martin, Richard
Date Created
2019
Subjects--Topical
Operations research, Information technology
Description
Emergency medical services (EMS); commonly referred to as ambulance, paramedic or pre-hospital emergency services, are a critical component in the delivery of urgent medical care to communities. EMS agencies, the organizations responsible for prov...
MODELING UNCERTAINTY IN DEEP LEARNING MODELS OF ELECTRONIC HEALTH RECORDS
Title
MODELING UNCERTAINTY IN DEEP LEARNING MODELS OF ELECTRONIC HEALTH RECORDS
Author
Qiu, Riyi
Date Created
2020
Subjects--Topical
Information technology
Description
Recent research development has demonstrated the advantages of deep learning models in prediction tasks on electronic health records (EHR) in the medical domain. However, the prediction results tend to be difficult to explain due to the complex ne...