Machine learning

Spatio-temporal and class-imbalanced data analytics in healthcare
Data analytics promise to deliver value to industries by providing historical insights that can drive the future decisions. However, …
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Deriving pandemic disease mitigation strategies by mining social contact networks
In this chapter we propose a robust approach to deriving disease mitigation strategies from contact networks that are generated from …
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Data mining in bone marrow transplant records to identify patients with high odds of survival
Patients undergoing a bone marrow stem cell transplant (BMT) face various risk factors. Analyzing data from past transplants could …
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Pandemic preparedness & response logistics: mining social contact networks for pandemic disease mitigation strategies
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Applying collaborative filtering techniques to data mining in bone marrow transplant records
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