Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"tree-ensemble models"”.
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Systems Pharmacology – Machine Learning Approaches in Profiling Oncology Drug Candidates
… In this study, we built in-silico predictive models to predict prospective drug candidates from compound libraries. Robust predictive models help in saving enormous experimental, and resource overheads and compress product cycle times. We used several machine learning algorithms, in building …
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Analytics and Decision Making in Sustainable Operations
… car usage must be accounted for before such models can be used in practice. We introduce a driver behavior-focused dynamic optimization for the charging and discharging of electric vehicles. We characterize policies that are interpretable to drivers to address distrust of automatized …
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Survival Prediction For Brain Tumor Patients Using Gene Expression Data
… the general goal of this research is to build models for survival prediction of glioma patients using DNA molecular profiles (U133 Affymetrix gene expression microarrays) along with clinical information. First, a predictive Random Forest model is built for binary outcomes (i.e. short vs. …