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LSTM Cluster: An Integrated Approach to Cluster Students' Problem Solving Sequences in Log Files
DownloadFall 2018
Modern technology-based assessments have the capacity to record every student-computer interaction in log files. Cluster analysis of log files could yield insights about students’ problem solving strategies and their misconceptions. However, current cluster analysis algorithms often rely on...
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Realtime Machine Learning based In-Cycle Control of Homogeneous Charge Compression Ignition
DownloadSpring 2023
Homogeneous Charge Compression Ignition (HCCI) has the potential to significantly reduce engine out oxides of nitrogen NOx emissions, while maintaining a high fuel efficiency compared to existing lean-burn spark ignition engines. HCCI is characterized by compression induced autoignition of a lean...