Search Results - "Whitehill, Jacob R."
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Abstract 14697: Developing a Machine Learning Algorithm Using Routine Clinical Data for the Detection of Hard Cardiovascular Disease Events
Published in Circulation (New York, N.Y.) (07-11-2023)“…Abstract only Introduction: Machine learning (ML) may enhance prediction of hard cardiovascular disease (CVD) events (e.g., myocardial infarction, stroke,…”
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Journal Article -
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Deep Learning with Domain Randomization for Optimal Filtering
Published in 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) (01-12-2019)“…Filtering is the process of recovering a signal, x(t), from noisy measurements z(t). One common filter is the Kalman Filter, which is proven to be the…”
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Conference Proceeding -
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Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System
Published in 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) (15-12-2021)“…In this work, we propose a video-based transfer learning approach for predicting problem outcomes of students working with an intelligent tutoring system…”
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Conference Proceeding -
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Harnessing Label Uncertainty to Improve Modeling: An Application to Student Engagement Recognition
Published in 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) (01-05-2018)“…Automatic facial expression recognition systems are usually trained from target labels that model each example as belonging unambiguously to a single class…”
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Conference Proceeding -
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Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System
Published 12-02-2020“…In this work, we propose a video-based transfer learning approach for predicting problem outcomes of students working with an intelligent tutoring system…”
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Journal Article