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01/15/2023
AutoFraudNet: A Multimodal Network to Detect Fraud in the Auto Insurance Industry
In the insurance industry detecting fraudulent claims is a critical task...
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06/18/2022
GaLeNet: Multimodal Learning for Disaster Prediction, Management and Relief
After a natural disaster, such as a hurricane, millions are left in need...
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09/30/2021
On the Trustworthiness of Tree Ensemble Explainability Methods
The recent increase in the deployment of machine learning models in crit...
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06/05/2019
Prediction of Workplace Injuries
Workplace injuries result in substantial human and financial losses. As ...
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05/17/2019
Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia
Accurate facial expression analysis is an essential step in various clin...
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12/03/2018
A Hybrid Instance-based Transfer Learning Method
In recent years, supervised machine learning models have demonstrated tr...
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08/28/2017