Research Area:  Machine Learning
In order to evaluate the risk of hazardous events, the hybrid model fusing the prediction of SVM on the unstructured data and ensemble of deep neural networks on the structured data. It improves the system safety level by focusing on the prediction of abnormal events.
Author(s) Name:  Xiaoge Zhang, Sankaran Mahadevan
Journal name:  Decision Support Systems
Publisher name:  Elsvier
Volume Information:  Volume 116, January 2019, Pages 48-63
Paper Link:   https://www.sciencedirect.com/science/article/abs/pii/S0167923618301660