Divish Rengasamy

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 11

Top Topics

Anomaly Detection

Feature Importance

Top Venues

Publications

Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo
EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python. CoRR (2022)
Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo
EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python. LOD (2) (2022)
Victoria Bell, Divish Rengasamy, Benjamin Rothwell, Grazziela P. Figueredo
Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding. CoRR (2022)
Divish Rengasamy, Jimiama Mafeni Mase, Aayush Kumar, Benjamin Rothwell, Mercedes Torres Torres, Morgan R. Alexander, David A. Winkler, Grazziela P. Figueredo
Feature importance in machine learning models: A fuzzy information fusion approach. Neurocomputing 511 (2022)
Divish Rengasamy, Jimiama Mafeni Mase, Mercedes Torres Torres, Benjamin Rothwell, David A. Winkler, Grazziela P. Figueredo
Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach. CoRR (2021)
Salomé Sanchez, Divish Rengasamy, Christopher J. Hyde, Grazziela P. Figueredo, Benjamin Rothwell
Machine learning to determine the main factors affecting creep rates in laser powder bed fusion. J. Intell. Manuf. 32 (8) (2021)
Divish Rengasamy, Benjamin Rothwell, Grazziela P. Figueredo
Asymmetric Loss Functions for Deep Learning Early Predictions of Remaining Useful Life in Aerospace Gas Turbine Engines. IJCNN (2020)
Divish Rengasamy, Mina Jafari, Benjamin Rothwell, Xin Chen, Grazziela P. Figueredo
Deep Learning with Dynamically Weighted Loss Function for Sensor-Based Prognostics and Health Management. Sensors 20 (3) (2020)
Divish Rengasamy, Benjamin Rothwell, Grazziela Patrocinio Figueredo
Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems using Feature Importance Fusion. CoRR (2020)
Divish Rengasamy, Jimiama M. M. Mase, Benjamin Rothwell, Grazziela P. Figueredo
An Intelligent Toolkit for Benchmarking Data-Driven Aerospace Prognostics. ITSC (2019)
Divish Rengasamy, Hervé P. Morvan, Grazziela P. Figueredo
Deep Learning Approaches to Aircraft Maintenance, Repair and Overhaul: A Review. ITSC (2018)