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2020 – today
- 2022
[j3]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: 163-174 (2022)- [c3]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: 249-264 - [i4]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 abs/2203.04734 (2022) - [i3]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 abs/2208.04343 (2022) - 2021
- [j2]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): 2353-2373 (2021) - [i2]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 abs/2110.11713 (2021) - 2020
- [j1]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): 723 (2020) - [c2]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: 1-7 - [i1]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 abs/2009.05501 (2020)
2010 – 2019
- 2019
- [c1]Divish Rengasamy, Jimiama M. M. Mase, Benjamin Rothwell, Grazziela P. Figueredo:
An Intelligent Toolkit for Benchmarking Data-Driven Aerospace Prognostics. ITSC 2019: 4210-4215
Coauthor Index
aka: Grazziela P. Figueredo
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