Jimiama Mafeni Mase

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Bayesian Reasoning

Learning Models

Feature Importance

Top Venues

Publications

Madiha Samo, Jimiama Mafeni Mase, Grazziela P. Figueredo
Deep Learning with Attention Mechanisms for Road Weather Detection. Sensors 23 (2) (2023)
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)
Jimiama Mafeni Mase, Direnc Pekaslan, Utkarsh Agrawal, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo
Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving. 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)
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)
Jimiama Mafeni Mase, Natalie Leesakul, Fan Yang, Grazziela P. Figueredo, Mercedes Torres Torres
Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture. CoRR (2021)
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)
Jimiama Mafeni Mase, Peter Chapman, Grazziela P. Figueredo, Mercedes Torres Torres
Benchmarking Deep Learning Models for Driver Distraction Detection. LOD (2) (2020)
Jimiama Mafeni Mase, Utkarsh Agrawal, Direnc Pekaslan, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo
Capturing Uncertainty in Heavy Goods Vehicles Driving Behaviour. ITSC (2020)
Jimiama Mafeni Mase, Peter Chapman, Grazziela P. Figueredo, Mercedes Torres Torres
A Hybrid Deep Learning Approach for Driver Distraction Detection. ICTC (2020)
Utkarsh Agrawal, Jimiama Mafeni Mase, Grazziela P. Figueredo, Christian Wagner, Mohammad Mesgarpour, Robert I. John
Towards Real-Time Heavy Goods Vehicle Driving Behaviour Classification in the United Kingdom. ITSC (2019)