An evidential classifier based on Dempster-Shafer theory and deep learning

25 March 2021

Papers citing "An evidential classifier based on Dempster-Shafer theory and deep learning"

9 / 9 papers shown

Title
Reducing Aleatoric and Epistemic Uncertainty through Multi-modal Data Acquisition Arthur Hoarau Benjamin Quost Sébastien Destercke Willem Waegeman UQCV UD PER 79 0 0 30 Jan 2025
A Unified Evaluation Framework for Epistemic Predictions Shireen Kudukkil Manchingal Muhammad Mubashar Kaizheng Wang Fabio Cuzzolin UQCV 70 2 0 28 Jan 2025
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures Ayyub Alzahem W. Boulila Maha Driss Anis Koubaa 25 2 0 23 May 2024
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation Zheng Tong Tengyu Ma J. Huyan Wei-guang Zhang SSeg 38 2 0 24 Jul 2022
Epistemic Deep Learning Shireen Kudukkil Manchingal Fabio Cuzzolin UQCV BDL EDL FedML UD 25 6 0 15 Jun 2022
A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning Zhen Guo Zelin Wan Qisheng Zhang Xujiang Zhao F. Chen Jin-Hee Cho Qi Zhang Lance M. Kaplan Dong-Ho Jeong A. Jøsang UQCV EDL 25 10 0 12 Jun 2022
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 29 30 0 03 May 2022
Lymphoma segmentation from 3D PET-CT images using a deep evidential network Ling Huang S. Ruan P. Decazes Thierry Denoeux 3DPC MedIm 41 37 0 31 Jan 2022
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,373 0 25 Aug 2014