Ugochukwu Ejike Akpudo

According to our database, Ugochukwu Ejike Akpudo authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CoPISan: Contrastive Perceptual Inference and Sanity Checks for Concept-Based CNN Explanations.

Ugochukwu Ejike Akpudo, Yongsheng Gao, Jun Zhou, Andrew Lewis

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

TraNCE: Transformative Nonlinear Concept Explainer for CNNs.

Ugochukwu Ejike Akpudo, Yongsheng Gao, Jun Zhou, Andrew Lewis

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Visual Explanation via Similar Feature Activation for Metric Learning.

Yi Liao, Ugochukwu Ejike Akpudo, Jue Zhang, Yongsheng Gao, Jun Zhou, Wenyi Zeng, Weichuan Zhang

CoRR, June, 2025

TraNCE: Transformative Non-linear Concept Explainer for CNNs.

Ugochukwu Ejike Akpudo, Yongsheng Gao, Jun Zhou, Andrew Lewis

CoRR, March, 2025

2024

Coherentice: Invertible Concept-Based Explainability Framework for CNNs beyond Fidelity.

Ugochukwu Ejike Akpudo, Yongsheng Gao, Jun Zhou, Andrew Lewis

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

NCAF: NTD-based Concept Activation Factorisation Framework for CNN Explainability.

Ugochukwu Ejike Akpudo, Xiaohan Yu, Jun Zhou, Yongsheng Gao

Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

What EXACTLY are We Looking at?: Investigating for Discriminance in Ultra-Fine-Grained Visual Categorization Tasks.

Ugochukwu Ejike Akpudo, Xiaohan Yu, Jun Zhou, Yongsheng Gao

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

A Cost-Efficient MCSA-Based Fault Diagnostic Framework for SCIM at Low-Load Conditions.

Chibuzo Nwabufo Okwuosa, Ugochukwu Ejike Akpudo, Jang-Wook Hur

Algorithms, 2022

Exploring the Efficiencies of Spectral Isolation for Intelligent Wear Monitoring of Micro Drill Bit Automatic Regrinding In-Line Systems.

Ugochukwu Ejike Akpudo, Jang-Wook Hur

Algorithms, 2022

2021

An Automated Sensor Fusion Approach for the RUL Prediction of Electromagnetic Pumps.

Ugochukwu Ejike Akpudo, Hur Jang-Wook

IEEE Access, 2021

2020

A Multi-Domain Diagnostics Approach for Solenoid Pumps Based on Discriminative Features.

Ugochukwu Ejike Akpudo, Hur Jang-Wook

IEEE Access, 2020

Intelligent Solenoid Pump Fault Detection based on MFCC Features, LLE and SVM^*.

Ugochukwu Ejike Akpudo, Jang-Wook Hur

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020