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Dr Shanfeng Hu

Assistant Professor

Department: Computer and Information Sciences

Dr Shanfeng Hu is an Assistant Professor in the Department of Computer and Information Sciences at Northumbria University, Newcastle-upon-Tyne, UK. He earned his PhD from the same department in 2020 and joined the faculty as a Lecturer soon after. During his PhD from 2018 to 2020, Dr Hu gained practical industry experience as a Senior Data Scientist in the financial sector. His research interests include machine learning, causal reasoning, and mechanism design, with funded projects in advanced manufacturing (Innovate UK KTP), supply chain (Digital Catapult, Innovate UK ISCF), and digital health (EU Erasmus+, EU MSCA).

Shanfeng Hu

  • Please visit the Pure Research Information Portal for further information
  • Challenges of achieving digital transformation in manufacturing firms: the case of predictive maintenance and spare part inventory management, Skoumpopoulou, D., Toliyat, S., Ojra, A., Shokri, A., Hu, S. 21 Nov 2024, In: Journal of Manufacturing Technology Management
  • Explainable Fault Diagnosis of Control Systems Using Large Language Models, Ojuolape, A., Hu, S. 21 Aug 2024, 2024 IEEE Conference on Control Technology and Applications (CCTA), Piscataway, US, IEEE
  • Integrating spare part inventory management and predictive maintenance as a digital supply chain solution, Shokri, A., Toliyat, S., Hu, S., Skoumpopoulou, D. 24 Oct 2024, In: Journal of Modelling in Management
  • MDC-Net: Multimodal Detection And Captioning Network For Steel Surface Defects, Chazhoor, A., Hu, S., Gao, B., Woo, W. 8 May 2024, Robotics, Computer Vision and Intelligent Systems, Cham, Switzerland, Springer
  • MIMIC-Pose: Implicit Membership Discrimination of Body Joints for Human Pose Estimation, Huang, Y., Hu, S. 27 May 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), Piscataway, NJ, US, IEEE
  • TOPOMA: Time-Series Orthogonal Projection Operator with Moving Average for Interpretable and Training-Free Anomaly Detection, Hu, S., Huang, Y. 25 Apr 2024, The 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2024, Springer
  • Elderly Standing Imbalance Detection Using Noise-Resilient Robust Mean Estimator and Deep Learning, Raj, D., Hu, S., Aslam, N., Chen, X., Rueangsirarak, W., Uttama, S., Nauman, F. 8 Dec 2023, 2023 15th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2023, Piscataway, US, IEEE
  • Heart Rate Anomaly Detection Using Contractive Autoencoder for Smartwatch-Based Health Monitoring, Sivan, K., Hu, S., Aslam, N., Chen, X., Sureephong, P., Wongsila, S., Ahmed, S. 8 Dec 2023, 2023 15th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2023, Piscataway, US, IEEE
  • TED-Face: Texture-Enhanced Deep Face Reconstruction in the Wild, Huang, Y., Fang, L., Hu, S. 19 Jul 2023, In: Sensors
  • Structured Spatial Reasoning for Human Pose Estimation, Huang, Y., Hu, S., Zhang, Z. 25 Nov 2022, The 33rd British Machine Vision Conference Proceedings, Durham, The British Machine Vision Association and Society for Pattern Recognition

  • Daniel Organisciak Neural Attention Mechanisms for Robust and Interpretable Feature Representation Learning Start Date: 17/08/2020 End Date: 30/09/2022
  • Adewumi Ojuolape Proposed project title: Causal Discovery Using Large Language Models and Data-Driven Graph Search Start Date: 01/10/2023

  • Computer Science PhD March 18 2020
  • Fellowship of Higher Education Academy, UK FHEA 2022


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