Trosolwg
Mae Dr Michael Edwards yn ddarlithydd yn yr Adran Gyfrifiadureg ym Mhrifysgol Abertawe.
Dr Mike Edwards
Prif Gysylltydd Data Pensaer,
Health Data Science
Welsh language proficiency
Siaradwr Cymraeg Sylfaenol
217
Ail lawr
Y Ffowndri Gyfrifiadol
Campws y Bae
Ail lawr
Y Ffowndri Gyfrifiadol
Campws y Bae
Dolenni Ymchwil
Cyhoeddiadau
Uchafbwyntiau Ymchwil
-
Clarkson, C., Edwards, M., & Xie, X. (2023). Active Anchors: Similarity Based Refinement Learning. In International Conference on Applied ComputingSU Repository: https://cronfa.swan.ac.uk/Record/cronfa64165
-
Hepburn-Dickins, F. & Edwards, M. (2023). Noise Robustness of Data-Driven Star Classification. In Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods (pp. 176-184). SCITEPRESS - Science and Technology Publications.
-
Clarkson, C., Edwards, M., & Xie, X. (2023). Active Anchors. In Companion Proceedings of the 2023 ACM SIGCHI Symposium on Engineering Interactive Computing SystemsACM.
-
Lloyd-Roberts, B., James, P., Edwards, M., Robinson, S., James, P., & Werner, T. (2023). Improving Railway Safety: Human-in-the-loop Invariant Finding. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsACM.
-
Thomas, L., Edwards, M., Capsey, A., Rahat, A., & Roach, M. (2022). Deep Visual Place Recognition for Waterborne Domains. In 2022 IEEE International Conference on Image Processing (ICIP). 16-19th October Bordeaux, France.IEEE.
-
Edwards, M., Edwards, M., & Xie, X. (2014). Footstep pressure signal analysis for human identification. In Int'l Conf. BioMedical Engineering and Informatics (pp. 307-312). 7th International Conference on Biomedical Engineering and Informatics.
-
Edwards, M., Edwards, M., Deng, J., & Xie, X. (2016). From pose to activity: Surveying datasets and introducing CONVERSE. Computer Vision and Image Understanding, 144, 73-105.
-
Edwards, M., Deng, J., Xie, X., & Edwards, M. (2016). Combining Stacked Denoising Autoencoders and Random Forests for Face Detection. Advanced Concepts for Intelligent Vision Systems (pp. 349-360).
-
Edwards, M., Deng, J., & Xie, X. (2017). Labeling subtle conversational interactions within the CONVERSE dataset. In 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (pp. 140-145). IEEE.
-
Edwards, M., Xie, X., Palmer, R., Tam, G., Alcock, R., & Roobottom, C. (2019). Graph convolutional neural network for multi-scale feature learning. Computer Vision and Image Understanding, 194, 102881
Holl Ymchwil
Erthyglau Cylchgronau
-
Kenning, M., Deng, J., Edwards, M., & Xie, X. (2022). A directed graph convolutional neural network for edge-structured signals in link-fault detection. Pattern Recognition Letters, 153, 100-106.
-
Edwards, M., Xie, X., Palmer, R., Tam, G., Alcock, R., & Roobottom, C. (2019). Graph convolutional neural network for multi-scale feature learning. Computer Vision and Image Understanding, 194, 102881
-
Edwards, M., Edwards, M., Deng, J., & Xie, X. (2016). From pose to activity: Surveying datasets and introducing CONVERSE. Computer Vision and Image Understanding, 144, 73-105.
Penodau Llyfrau
-
Edwards, M., Deng, J., Xie, X., & Edwards, M. (2016). Combining Stacked Denoising Autoencoders and Random Forests for Face Detection. Advanced Concepts for Intelligent Vision Systems (pp. 349-360).
Cyfraniadau Cynadleddau
-
Clarkson, C., Edwards, M., & Xie, X. (2023). Active Anchors: Similarity Based Refinement Learning. In International Conference on Applied ComputingSU Repository: https://cronfa.swan.ac.uk/Record/cronfa64165
-
Clarkson, C., Edwards, M., & Xie, X. (2023). Active Anchors. In Companion Proceedings of the 2023 ACM SIGCHI Symposium on Engineering Interactive Computing SystemsACM.
-
Lloyd-Roberts, B., James, P., Edwards, M., Robinson, S., James, P., & Werner, T. (2023). Improving Railway Safety: Human-in-the-loop Invariant Finding. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsACM.
-
Hepburn-Dickins, F. & Edwards, M. (2023). Noise Robustness of Data-Driven Star Classification. In Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods (pp. 176-184). SCITEPRESS - Science and Technology Publications.
-
Thomas, L., Edwards, M., Capsey, A., Rahat, A., & Roach, M. (2022). Deep Visual Place Recognition for Waterborne Domains. In 2022 IEEE International Conference on Image Processing (ICIP). 16-19th October Bordeaux, France.IEEE.
-
Edwards, M., Deng, J., & Xie, X. (2017). Labeling subtle conversational interactions within the CONVERSE dataset. In 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (pp. 140-145). IEEE.
-
Edwards, M., Edwards, M., & Xie, X. (2014). Footstep pressure signal analysis for human identification. In Int'l Conf. BioMedical Engineering and Informatics (pp. 307-312). 7th International Conference on Biomedical Engineering and Informatics.
Goruchwyliaeth
-
HIVE: Harvesting and Intelligent Versatile Equipment (cyfredol)
PhDGoruchwyliwr arall: Dr Daniele Cafolla -
Histopathology Image Processing within the Colorectal Cancer Diagnosis Pathway (cyfredol)
PhDGoruchwyliwr arall: Prof Jiaxiang Zhang -
Explainability and Uncertainty Quantification in Networks and Social Systems (cyfredol)
PhDGoruchwyliwr arall: Prof Xianghua Xie -
Human Interfaces with Machine Learning Recognition Systems (cyfredol)
PhDGoruchwyliwr arall: Prof Xianghua Xie -
Reinforcement Learning Invariants from State Space Observations (cyfredol)
PhDGoruchwyliwr arall: Prof Xianghua XieGoruchwyliwr arall: Dr Liam O'Reilly -
Geospatial machine learning in safety critical systems (cyfredol)
PhDGoruchwyliwr arall: Prof Mark Jones -
Irregular Domain Deep Learning (dyfarnwyd 2023)
PhDGoruchwyliwr arall: Dr Gary TamGoruchwyliwr arall: Prof Xianghua Xie