Dr. David Windridge is Associate Professor in Computer Science at Middlesex and heads the University's Data Science activities. His research interests centre on the related fields of machine-learning (A.I.), cognitive systems and computer vision (he also has a former research interest in astrophysics having obtained his Ph.D. in Cosmology at the University of Bristol).
He has authored and played a leading role on a number of large-scale machine-learning projects in academic and industrial research settings (including the EU DREAMS4CARS, EPSRC ACASVA and EU DIPLECS projects). He is also interested in cross-over areas of data science and has won a number of interdisciplinary research grants in areas as diverse as psychological modelling and proteomic classification. He is a Visiting Professor at Trento University, Italy, and a visiting Senior Lecturer at the University of Surrey. He has authored more than 100 peer-reviewed publications.
Avula, Shivaram and Spiteri, Michaela and Kumar, Ram and Lewis, Emma and Harave, Srikrishna and Windridge, David and Ong, Chan and Pizer, Barry (2016) Post-operative pediatric cerebellar mutism syndrome and its association with hypertrophic olivary degeneration. Quantitative Imaging in Medicine and Surgery, 6 (5). pp. 535-544. ISSN 2223-4292
Tirunagari, Santosh and Poh, Norman and Hu, Guosheng and Windridge, David (2015) Identifying similar patients using self-organising maps: a case study on type-1 diabetes self-care survey responses. ArXiv e-prints . (Published online first)
Windridge, David (2015) On the intrinsic limits to representationally-adaptive machine-learning. ArXiv e-prints .
Aljrees, Turki and Shi, Daming and Windridge, David and Wong, B. L. William (2016) Criminal pattern identification based on modified K-means clustering. In: 2016 International Conference on Machine Learning and Cybernetics (ICMLC), 10-13 July 2016, Jeju, South Korea.
Tirunagari, Santosh and Poh, Norman and Bober, Miroslaw and Windridge, David (2016) Can DMD obtain a scene background in color? In: 2016 International Conference on Image, Vision and Computing (ICIVC), 03-05 Aug 2016, Portsmouth, UK.