Jean-Christophe Nebel

Experience

• 2019–present
  Professor of Computer Science, Kingston University
• 2014–2019
  Associate Professor, Kingston University
• 2010–2014
  Reader, Kingston University
• 2004–2010
  Senior lecturer, Kingston University
• 1997–2004
  Research fellow, University of Glasgow

Education

• 1997 
  University of St-Etienne, France, PhD in Computer Science

Publications

• 2025
  Air Pollution Monitoring using Cost-Effective Devices Enhanced by Machine Learning, Sensors, 25, 1423
• 2024
  Cleaning up the Big Smoke: Forecasting London’s Air Pollution Levels Using Energy-Efficient AI, International Journal of Environmental Pollution and Remediation, 12
• 2023
  Identifying 'Queenlessness' in Honeybee Hives from Audio Signals using Machine Learning, Electronics, 12(7), 1627
• 2023
  Smart Power Management Strategy Controlling Domestic Solar Solutions in Sub-Saharan Countries, Journal of Energy Systems
• 2022
  Cloud based evaluation of databases for stock market data, Journal of Cloud Computing, 11:53
• 2021
  Game theory to enhance stock management of personal protective equipment (PPE) during the COVID-19 outbreak, PLOS ONE, 1;16(2):e0246110
• 2021
  A Solar Backup System to Provide Reliable Energy in Presence of Unplanned Power Outages, Journal of Energy Storage
• 2020
  Scalable System for Smart Urban Transport Management, Journal of Advanced Transportation, 8894705
• 2020
  Enhancing fragment-based protein structure prediction by customising fragment cardinality according to local secondary structure, BMC Bioinformatics, 21:170
• 2019
  Dynamic Spatio-Temporal Bag of Expressions (D-STBoE) Model for Human Action Recognition, Sensors, 19(12), 2790
• 2019
  Security Attacks on Smart Grid Scheduling and Their Defences: A Game–Theoretic Approach, Journal of Information Security, 19:427-443
• 2018
  Coil conversion to β-strand induced by dimerisation, PROTEINS: Structure, Function, and Bioinformatics, 86(12):1221-1230
• 2018
  Identifying human diamine sensors for death related putrescine and cadaverine molecules, PLOS Computational Biology, 14(1):e1005945
• 2018
  A Bag of Expression Framework for Improved Human Action Recognition, Pattern Recognition Letters, 103:39-45
• 2018
  Vide-omics: A Genomics-inspired Paradigm for Video Analysis, Computer Vision and Image Understanding, 166:28-40
• 2017
  Reduced Fragment Diversity for Alpha and Alpha-Beta Protein Structure Prediction using Rosetta, Protein & Peptide Letters, 24(3):215-222
• 2016
  Progress and Challenges in Predicting Protein Interfaces, Briefings in Bioinformatics, 17(1):117-131
• 2016
  Recognition of Activities of Daily Living with Egocentric Vision: A Review, Sensors, 16(1):72
• 2015
  Customised fragments libraries for protein structure prediction based on structural class annotations, BMC Bioinformatics, 16:136
• 2015
  Efficient tracking of human poses using a manifold hierarchy, Computer Vision and Image Understanding, 132: 75-86
• 2014
  Generalized Laplacian Eigenmaps for Modeling and Tracking Human Motions, IEEE Transactions on Cybernetics, 44(9), pp 1646-1660
• 2014
  Primary sequence contribution to optical function of the eye lens, Scientific Reports, 4, 5195
• 2014
  Scoring docking conformations using predicted protein interfaces, BMC Bioinformatics, 15:171
• 2014
  Identification of NAD(P)H Quinone Oxidoreductase Activity in Azoreductases from P. aeruginosa: Azoreductases and NAD(P)H Quinone Oxidoreductases Belong to the Same FMN-Dependent Superfamily of Enzymes, PLOS ONE, 10.1371/journal.pone.0098551
• 2014
  An optimized stereo vision implementation for embedded systems: application to RGB and Infra-Red images, Journal of Real-Time Image Processing
• 2014
  Structural Laplacian Eigenmaps for Modeling Sets of Multivariate Sequences, IEEE Transactions on Cybernetics, 44(6): 936-949
• 2013
  Common Sense Reasoning for Human Action Recognition, Pattern Recognition Letters, 34(15), pp 1849-1860
• 2013
  Probabilistic grammatical model of protein language and its application to helix-helix contact site classification, Algorithms for Molecular Biology, 8:31
• 2012
  Quality assessment of protein model-structures based on structural and functional similarities, BMC Bioinformatics 2012, 13:242
• 2011
  Comparative Analysis of Genomic Signal Processing for Microarray data Clustering, IEEE Transactions on NanoBioscience, 10(4): 225-238
• 2011
  Integration of Bottom-Up/Top-Down Approaches for 2D Pose Estimation Using Probabilistic Gaussian Modelling, Computer Vision and Image Understanding, 115(2), pp 242-255
• 2010
  Automatic Configuration of Spectral Dimensionality Reduction Methods, Pattern Recognition Letters, 31(12)
• 2010
  Tracking Human Position and Lower Body Parts Using Kalman and Particle Filters Constrained by Human Biomechanics, IEEE Transactions on Systems Man and Cybernetics - Part B', 40(4)
• 2009
  A Stochastic Context Free Grammar based Framework for Analysis of Protein Sequences, BMC Bioinformatics, 10:323
• 2007
  Automatic generation of 3D motifs for classification of protein binding sites, BMC Bioinformatics, 8:32
• 2006
  Generation of 3D templates of active sites of proteins with rigid prosthetic groups, Bioinformatics, 22(10):1183-1189
• 2005
  Pre-commercial 3D Digital TV studio, IEE Proceedings - Vision, Image & Signal Processing, Volume 152, Issue 6, pp. 665-667
• 2003
  An Experimental 3D Digital TV studio, IEE Proceedings - Vision, Image & Signal Processing, Vol. 150, Issue 1, pp 28-33
• 2002
  A pilot study: 3D stereo photogrammetric image superimposition onto 3D CT scan images - the future of orthognathic surgery, The International Journal of Adult Orthodontics & Orthognathic Surgery, Volume 17, Issue 4, pp 331-341
• 2000
  Realistic collision avoidance of upper limbs based on neuroscience models, Graphics Forum, volume 19(3), pp 219-228