| Pattern recognition and machine learning CM Bishop springer 1, 740, 2006 | 72253 | 2006 |
| Neural networks for pattern recognition CM Bishop Oxford university press, 1995 | 37248 | 1995 |
| Probabilistic principal component analysis ME Tipping, CM Bishop Journal of the Royal Statistical Society Series B: Statistical Methodology …, 1999 | 4827 | 1999 |
| Mixtures of probabilistic principal component analyzers ME Tipping, CM Bishop Neural Computation 11 (2), 443–482, 1999 | 2424 | 1999 |
| GTM: The generative topographic mapping CM Bishop, M Svensén, CKI Williams Neural computation 10 (1), 215-234, 1998 | 1893 | 1998 |
| Mixture density networks CM Bishop Aston University, 1994 | 1681 | 1994 |
| Training with noise is equivalent to Tikhonov regularization CM Bishop Neural computation 7 (1), 108-116, 1995 | 1602 | 1995 |
| Pulsed neural networks W Maass, CM Bishop MIT press, 2001 | 1353 | 2001 |
| Neural networks and their applications CM Bishop Review of scientific instruments 65 (6), 1803-1832, 1994 | 1225 | 1994 |
| Variational message passing. J Winn, CM Bishop, T Jaakkola Journal of Machine Learning Research 6 (4), 2005 | 934 | 2005 |
| Novelty detection and neural network validation CM Bishop IEE Proceedings-Vision, Image and Signal processing 141 (4), 217-222, 1994 | 926 | 1994 |
| Bayesian image super resolution ME Tipping, CM Bishop Advances in Neural Information Processing Systems 15, 1303-1310, 2006 | 590* | 2006 |
| Feed-forward network functions CM Bishop, NM Nasrabadi Pattern recognition and machine learning, 227-232, 2006 | 590 | 2006 |
| Variational relevance vector machines CM Bishop, M Tipping arXiv preprint arXiv:1301.3838, 2013 | 580 | 2013 |
| Variational Bayesian model selection for mixture distributions A Corduneanu, CM Bishop Artificial intelligence and Statistics 2001, 27-34, 2001 | 523 | 2001 |
| Beyond atopy: multiple patterns of sensitization in relation to asthma in a birth cohort study A Simpson, VYF Tan, J Winn, M Svensen, CM Bishop, DE Heckerman, ... American journal of respiratory and critical care medicine 181 (11), 1200-1206, 2010 | 509 | 2010 |
| Bayesian pca C Bishop Advances in neural information processing systems 11, 1998 | 495 | 1998 |
| Improving the generalization properties of radial basis function neural networks C Bishop Neural computation 3 (4), 579-588, 1991 | 483 | 1991 |
| Principled hybrids of generative and discriminative models JA Lasserre, CM Bishop, TP Minka 2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006 | 442 | 2006 |
| Regression with input-dependent noise: A Gaussian process treatment P Goldberg, C Williams, C Bishop Advances in neural information processing systems 10, 1997 | 442 | 1997 |
| SpringerLink (Service en ligne) CM Bishop Pattern recognition and machine learning 4, 2006 | 415 | 2006 |
| Variational principal components CM Bishop IET Digital Library, 1999 | 388 | 1999 |
| The 2005 pascal visual object classes challenge M Everingham, A Zisserman, CKI Williams, L Van Gool, M Allan, ... Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual …, 2006 | 370 | 2006 |
| Generative or discriminative? getting the best of both worlds JM Bernardo, MJ Bayarri, JO Berger, AP Dawid, D Heckerman, ... Bayesian statistics 8 (3), 3-24, 2007 | 332 | 2007 |
| Pattern recognition and machine learning M Bishop Christopher Information science and statisticsNew York: Springer, 2006 | 310 | 2006 |
| A hierarchical latent variable model for data visualization CM Bishop, ME Tipping IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (3), 281-293, 1998 | 301 | 1998 |
| Developmental profiles of eczema, wheeze, and rhinitis: two population-based birth cohort studies DCM Belgrave, R Granell, A Simpson, J Guiver, C Bishop, I Buchan, ... PLoS medicine 11 (10), e1001748, 2014 | 293 | 2014 |
| Model-based machine learning CM Bishop Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013 | 285 | 2013 |
| Ensemble learning in Bayesian neural networks D Barber, CM Bishop Nato ASI Series F Computer and Systems Sciences 168, 215-238, 1998 | 278 | 1998 |
| Developments of the generative topographic mapping CM Bishop, M Svensén, CKI Williams Neurocomputing 21 (1-3), 203-224, 1998 | 267 | 1998 |
| Robust Bayesian mixture modelling M Svensén, CM Bishop Neurocomputing 64, 235-252, 2005 | 264 | 2005 |
| Exact calculation of the Hessian matrix for the multilayer perceptron C Bishop Neural Computation 4 (4), 494-501, 1992 | 261 | 1992 |
| Generative versus discriminative methods for object recognition I Ulusoy, CM Bishop 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005 | 253 | 2005 |
| Bayesian hierarchical mixtures of experts CM Bishop, M Svensen Proceedings of the Nineteenth conference on Uncertainty in Artificial …, 2002 | 249* | 2002 |
| Latent variable models CM Bishop Learning in graphical models, 371-403, 1998 | 242 | 1998 |
| GTM: A principled alternative to the self-organizing map C Bishop, M Svensén, C Williams Advances in neural information processing systems 9, 1996 | 237 | 1996 |
| A pulse-coded communications infrastructure for neuromorphic systems SR Deiss, RJ Douglas, AM Whatley | 228 | 1998 |
| Bayesian regression and classification CM Bishop, ME Tipping Advances in learning theory: methods, models and applications, 267-285, 2003 | 206 | 2003 |
| Trajectories of lung function during childhood DCM Belgrave, I Buchan, C Bishop, L Lowe, A Simpson, A Custovic American journal of respiratory and critical care medicine 189 (9), 1101-1109, 2014 | 189 | 2014 |
| Multiple atopy phenotypes and their associations with asthma: similar findings from two birth cohorts N Lazic, G Roberts, A Custovic, D Belgrave, CM Bishop, J Winn, JA Curtin, ... Allergy 68 (6), 764-770, 2013 | 181 | 2013 |
