Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. Bayesian inference for queueing networks and modeling of internet services

    Sutton, C. & Jordan, M. I., 2011, In : Annals of Applied Statistics. 5, 1, p. 254-282 29 p.

    Research output: Contribution to journalArticle

  2. Bayesian inference for wind field retrieval

    Nabney, I. T., Cornford, D. & Williams, C. K. I., Jan 2000, In : Neurocomputing. 30, 1–4, p. 3-11 9 p.

    Research output: Contribution to journalArticle

  3. Bayesian inference of physiologically meaningful parameters from body sway measurements

    Tietäväinen, A., Gutmann, M. U., Keski-Vakkuri, E., Corander, J. & Hæggström, E., 19 Jun 2017, In : Scientific Reports. 7, 1, p. 1-14 14 p., 3771.

    Research output: Contribution to journalArticle

  4. Bayesian non-parametric approaches to reconstructing oscillatory systems and the Nyquist limit

    Žurauskiene, J., Kirk, P., Thorne, T. & Stumpf, M. P. H., 1 Aug 2014, In : Physica a-Statistical mechanics and its applications. 407, p. 33-42 10 p.

    Research output: Contribution to journalArticle

  5. Becoming the expert - interactive multi-class machine teaching

    Johns, E., Mac Aodha, O. & Brostow, G. J., 15 Oct 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), p. 2616-2624 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Behavioral-state modulation of inhibition is context-dependent and cell type specific in mouse visual cortex

    Pakan, J. M., Lowe, S. C., Dylda, E., Keemink, S., Currie, S. P., Coutts, C. A. & Rochefort, N. L., 23 Aug 2016, In : eLIFE. 5

    Research output: Contribution to journalArticle

  7. Benchmarking infrastructure for mutation text mining

    Klein, A., Riazanov, A., Hindle, M. M. & Baker, C. J. O., 25 Feb 2014, In : Journal of Biomedical Semantics. 5, 11, p. 1-13 13 p.

    Research output: Contribution to journalArticle

  8. Benefits of social vs. non-social feedback on learning and generosity. Results from the Tipping Game

    Colombo, M., Stankevicius, A. & Seriés, P., Oct 2014, In : Frontiers in Psychology. 5, 9 p., 1154.

    Research output: Contribution to journalArticle

  9. Beyond Atopy: Multiple Patterns of Sensitization in Relation to Asthma in a Birth Cohort Study

    Simpson, A., Tan, V. Y. F., Winn, J., Svensén, M., Bishop, C. M., Heckerman, D. E., Buchan, I. & Custovic, A., Jun 2010, In : American Journal of Respiratory and Critical Care Medicine. 181, 11, p. 1200-1206 7 p.

    Research output: Contribution to journalArticle

  10. Beyond correlations in MEA recordings - how far can we go?

    Panas, D., Maccione, A., Berdondini, L. & Hennig, M., 2011.

    Research output: Contribution to conferencePoster

  11. Binocular eye-movements of dyslexic readers: Prioritising the abducting eye and purposeful movements within a fixation

    Shillcock, R., Obregon-Sargent, M., Kreiner, H. & Roberts, M., 2011, In : Journal of Eye Movement Research. 4, 3, p. 308-308 1 p.

    Research output: Contribution to journalMeeting abstract

  12. Binocular fixations: What happens when each eye looks at a different word?

    Kreiner, H. & Shillcock, R., Sep 2008, In : International Journal of Psychology. 43, 3-4, p. 47-47 1 p.

    Research output: Contribution to journalArticle

  13. Binocular foveation in reading

    Shillcock, R., Roberts, M., Kreiner, H. & Obregon-Sargent, M., Nov 2010, In : Attention, Perception & Psychophysics. 72, 8, p. 2184-2203 20 p.

    Research output: Contribution to journalArticle

  14. Binocular strategies in reading

    Roberts, M., Obregón, M. & Shillcock, R., 1 Aug 2009. 1 p.

    Research output: Contribution to conferenceAbstract

  15. Bio-PEPAd: A non-Markovian extension of Bio-PEPA

    Caravagna, G. & Hillston, J., 2012, In : Theoretical Computer Science. 419, p. 26-49 24 p.

    Research output: Contribution to journalArticle

  16. Bio::Homology::InterologWalk - A Perl module to build putative protein-protein interaction networks through interolog mapping

    Gallone, G., Simpson, T. I., Armstrong, J. D. & Jarman, A. P., Jul 2011, In : BMC Bioinformatics. 12, July, 15 p., 289.

    Research output: Contribution to journalArticle

  17. Biologically inspired EM image alignment and neural reconstruction

    Knowles-Barley, S., Butcher, N. J., Meinertzhagen, I. A. & Armstrong, J. D., 2011, In : Bioinformatics. 27, 16, p. 2216-2223 8 p.

    Research output: Contribution to journalArticle

  18. Bioluminescence-based approach to monitor neural activity in freely moving Drosophilalarvae

    Marescotti, M., Lagogiannis, K., Davies, W., Webb, B. & Armstrong, J. D., Sep 2016. 1 p.

    Research output: Contribution to conferencePoster

  19. Bioluminescence-based approach to monitor neural activity in freely moving Drosophilalarvae

    Marescotti, M., Lagogiannis, K., Davies, W., Webb, B. & Armstrong, J. D., Oct 2016. 1 p.

    Research output: Contribution to conferencePoster

  20. Blending LSTMs into CNNs

    Geras, K. J., Mohamed, A., Caruana, R., Urban, G., Wang, S., Aslan, Ö., Philipose, M., Richardson, M. & Sutton, C., 4 Feb 2016, (Accepted/In press) International Conference on Learning Representations (ICLR Workshop). 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  21. Blind source separation for fmri signals using spatial independent component analysis

    Zhong, M., Tang, H. & Tang, Y., Dec 2002, In : ACTA Biophysica Sinica. 19, 1, p. 79-83 5 p.

    Research output: Contribution to journalArticle

  22. Bottom-up connectionist modelling of speech

    Cairns, P., Shillcock, R., Chater, N. & Levy, J., 20 Dec 1995, Preview this Book Connectionist Models Of Memory And Language. Levy, J. (ed.). CRC PRESS-TAYLOR & FRANCIS GROUP, 289 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  23. Brain white matter structure and information processing speed in healthy older age

    Kuznetsova, K., Munoz-Maniega, S., Ritchie, S., Cox, S., Storkey, A., Starr, J., Wardlaw, J., Deary, I. & Bastin, M., 2015, In : Brain Structure and Function. 21, 6, p. 3323-3235

    Research output: Contribution to journalArticle

  24. BrainTrap: The Fly Brain Protein Trap Database

    Knowles-Barley, S., Longair, M. & Armstrong, D., 2009.

    Research output: Contribution to conferencePoster

  25. BrainTrap: a database of 3D protein expression patterns in the Drosophila brain

    Knowles-Barley, S., Longair, M. & Armstrong, J. D., 2010, In : Database: The Journal of Biological Databases and Curation. 2010, p. 1-9 9 p., baq005.

    Research output: Contribution to journalArticle

  26. Branching and Bounding Improvements for Global Optimization Algorithms with Lipschitz Continuity Properties

    Cartis, C., Fowkes, J. & Gould, N., 2013, ERGO Technical Report.

    Research output: Book/ReportOther report

  27. Branching and bounding improvements for global optimization algorithms with Lipschitz continuity properties

    Cartis, C., Fowkes, J. M. & Gould, N. I. M., Mar 2015, In : Journal of Global Optimization. 61, 3, p. 429-457 29 p.

    Research output: Contribution to journalArticle

  28. Bregman divergence as general framework to estimate unnormalized statistical models

    Gutmann, M. & Hirayama, J., 2011, Proceedings of Conference on Uncertainty in Artificial Intelligence (UAI 2011). 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  29. Building a mechanistic model of the development and function of the primary visual cortex

    Bednar, J. A., Sep 2012, In : Journal of Physiology-Paris. 106, 5-6, p. 194-211 18 p.

    Research output: Contribution to journalArticle

  30. Building the Central Complex in Drosophila: The Generation and Development of Distinct Neural Subsets

    Young, J. M. & Armstrong, J. D., 1 May 2010, In : Journal of Comparative Neurology. 518, 9, p. 1525-1541 17 p.

    Research output: Contribution to journalArticle

  31. CABeRNET: a Cytoscape app for augmented Boolean models of gene regulatory NETworks

    Paroni, A., Graudenzi, A., Caravagna, G., Damiani, C., Mauri, G. & Antoniotti, M., 4 Feb 2016, In : BMC Bioinformatics. 17, 64, 12 p.

    Research output: Contribution to journalArticle

  32. CAPRI: efficient inference of cancer progression models from cross-sectional data

    Ramazzotti, D., Caravagna, G., Olde Loohuis, L., Graudenzi, A., Korsunsky, I., Mauri, G., Antoniotti, M. & Mishra, B., 15 Sep 2015, In : Bioinformatics. 31, 18, p. 3016-26 11 p.

    Research output: Contribution to journalArticle

  33. CO-Releasing Molecules Have Nonheme Targets in Bacteria: Transcriptomic, mathematical Modeling and Biochemical Analyses of CORM-3 [Ru(CO) 3 Cl (glycinate)] Actions on a Heme-Deficient Mutant of Escherichia coli

    Wilson, J. L., Wareham, L. K., Mclean, S., Begg, R., Greaves, S., Mann, B. E., Sanguinetti, G. & Poole, R. K., 25 Jun 2015, In : Antioxidants and Redox Signaling. 23, 2, p. 148-162 15 p.

    Research output: Contribution to journalArticle

  34. Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking

    Wei, X. & Radu, V., 28 Nov 2019, 2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  35. Calibrating spatio-temporal models of leukocyte dynamics against in vivo live-imaging data using approximate Bayesian computation.

    Liepe, J., Taylor, H., Barnes, C. P., Huvet, M., Bugeon, L., Thorne, T., Lamb, J. R., Dallman, M. J. & Stumpf, M. P. H., 1 Mar 2012, In : Integrative Biology. 4, 3, p. 335-345 11 p.

    Research output: Contribution to journalArticle

  36. CamLoc: Pedestrian Location Estimation through Body Pose Estimation on Smart Cameras

    Cosma, A., Radoi, I. E. & Radu, V., 28 Nov 2019, 2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  37. Capturing Data Uncertainty in High-Volume Stream Processing

    Diao, Y., Li, B., Liu, A., Peng, L., Sutton, C. A., Tran, T. T. L. & Zink, M., 2009, 4th Biennial Conference on Innovative Data Systems Research (CIDR). 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  38. Carbon monoxide gas is not inert, but global, in its consequences for bacterial gene expression, iron acquisition and antibiotic resistance

    Wareham, L. K., Begg, R., Jesse, H. E., Van Beilen, J., Ali, S., Svistunenko, D., McLean, S., Hellingwerf, K., Sanguinetti, G. & Poole, R. K., 13 Jun 2016, In : Antioxidants and Redox Signaling. 24, 17, p. 1013-1028 16 p.

    Research output: Contribution to journalArticle

  39. Carbon monoxide-releasing antibacterial molecules target respiration and global transcriptional regulators

    Davidge, K. S., Sanguinetti, G., Yee, C. H., Cox, A. G., McLeod, C. W., Monk, C. E., Mann, B. E., Motterlini, R. & Poole, R. K., 13 Feb 2009, In : Journal of Biological Chemistry. p. 4516-4524 9 p.

    Research output: Contribution to journalArticle

  40. Cascaded Multilevel Inverter With Regeneration Capability and Reduced Number of Switches

    Lezana, P., Rodriguez, J. & Oyarzun, D. A., 3 Mar 2008, In : IEEE Transactions on Industrial Electronics. 55, 3, p. 1059-1066 8 p.

    Research output: Contribution to journalArticle

  41. Categorial mirror symmetry for K3 surfaces

    Bartocci, C., Bruzzo, U. & Sanguinetti, G., Oct 1999, In : Communications in Mathematical Physics. 206, 2, p. 265-272 8 p.

    Research output: Contribution to journalArticle

  42. Categorical encoding of decision variables in orbitofrontal cortex

    Onken, A., Xie, J., Panzeri, S. & Padoa-Schioppa, C., 14 Oct 2019, In : PLoS Computational Biology. 15, 10, 27 p., e1006667.

    Research output: Contribution to journalArticle

  43. Cellular mechanisms underlying behavioral state-dependent bidirectional modulation of motor cortex output

    Schiemann, J., Puggioni, P., Pelko, M., Domanski, A., Van Rossum, M. & Duguid, I., 26 May 2015, In : Cell Reports. 11, 8, p. 1319–1330

    Research output: Contribution to journalArticle

  44. Censoring Representations with an Adversary

    Edwards, H. & Storkey, A., 4 Feb 2016, (Accepted/In press) International Conference in Learning Representations (ICLR2016). 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  45. Centre Report 2019: Centre for Research in Digital Education

    Bayne, S., Ewins, A., Evans, P., Gallagher, M., Ghazali-Mohammed, Z., Manches, A., Odai, L., Knox, J., Menzies, J., O'shea, C., Plowman, L., Ross, J., Sowton, C., Robertson, J., Sheail, P., Tsai, Y-S., Wang, Y., Williamson, B., Farrell, K., Lawson, T. & 1 others, Priztker, R., 1 May 2019, The Centre for Research in Digital Education. 21 p.

    Research output: Book/ReportCommissioned report

  46. Changing dynamics of spontaneous waves during retinal development: A novel panretinal perspective achieved with the Active Pixel Sensor (APS) 4,096 electrodes array

    Sernagor, E., Maccione, A., Hennig, M., Gandolfo, M., Eglen, S. & Berdondini, L., 2010, Proc. Society for Neuroscience Annual Meeting (SFN'10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  47. Changing dynamics of spontaneous waves during retinal development: a novel panretinal perspective achieved with the Active Pixel Sensor (APS) 4,096 electrodes array

    Sernagor, E., Maccione, A., Hennig, M., Gandolfo, M., Eglen, S. & Berdondini, L., 2010, 7th Int. Meeting on Substrate-Integrated Microelectrodes. BIOPRO Baden-Württemberg GmbH, p. 100-103 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  48. Changing expectations about speed alters perceived motion direction

    Sotiropoulos, G., Seitz, A. R. & Series, P., 8 Nov 2011, In : Current Biology. 21, 21, p. R883-R884 2 p.

    Research output: Contribution to journalArticle

  49. Changing how Earth System Modelling is done to provide more useful information for decision making, science and society

    Smith, M. J., Palmer, P., Purves, D. W., Vanderwel, M. C., Lyutsarev, V., Calderhead, B., Joppa, L. N., Bishop, C. & Emmott, S., 2014, In : Bulletin of the American Meteorological Society. 95, 9

    Research output: Contribution to journalArticle

  50. Chapter Six – Genetic Analysis of Drosophila Circadian Behavior in Seminatural Conditions

    Green, E. W., O'Callaghan, E. K., Pegoraro, M., Armstrong, J. D., Costa, R. & Kyriacou, C. P., 2015, Circadian Rhythms and Biological Clocks, Part A. Sehgal, A. (ed.). Academic Press, p. 121-133 13 p. (Methods in Enzymology; vol. 559).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  51. Chapter Two - Towards a Systems Level Understanding of the Oxygen Response of Escherichia coli

    Bettenbrock, K., Bai, H., Ederer, M., Green, J., Hellingwerf, K. J., Holcombe, M., Kunz, S., Rolfe, M. D., Sanguinetti, G., Sawodny, O., Sharma, P., Steinsiek, S. & Poole, R. K., 2014, Advances in Microbial Systems Biology. Vol. 64. p. 65 - 114 50 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  52. Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks

    Turner, J., Cano Reyes, J., Radu, V., Crowley, E., O'Boyle, M. & Storkey, A., 13 Dec 2018, Proceedings of the - Workload Characterization (IISWC), 2018 IEEE International Symposium on. Raleigh, North Carolina, USA: Institute of Electrical and Electronics Engineers (IEEE), p. 101-110 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  53. Characterizing binocular eye-movements in reading in esotropic Duane’s Syndrome

    Shillcock, R., Obregon-Sargent, M., Kreiner, H. & Roberts, M., 2011, In : Journal of Eye Movement Research. 4, 3, p. 182-182 1 p.

    Research output: Contribution to journalMeeting abstract

  54. Characterizing response behavior in multisensory perception with conflicting cues

    Natarajan, R., Murray, I., Shams, L. & Zemel, R., 2009, Advances in Neural Information Processing Systems 21. Koller, D., Schuurmans, D., Bengio, Y. & Bottou, L. (eds.). p. 1153-1160 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  55. Charles Bonnet Syndrome: Evidence for a Generative Model in the Cortex?

    Reichert, D. P., Seriès, P., Storkey, A. J. & Gutkin, B. S. (ed.), 18 Jul 2013, In : PLoS Computational Biology. 9, 7, 19 p., e1003134.

    Research output: Contribution to journalArticle

  56. Circadian control of mouse heart rate and blood pressure by the suprachiasmatic nuclei: behavioral effects are more significant than direct outputs

    Sheward, W. J., Naylor, E., Knowles-Barley, S., Armstrong, J. D., Brooker, G. A., Seckl, J. R., Turek, F. W., Holmes, M. C., Zee, P. C. & Harmar, A. J., 22 Mar 2010, In : PLoS ONE. 5, 3, 9 p., e9783.

    Research output: Contribution to journalArticle

  57. Classification of Animal Behaviour Using Dynamic Models of Movement

    Dewar, M. A., Lukins, T. C., Heward, J. A. & Armstrong, D., 2008.

    Research output: Contribution to conferencePoster

  58. Classification of arterial plaque by spectral analysis of in vitro radio frequency intravascular ultrasound data

    Watson, R. J., McLean, C. C., Moore, M. P., Spencer, T., Salter, D. M., Anderson, T., Fox, K. A. A. & McDicken, W. N., Jan 2000, In : Ultrasound in Medicine & Biology. 26, 1, p. 73-80 8 p.

    Research output: Contribution to journalArticle

  59. Classifying chemical mode of action using gene networks and machine learning: A case study with the herbicide linuron

    Ornostay, A., Cowie, A. M., Hindle, M., Baker, C. J. O. & Martyniuk, C. J., 12 Sep 2013, In : Comparative Biochemistry and Physiology - Part D: Genomics and Proteomics. 8, 4, p. 263-274 12 p.

    Research output: Contribution to journalArticle

  60. Cleaning astronomical databases using hough transforms and renewal strings

    Williams, CKI., Storkey, AJ., Hambly, NC. & Mann, RG., 2004, Advances in Scattering and Biomedical Engineering: Proceedings of the Sixth International Workshop. Fotiadis, DI. & Massalas, CV. (eds.). World Scientific, p. 439-452 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  61. Cleaning sky survey databases using Hough transform and renewal string approaches

    Storkey, AJ., Hambly, NC., Williams, CKI. & Mann, RG., 1 Jan 2004, In : Monthly Notices of the Royal Astronomical Society. 347, 1, p. 36-51 16 p.

    Research output: Contribution to journalArticle

  62. Clumps, Clusters and Classification

    Bishop, C., 2004, Computer Systems: Theory, Technology, and Applications. Herbert, A. & Jones, K. (eds.). Springer New York, p. 39-49 11 p. (Monographs in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  63. Clustered Coding Variants in the Glutamate Receptor Complexes of Individuals with Schizophrenia and Bipolar Disorder

    Frank, R. A. W., McRae, A. F., Pocklington, A. J., Van De Lagemaat, L., Navarro, P., Croning, M. D. R., Komiyama, N. H., Bradley, S. J., Challiss, R. A. J., Armstrong, J. D., Finn, R. D., Malloy, M. P., MacLean, A. W., Harris, S. E., Starr, J., Bhaskar, S. S., Howard, E. K., Hunt, S. E., Coffey, A. J., Ranganath, V. & 7 others, Deloukas, P., Rogers, J., Muir, W. J., Deary, I. J., Blackwood, D. H., Visscher, P. M. & Grant, S. G. N., 29 Apr 2011, In : PLoS ONE. 6, 4, p. - 9 p., e19011.

    Research output: Contribution to journalArticle

  64. Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation

    Srivastava, A., Zou, J. & Sutton, C., 27 Jul 2016, Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016). p. 16-20 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  65. Co-Designing Innovations for Energy Saving in Large Organisations

    Morgan, E., Webb, L., Goddard, N., Carter, C. & Webb, J., 14 Jun 2017, DIS '17 Companion Proceedings of the 2017 ACM Conference Companion Publication on Designing Interactive Systems. ACM, p. 50-54 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  66. Co-Designing a Device for Behaviour-Based Energy Reduction in a Large Organisation

    Morgan, E., Webb, L., Carter, C. & Goddard, N., Nov 2018, In : Proceedings of the ACM on Human-Computer Interaction. 2, CSCW, p. 125:1-125:23 23 p., 125.

    Research output: Contribution to journalArticle

  67. CoGNaC: A Chaste Plugin for the Multiscale Simulation of Gene Regulatory Networks Driving the Spatial Dynamics of Tissues and Cancer

    Rubinacci, S., Graudenzi, A., Caravagna, G., Mauri, G., Osborne, J., Pitt-Francis, J. & Antoniotti, M., 1 Sep 2015, In : Cancer Informatics. p. 53-65 13 p.

    Research output: Contribution to journalArticle

  68. ColNet: Embedding the Semantics of Web Tables for Column Type Prediction

    Chen, J., Jiménez-Ruiz, E., Horrocks, I. & Sutton, C., 23 Jul 2019, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19): Thirty-First Conference on Innovative Applications of Artificial Intelligence The Ninth Symposium on Educational Advances in Artificial Intelligence - AAAI Technical Track: AI and the Web. Honolulu, Hawaii, United States: AAAI Press, Vol. 33. p. 29-36 8 p. (Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  69. Collective Segmentation and Labeling of Distant Entities in Information Extraction

    Sutton, C. & McCallum, A., 2004, ICML Workshop on Statistical Relational Learning and Its Connections to Other Fields. 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  70. Combinatorial stresses kill pathogenic Candida species

    Kaloriti, D., Tillmann, A., Cook, E., Jacobsen, M., You, T., Lenardon, M., Ames, L., Barahona, M., Chandrasekaran, K., Coghill, G., Goodman, D., Gow, N. A. R., Grebogi, C., Ho, H. L., Ingram, P., McDonagh, A., De Moura, A. P. S., Pang, W., Puttnam, M., Radmaneshfar, E. & 10 others, Romano, M. C., Silk, D., Stark, J., Stumpf, M., Thiel, M., Thorne, T., Usher, J., Yin, Z., Haynes, K. & Brown, A. J. P., 1 Oct 2012, In : Medical Mycology. 50, 7, p. 699-709 11 p.

    Research output: Contribution to journalArticle

  71. Combining belief networks and neural networks for scene segmentation

    Feng, X., Williams, C. K. I. & Felderhof, S. N., 1 Apr 2002, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 4, p. 467-483 17 p.

    Research output: Contribution to journalArticle

  72. Combining neural networks and belief networks for image segmentation

    Williams, C. K. I. & Feng, X., 1 Aug 1998, Neural Networks for Signal Processing VIII, 1998. Proceedings of the 1998 IEEE Signal Processing Society Workshop. Institute of Electrical and Electronics Engineers (IEEE), p. 393-401 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  73. Combining tree-based and dynamical systems for the inference of gene regulatory networks

    Huynh-Thu, V. A. & Sanguinetti, G., 15 May 2015, In : Bioinformatics. 31, 10, p. 1614-1622 9 p.

    Research output: Contribution to journalArticle

  74. Combining two methods of recognizing hand-printed digits

    E. Hinton, G., Williams, C. K. I. & Revow, M. D., 1992, In : Artificial Neural Networks. 2, p. 53-60 8 p.

    Research output: Contribution to journalArticle

  75. Common variants at the MHC locus and at chromosome 16q24.1 predispose to Barrett's esophagus

    Su, Z., Gay, L. J., Strange, A., Palles, C., Band, G., Whiteman, D. C., Lescai, F., Langford, C., Nanji, M., Edkins, S., Van Der Winkel, A., Levine, D., Sasieni, P., Bellenguez, C., Howarth, K., Freeman, C., Trudgill, N., Tucker, A. T., Pirinen, M., Peppelenbosch, M. P. & 124 others, Van Der Laan, L. J. W., Kuipers, E. J., Drenth, J. P. H., Peters, W. H., Reynolds, J. V., Kelleher, D. P., Mcmanus, R., Grabsch, H., Prenen, H., Bisschops, R., Krishnadath, K., Siersema, P. D., Van Baal, J. W. P. M., Middleton, M., Petty, R., Gillies, R., Burch, N., Bhandari, P., Paterson, S., Edwards, C., Penman, I., Vaidya, K., Ang, Y., Murray, I., Patel, P., Ye, W., Mullins, P., Wu, A. H., Bird, N. C., Dallal, H., Shaheen, N. J., Murray, L. J., Koss, K., Bernstein, L., Romero, Y., Hardie, L. J., Zhang, R., Winter, H., Corley, D. A., Panter, S., Risch, H. A., Reid, B. J., Sargeant, I., Gammon, M. D., Smart, H., Dhar, A., Mcmurtry, H., Ali, H., Liu, G., Casson, A. G., Chow, W., Rutter, M., Tawil, A., Morris, D., Nwokolo, C., Isaacs, P., Rodgers, C., Ragunath, K., Macdonald, C., Haigh, C., Monk, D., Davies, G., Wajed, S., Johnston, D., Gibbons, M., Cullen, S., Church, N., Langley, R., Griffin, M., Alderson, D., Deloukas, P., Hunt, S. E., Gray, E., Dronov, S., Potter, S. C., Tashakkori-ghanbaria, A., Anderson, M., Brooks, C., Blackwell, J. M., Bramon, E., Brown, M. A., Casas, J. P., Corvin, A., Duncanson, A., Markus, H. S., Mathew, C. G., Palmer, C. N. A., Plomin, R., Rautanen, A., Sawcer, S. J., Trembath, R. C., Viswanathan, A. C., Wood, N., Trynka, G., Wijmenga, C., Cazier, J., Atherfold, P., Nicholson, A. M., Gellatly, N. L., Glancy, D., Cooper, S. C., Cunningham, D., Lind, T., Hapeshi, J., Ferry, D., Rathbone, B., Brown, J., Love, S., Attwood, S., Macgregor, S., Watson, P., Sanders, S., Ek, W., Harrison, R. F., Moayyedi, P., De Caestecker, J., Barr, H., Stupka, E., Vaughan, T. L., Peltonen, L., Spencer, C. C. A., Tomlinson, I., Donnelly, P. & Jankowski, J. A. Z., 1 Oct 2012, In : Nature Genetics. 44, 10, p. 1131-1136

    Research output: Contribution to journalArticle

  76. Compact Explanations of Why Malware is Bad

    Chen, W., Sutton, C., Gordon, A., Aspinall, D., Muttik, I. & Shen, Q., 10 Aug 2015, (Accepted/In press) AI4FM 2015. 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  77. Comparing Bayesian Neural Network Algorithms for Classifying Segmented Outdoor Images

    Vivarelli, F. & Williams, C. K. I., 1 May 2001, In : Neural Networks. 14, 4-5, p. 427-437 11 p.

    Research output: Contribution to journalArticle

  78. Comparing Mean Field and Exact EM in Tree Structured Belief Networks

    Adams, N. J., Williams, C. K. I. & Storkey, A. J., 2001, In Fourth International ICSC Symposium on Soft Computing and Intelligent Systems for Industry. ICSC-NAISO Adademic. Thoemmes Press, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  79. Comparing Probabilistic Models for Melodic Sequences

    Spiliopoulou, A. & Storkey, A., 2011, MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT III. Gunopulos, D., Hofmann, T., Malerba, D. & Vazirgiannis, M. (eds.). BERLIN: Springer-Verlag Berlin Heidelberg, p. 289-304 16 p. (Lecture Notes in Artificial Intelligence; vol. 6913).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  80. Comparison of Generative and Discriminative Techniques for Object Detection and Classification

    Ulusoy, I. & Bishop, C., 2006, Toward Category-Level Object Recognition. Ponce, J., Hebert, M., Schmid, C. & Zisserman, A. (eds.). Springer Berlin Heidelberg, p. 173-195 23 p. (Lecture Notes in Computer Science; vol. 4170).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  81. Comparison of different moment-closure approximations for stochastic chemical kinetics

    Schnoerr, D., Sanguinetti, G. & Grima, R., 14 Nov 2015, In : The Journal of Chemical Physics. 143, 18, 17 p., 185101.

    Research output: Contribution to journalArticle

  82. Compensations for Diminished Terminal Oxidase Activity in Escherichia coli: Cytochrome bd-II-Mediated Respiration and Glutamate Metabolism

    Shepherd, M., Sanguinetti, G., Cook, G. M. & Poole, R. K., 11 Jun 2010, In : Journal of Biological Chemistry. 285, 24, p. 18464-18472 9 p.

    Research output: Contribution to journalArticle

  83. Compiling and Optimizing for Decoupled Architectures

    Topham, N., Rawsthorne, A., McLean, C., Mewissen, M. & Bird, P., 1995, Supercomputing, 1995. Proceedings of the IEEE/ACM SC95 Conference. Institute of Electrical and Electronics Engineers (IEEE), p. 40-40 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  84. Complex-Valued Independent Component Analysis of Natural Images

    Laparra, V., Gutmann, M. U., Malo, J. & Hyvärinen, A., 2011, Artificial Neural Networks and Machine Learning -- ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II. Honkela, T., Duch, W., Girolami, M. & Kaski, S. (eds.). Berlin, Heidelberg: Springer Berlin Heidelberg, p. 213-220 8 p. (Lecture Notes in Computer Science; vol. 6792).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  85. Complexity Leadership in Learning Analytics: Drivers, Challenges, and Opportunities

    Tsai, Y-S., Poquet, O., Gašević, D., Dawson, S. & Pardo, A., 21 Oct 2019, In : British Journal of Educational Technology. 50, 6, p. 2839–2854

    Research output: Contribution to journalArticle

  86. Complexity and specificity of experimentally induced expectations in motion perception

    Gekas, N., Chalk, M., Seitz, A. R. & Seriès, P., 1 Jan 2013, p. 355. 1 p.

    Research output: Contribution to conferencePoster

  87. Complexity and specificity of experimentally-induced expectations in motion perception

    Chalk, M., Seitz, A. R., Seriès, P. & Gekas, N., Mar 2013, In : Journal of Vision. 13, 4, 8.

    Research output: Contribution to journalArticle

  88. Composite denoising autoencoders

    Geras, K. & Sutton, C., 4 Sep 2016, Machine Learning and Knowledge Discovery in Databases: European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2016. Springer International Publishing, p. 681-696 16 p. (Lecture Notes in Computer Science (LNCS); vol. 9851).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  89. Composition of Conditional Random Fields for Transfer Learning

    Sutton, C. & McCallum, A., 1 Oct 2005, Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing. Vancouver, British Columbia, Canada: Association for Computational Linguistics, p. 748-754 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  90. Computation With Infinite Neural Networks

    Williams, C. K. I., 1 Jul 1997, In : Neural Computation. 10, 5, p. 1203-1216 14 p.

    Research output: Contribution to journalArticle

  91. Computation with populations codes in layered networks of integrate-and-fire neurons

    van Rossum, M. C. W. & Renart, A., 2004, In : Neurocomputing. 58-60, 0, p. 265 - 270

    Research output: Contribution to journalArticle

  92. Computational Maps in the Visual Cortex

    Miikkulainen, R., Bednar, J., Choe, Y. & Sirosh, J., 2005, New York: Springer New York.

    Research output: Book/ReportBook

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