Professor Roderick Murray-Smith

  • Professor (Computing Science)

telephone: 01413304984
email: Roderick.Murray-Smith@glasgow.ac.uk

Room AW302, Computing Science, 18 Lilybank Gardens, Glasgow G12 8QQ

ORCID iDhttps://orcid.org/0000-0003-4228-7962

Biography

I am a member of the Information, Data and Analysis Section, and the Inference, Dynamics and Interaction Research Group.

Biography:
I am a Professor of Computing Science at the University of Glasgow, in the "Inference, Dynamics and Interaction" research group. I work in the overlap between machine learning, interaction design and control theory. In recent years my research has included quantum imaging, music recommender systems, multimodal sensor-based interaction with mobile devices, mobile spatial interaction, Brain-Computer interaction and nonparametric machine learning. Prior to this I held positions at the Hamilton Institute, NUIM, Technical University of Denmark, M.I.T., and Daimler-Benz Research, Berlin. I work closely with the mobile phone industry, having worked together with Nokia, Samsung, FT/Orange, Bang & Olufsen and Microsoft. He was a member of Nokia's Scientific Advisory Board.  I was the Director of the SICSA research pool, and the founding Head of Section of the Information, Data & Analysis Section in the School of Computing Science.

Research interests

Personal site: http://www.dcs.gla.ac.uk/~rod/

Research overview

Research Interests:

- Closed-loop Data Science
- Machine Learning in Science
- Mobile Human Computer Interaction
- Dynamic Systems
- Probabilistic Inference

Publications

List by: Type | Date

Jump to: 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996 | 1995 | 1994 | 1993 | 1992
Number of items: 179.

2021

Bin, M. et al. (2021) Post-lockdown abatement of COVID-19 by fast periodic switching. PLoS Computational Biology, 17(1), e1008604. (doi: 10.1371/journal.pcbi.1008604) (PMID:33476332)

2020

Yilmaz, S., Dudkina, E., Bin, M., Crisostomi, E., Ferraro, P., Murray-Smith, R. , Parisini, T., Stone, L. and Shorten, R. (2020) Kemeny-based testing for COVID-19. PLoS ONE, 15(11), e0242401. (doi: 10.1371/journal.pone.0242401)

Quiros, A. C., Murray-Smith, R. and Yuan, K. (2020) PathologyGAN: Learning Deep Representations of Cancer Tissue. Proceedings of Machine Learning Research, 124, pp. 669-695.

Tonolini, F., Radford, J., Turpin, A. , Faccio, D. and Murray-Smith, R. (2020) Variational inference for computational imaging inverse problems. Journal of Machine Learning Research, 21(179), pp. 1-46.

Turpin, A. et al. (2020) Spatial images from temporal data. Optica, 7(8), pp. 900-905. (doi: 10.1364/OPTICA.392465)

Williamson, J. H. , Quek, M., Popescu, I., Ramsay, A. and Murray-Smith, R. (2020) Efficient human-machine control with asymmetric marginal reliability input devices. PLoS ONE, 15(6), e0233603. (doi: 10.1371/journal.pone.0233603)

2019

Ireland, D.G. , Doring, M., Glazier, D.I., Haidenbauer, J., Mai, M., Murray-Smith, R. and Ronchen, D. (2019) Kaon photoproduction and the Lambda decay parameter alpha. Physical Review Letters, 123, 182301. (doi: 10.1103/PhysRevLett.123.182301)

Tonolini, F., Jensen, B. S. and Murray-Smith, R. (2019) Variational Sparse Coding. In: Conference on Uncertainty in Artificial Intelligence (UAI 2019), Tel Aviv, Israel, 22-25 July 2019,

Caramazza, P., Moran, O., Murray-Smith, R. and Faccio, D. (2019) Transmission of natural scene images through a multimode fibre. Nature Communications, 10, 2029. (doi: 10.1038/s41467-019-10057-8) (PMID:31048712) (PMCID:PMC6497636)

Radwell, N., Johnson, S. D. , Edgar, M. P., Higham, C. F., Murray-Smith, R. and Padgett, M. J. (2019) Deep learning optimized single-pixel LiDAR. Applied Physics Letters, 115(23), 231101. (doi: 10.1063/1.5128621)

2018

Moran, O., Caramazza, P., Faccio, D. and Murray-Smith, R. (2018) Deep, Complex, Invertible Networks for Inversion of Transmission Effects in Multimode Optical Fibres. In: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada, 02-08 Dec 2018,

Angelov, A., Robertson, A., Murray-Smith, R. and Fioranelli, F. (2018) Practical classification of different moving targets using automotive radar and deep neural networks. IET Radar, Sonar and Navigation, 12(10), pp. 1082-1089. (doi: 10.1049/iet-rsn.2018.0103)

Caramazza, P., Boccolini, A., Buschek, D., Hullin, M., Higham, C. F., Henderson, R., Murray-Smith, R. and Faccio, D. (2018) Neural network identification of people hidden from view with a single-pixel, single-photon detector. Scientific Reports, 8, 11945. (doi: 10.1038/s41598-018-30390-0) (PMID:30093701) (PMCID:PMC6085360)

Higham, C. F., Murray-Smith, R. , Padgett, M. J. and Edgar, M. P. (2018) Deep learning for real-time single-pixel video. Scientific Reports, 8, 2369. (doi: 10.1038/s41598-018-20521-y) (PMID:29403059) (PMCID:PMC5799195)

Murray-Smith, R. (2018) Control theory, dynamics and continuous interaction. In: Oulasvirta, A., Kristensson, P. O., Bi, X. and Howes, A. (eds.) Computational Interaction. Oxford University Press: Oxford, pp. 17-42. ISBN 9780198799603

2017

Loriette, A., Murray-Smith, R. , Stein, S. and Williamson, J. (2017) Gesture Typing on Virtual Tabletop: Effect of Input Dimensions on Performance. In: ACM International Conference on Interactive Surfaces and Spaces (ISS '17), Brighton, UK, 17-20 Oct 2017, pp. 330-335. ISBN 9781450346917 (doi:10.1145/3132272.3135074)

Müller-Putz, G.R. et al. (2017) Moregrasp: Restoration of Upper Limb Function in Individuals with High Spinal Cord Injury by Multimodal Neuroprostheses for Interaction in Daily Activities. In: 7th Graz Brain-Computer Interface Conference 2017, Graz, Austria, 18-22 Sep 2017, pp. 338-343. ISBN 9783851255331 (doi:10.3217/978-3-85125-533-1-62)

Luzhnica, G., Stein, S. , Veas, E., Pammer, V., Williamson, J. and Murray Smith, R. (2017) Personalising Vibrotactile Displays through Perceptual Sensitivity Adjustment. In: 21st International Symposium on Wearable Computers (ISWC 2017), Maui, HI, USA, 11-15 Sept 2017, pp. 66-73. ISBN 9781450351881 (doi:10.1145/3123021.3123029)

Müller, J., Oulasvirta, A. and Murray-Smith, R. (2017) Control theoretic models of pointing. ACM Transactions on Computer-Human Interaction, 24(4), 27. (doi: 10.1145/3121431)

Feng, S., Murray-Smith, R. and Ramsay, A. (2017) Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement. International Journal of Machine Learning and Cybernetics, 8(4), pp. 1167-1184. (doi: 10.1007/s13042-015-0488-5)

Caramazza, P., Boccolini, A., Musarra, G., Hullin, M., Murray-Smith, R. and Faccio, D. (2017) Machine Learning Assisted Identification of People Hidden Behind a Corner. In: Computational Optical Sensing and Imaging 2017, San Francisco, CA., 26-29 June 2017, CTu4B.3. ISBN 9781943580293 (doi:10.1364/COSI.2017.CTu4B.3)

Murray-Smith, R. (2017) Stratified, Computational Interaction Via Machine Learning. In: Eighteenth Yale Workshop on Adaptive and Learning Systems, New Haven, CT, USA, 21-23 June 2017, pp. 95-101.

2016

Norrie, L. and Murray-Smith, R. (2016) Notification display choice for smartphone users: investigating the impact of notification displays on a typing task. International Journal of Mobile Human Computer Interaction, 8(4), pp. 85-103. (doi: 10.4018/IJMHCI.2016100105)

Musić, J., Weir, D., Murray-Smith, R. and Rogers, S. (2016) Modelling and correcting for the impact of the gait cycle on touch screen typing accuracy. mUX: The Journal of Mobile User Experience, 5, 1. (doi: 10.1186/s13678-016-0002-3)

Mtema, Z. et al. (2016) Mobile phones as surveillance tools: implementing and evaluating a large-scale intersectoral surveillance system for rabies in Tanzania. PLoS Medicine, 13(4), e1002002. (doi: 10.1371/journal.pmed.1002002) (PMID:27070315) (PMCID:PMC4829224)

Feng, S. and Murray-Smith, R. (2016) Transformations of Gaussian Process priors for user matching. International Journal of Human-Computer Studies, 86, pp. 32-47. (doi: 10.1016/j.ijhcs.2015.09.001)

Sollfrank, T., Ramsay, A. , Perdikis, S., Williamson, J. , Murray-Smith, R. , Leeb, R., Millán, J.d.R. and Kübler, A. (2016) The effect of multimodal and enriched feedback on SMR-BCI performance. Clinical Neurophysiology, 127(1), pp. 490-498. (doi: 10.1016/j.clinph.2015.06.004) (PMID:26138148)

Musić, J. and Murray-Smith, R. (2016) Nomadic input on mobile devices: the influence of touch input technique and walking speed on performance and offset modeling. Human–Computer Interaction, 31(5), pp. 420-471. (doi: 10.1080/07370024.2015.1071195)

Norrie, L. and Murray-Smith, R. (2016) Investigating UI displacements in an Adaptive Mobile Homescreen. International Journal of Mobile Human Computer Interaction, 8(3), pp. 1-18. (doi: 10.4018/IJMHCI.2016070101.oa)

2015

Norrie, L. and Murray-Smith, R. (2015) Cast together: inclusive and unobtrusive mobile interactions with a situated display. In: PerDis '15: 4th International Symposium on Pervasive Displays, Saarbrücken, Germany, 10-12 Jun 2015, pp. 237-238. ISBN 9781450336086 (doi:10.1145/2757710.2776800)

Trendafilov, D., Murray-Smith, R. and Polani, D. (2015) Empowerment as a metric for optimization in HCI. In: CHI 2015: Workshop on Principles, Techniques and Perspectives on Optimization and HCI, Seoul, Korea, 19 Apr 2015,

Kristensson, P. O., Bi, X., Howes, A., Oulasvirta, A., Murray-Smith, R. , Thimbleby, H., Williamson, J. and Zhai, S. (2015) Principles, techniques and perspectives on optimization and HCI. In: 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA '15), Seoul, Korea, 18-23 Apr 2015, pp. 2441-2444. ISBN 9781450331463 (doi:10.1145/2702613.2702662)

Boland, D., McLachlan, R. and Murray-Smith, R. (2015) Engaging with mobile music retrieval. In: MobileHCI 2015, Copenhagen, Denmark, 24-27 Aug 2015, pp. 484-493. ISBN 9781450336529 (doi:10.1145/2785830.2785846)

McGill, M., Boland, D., Murray-Smith, R. and Brewster, S. (2015) A Dose of Reality: Overcoming Usability Challenges in VR Head-Mounted Displays. In: CHI 2015, Seoul, Republic of Korea, 18-23 Apr 2015, pp. 2143-2152. ISBN 9781450331456 (doi:10.1145/2702123.2702382)

Norrie, L. and Murray-Smith, R. (2015) Impact of smartphone notification display choice in a typing task. In: MobileHCI 2015: 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, 24-27 Aug 2015, (doi:10.1145/2786567.2794335)

Trendafilov, D., Polani, D. and Murray-Smith, R. (2015) Model of Coordination Flow in Remote Collaborative Interaction. In: 17th UKSIM-AMSS International Conference on Modelling and Simulation, Cambridge, UK, 25-27 Mar 2015,

Vad, B., Williamson, J. , Boland, D., Murray-Smith, R. and Steffensen, P. (2015) Exploring music with a probabilistic projection interface. In: Machine Learning for Music Discovery Workshop, Lille, France, 11 Jul 2015,

Vad, B., Boland, D., Williamson, J. , Murray-Smith, R. and Steffensen, P. B. (2015) Design and Evaluation of a Probabilistic Music Projection Interface. In: 16th International Society for Music Information Retrieval Conference, Malaga, Spain, 26-30 Oct 2015,

2014

Perdikis, S., Leeb, R., Williamson, J. , Ramsay, A. , Tavella, M., Desideri, L., Hoogerwerf, E.-J., Al-Khodairy, A., Murray-Smith, R. and Millán, J.d.R. (2014) Clinical evaluation of BrainTree, a motor imagery hybrid BCI speller. Journal of Neural Engineering, 11(3), 036003. (doi: 10.1088/1741-2560/11/3/036003)

Boland, D. and Murray-Smith, R. (2014) Information-theoretic measures of music listening behaviour. In: 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, 27-31 Oct 2014,

Crossan, A., Lefebvre, G., Zijp-Rouzier, S. and Murray-Smith, R. (2014) A multimodal contact list to enhance remote communication. Lecture Notes in Computer Science, 8045, pp. 84-100. (doi: 10.1007/978-3-642-54325-8_9)

Feng, S. and Murray-Smith, R. (2014) Fusing kinect sensor and inertial sensors with multi-rate Kalman filter. In: IET Conference on Data Fusion & Target Tracking 2014: Algorithms and Applications (DF&TT 2014), Liverpool, UK, 30 Apr 2014, pp. 1-8. (doi:10.1049/cp.2014.0527)

Noor, M. F. M., Ramsay, A. , Hughes, S., Rogers, S. , Williamson, J. and Murray-Smith, R. (2014) 28 frames later: predicting screen touches from back-of-device grip changes. In: CHI 2014: ACM CHI Conference on Human Factors in Computing Systems, Toronto, Canada, 26 April - 1 May 2014, pp. 2005-2008. ISBN 9781450324731 (doi:10.1145/2556288.2557148)

Trendafilov, D., Lemmelä, S. and Murray-Smith, R. (2014) Negotiation models for mobile tactile interaction. Lecture Notes in Computer Science, 8045, pp. 64-73. (doi: 10.1007/978-3-642-54325-8_7)

2013

Trendafilovv, D. and Murray-Smith, R. (2013) Information-theoretic characterization of uncertainty in manual control. In: IEEE International Conference on Systems, Man and Cybertnetics, Manchester, UK, 13-16 Oct 2013, pp. 4913-4918. (doi:10.1109/SMC.2013.835)

Visell, Y., Murray-Smith, R. , Brewster, S. and Williamson, J. (2013) Continuous auditory and tactile interaction design. In: Franinovic, K. and Serafin, S. (eds.) Sonic Interaction Design. MIT Press, pp. 77-124. ISBN 9780262018685

Boland, D., McLachlan, R. and Murray-Smith, R. (2013) Inferring Music Selections for Casual Music Interaction. In: EuroHCIR, Dublin, 1 Aug 2013,

Boland, D. and Murray-Smith, R. (2013) Finding My Beat: Personalised Rhythmic Filtering for Mobile Music Interaction. In: MobileHCI 2013, Munich, Germany, 27-30 Aug 2013,

Buschek, D., Rogers, S. and Murray-Smith, R. (2013) User-specific touch models in a cross-device context. In: MobileHCI 2013, Munich, Germany, 27-30 Aug 2013,

Norrie, L., Koelle, M., Murray-Smith, R. and Kranz, M. (2013) Putting books back on the shelf. In: 12th International Conference on Mobile and Ubiquitous Multimedia, Luleå, Sweden, 2-5 Dec 2013, pp. 1-2. (doi:10.1145/2541831.2541871)

Pohl, H. and Murray-Smith, R. (2013) Focused and Casual Interactions: Allowing Users to Vary Their Level of Engagement. In: ACM SIGCHI Conference on Human Factors in Computing Systems, Paris, France, 27 Apr - 2 May 2013, pp. 2223-2232. ISBN 9781450318990 (doi:10.1145/2470654.2481307)

2012

Robinson, S., Jones, M., Williamson, J. , Murray-Smith, R. , Eslambolchilar, P. and Lindborg, M. (2012) Navigation your way: from spontaneous independent exploration to dynamic social journeys. Personal and Ubiquitous Computing, 16(8), pp. 973-985. (doi: 10.1007/s00779-011-0457-2)

Buchwald, E., Eg Larsen, J. and Murray-Smith, R. (2012) Mobile context-aware support for public transportation users. In: Lovett, T. and O'Neil, E. (eds.) Mobile Context Awareness. Springer, pp. 133-142. (doi:10.1007/978-0-85729-625-2_8)

Lamont, S., Bowman, R., Williamson, J. , Rath, M., Murray-Smith, R. and Padgett, M.J. (2012) Touching the Micron: Tactile Interactions with an Optical Tweezer. In: MobileHCI 2012, San Francisco, 21-24 September 2012,

Quek, M., Höhne, J., Murray-Smith, R. and Tangermann, M. (2012) Designing future BCIs: Beyond the bit rate. In: Allison, B., Dunne, S., Leeb, R., Millan, J.D.R. and Nijholt, A. (eds.) Towards Practical Brain-Computer Interfaces: Bridging the Gap from Research to Real-world Applications. Springer, pp. 173-196. ISBN 9783642297458 (doi:10.1007/978-3-642-29746-5_9)

Quek, M., Ramsay, A. , Crossan, A., Riccio, A., Schreuder, M., Höhne, S., Mattia, D., Tangermann, M. and Murray-Smith, R. (2012) A BCI-controlled photobrowser for social integration: perspectives of friends and family. In: TOBI Workshop III: Bringing BCIs to End-Users: Facing the Challenge Evaluation, User Perspectives, User Needs, and Ethical Questions, Würzburg, Germany, 20-22 Mar 2012, pp. 87-88.

Schreuder, M., Riccio, A., Ramsay, A. , Dähne, J., Quek, M., Crossan, A., Mattia, D., Murray-Smith, R. and Tangermann, M. (2012) End user performance in a novel social BCI application: the photobrowser. In: TOBI Workshop III: Bringing BCIs to End-Users: Facing the Challenge Evaluation, User Perspectives, User Needs, and Ethical Questions, Würzburg, Germany, 20-22 Mar 2012,

Weir, D., Rogers, S. , Murray-Smith, R. and Löchtefeld, M. (2012) A user-specific Machine Learning approach for improving touch accuracy on mobile devices. In: 25th ACM Symposium on User Interface Software and Technology, Cambridge, MA, 7-10 Oct 2012, (doi:10.1145/2380116.2380175)

Williamson, J. and Murray-Smith, R. (2012) Rewarding the original: explorations in joint user-sensor motion spaces. In: ACM Annual Conference on Human Factors in Computing Systems, Austin, Texas, 5-10 May 2012, pp. 1717-1726. (doi:10.1145/2207676.2208301)

2011

Tangermann, M., Schreuder, M., Dähne, J., Regler, S., Ramsay, A. , Quek, M., Williamson, J. and Murray-Smith, R. (2011) Optimized stimulation events for a visual ERP BCI. International Journal of Bioelectromagnetism, 13(3), pp. 119-120.

Boland, D., Quek, M., Tangermann, M., Williamson, J. and Murray-Smith, R. (2011) Using simulated input into brain-computer interfaces for user-centred design. International Journal of Bioelectromagnetism, 13(2), pp. 86-87.

Kaufmann, T., Williamson, J. , Hammer, E., Murray-Smith, R. and Kübler, A. (2011) Visually multimodal vs. classic unimodal feedback approach for SMR-BCI: a comparison study. International Journal of Bioelectromagnetism, 13(2), pp. 80-81.

Norrie, L. and Murray-Smith, R. (2011) Virtual sensors: rapid prototyping of ubiquitous interaction with a mobile phone and a Kinect. In: MobileHCI 2011, Stockholm, 30 Aug - 2 Sep 2011,

Quek, M., Boland, D., Williamson, J., Murray-Smith, R. , Tavella, M., Perdikis, S., Schreuder, M. and Tangermann, M. (2011) Simulating the feel of brain-computer interfaces for design, development and social interaction. In: 2011 Annual Conference on Human Factors in Computing Systems, Vancouver, Canada, 7-12 May, 2011, p. 25. (doi:10.1145/1978942.1978947)

Rogers, S. , Williamson, J. , Stewart, C. and Murray-Smith, R. (2011) AnglePose: robust, precise capacitive touch tracking via 3d orientation estimation. In: CHI 2011 : ACM CHI Conference on Human Factors in Computing Systems, Vancouver, B.C., 7-12 May 2011, pp. 2575-2584. (doi:10.1145/1978942.1979318)

Tangermann, M., Höhne, J., Schreuder, M., Sagebaum, M., Blankertz, B., Ramsay, A. and Murray-Smith, R. (2011) Data driven neuroergonomic optimization of BCI stimuli. In: 5th International Brain-Computer Interface Conference 2011, Graz, Austria, 22-24 Sep 2011,

Trendafilov, D., Vazquez-Alvarez, Y., Lemmelä, S. and Murray-Smith, R. (2011) Can we work this out?: An evaluation of remote collaborative interaction in a mobile shared environment. In: MobileHCI 2011, Stockholm, 30 Aug - 2 Sep 2011,

Trendafilov, D., Vazquez-Alvarez, Y., Lemmela, S. and Murray-Smith, R. (2011) 'Can we work this out?: an evaluation of remote collaborative interaction in a mobile shared environment. In: 13th International Conference on Human Computer Interaction with Mobile Devices and Services, MobileHCI '11, Stockholm, Sweden, 30 Aug - 2 Sep 2011, pp. 499-502.

2010

del R. Millan, J. et al. (2010) Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges. Frontiers in Neuroprosthetics, 4, p. 161. (doi: 10.3389/fnins.2010.00161)

Eslambolchilar, P. and Murray-Smith, R. (2010) A model-based approach to analysis and calibration of sensor-based human interaction loops. International Journal of Mobile Human Computer Interaction, 2(1), pp. 48-72. (doi: 10.4018/jmhci.2010100603)

Music, J. and Murray-Smith, R. (2010) Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation. In: De Sá, M., Carriço, L.M. and Correia, N. (eds.) Proceedings of the 12th International Conference on Human Computer Interaction with Mobile Devices and Services, Lisbon, Portugal, 7-10 September 2010. Association for Computing Machinery: New York, USA. ISBN 9781605588353 (doi:10.1145/1851600.1851654)

Robinson, S., Jones, M., Eslambolchilar, P., Murray-Smith, R. and Lindborg, M. (2010) I did it my way: moving away from the tyranny of turn-by-turn pedestrian navigation. In: De Sá, M., Carriço, L.M. and Correia, N. (eds.) Proceedings of the 12th International Conference on Human Computer Interaction with Mobile Devices and Services, Lisbon, Portugal, 7-10 September 2010. Association for Computing Machinery: New York, USA, pp. 341-344. ISBN 9781605588353 (doi:10.1145/1851600.1851660)

Rogers, S. , Williamson, J. , Stewart, C. and Murray-Smith, R. (2010) FingerCloud: uncertainty and autonomy handover incapacitive sensing. In: Mynatt, E. and Schoner, D. (eds.) CHI '10: Proceedings of the 28th International Conference on Human Factors in Computing Systems, 12-15 April 2010, Atlanta, USA. Association for Computing Machinery: New York, NY, USA, pp. 577-580. ISBN 9781605589299 (doi:10.1145/1753326.1753412)

Vinciarelli, A. , Murray-Smith, R. and Bourlard, H. (2010) Mobile social signal processing: vision and research issues. In: International Workshop on Mobile HCI, Lisbon, Portugal, 7 Sept 2010, pp. 513-516.

Williamson, J. and Murray-Smith, R. (2010) Multimodal excitatory interfaces with automatic content classification. In: Dubois, E., Gray, P. and Nigay, L. (eds.) Engineering of Mixed Reality Systems. Series: Human-computer interaction series. Springer: London, UK, pp. 233-250. ISBN 9781848827325 (doi:10.1007/978-1-84882-733-2_12)

Williamson, J. , Ramsay, A. , Quek, M., Tangermann, M., Schreuder, M., Viduarre, C. and Murray-Smith, R. (2010) A P300-based image browser with automatic stimulation optimization. In: TOBI Workshop II: Translational Issues in BCI Development: User Needs, Ethics, and Technology Transfer, Rome, Italy, 2-3 Dec 2010,

Williamson, J. , Robinson, S., Stewart, C., Murray-Smith, R. , Jones, M. and Brewster, S. (2010) Social gravity: a virtual elastic tether for casual, privacy-preserving pedestrian rendezvous. In: CHI '10: Proceedings of the 28th international conference on Human factors in computing systems, Atlanta, USA, 10-15 April 2010, pp. 1485-1494. (doi:10.1145/1753326.1753548)

2009

Williamson, J. , Murray-Smith, R. , Blankertz, B., Krauledat, M. and Muller, K.-R. (2009) Designing for uncertain, asymmetric control: interaction design for brain-computer interfaces. International Journal of Human-Computer Studies, 67(10), pp. 827-841. (doi: 10.1016/j.ijhcs.2009.05.009)

Strachan, S. and Murray-Smith, R. (2009) Bearing-based selection in mobile spatial interaction. Personal and Ubiquitous Computing, 13(4), pp. 265-280. (doi: 10.1007/s00779-008-0205-4)

Brewster, S. , Murray-Smith, R. , Crossan, A., Vasquez-Alvarez, Y. and Rico, J. (2009) The GAIME project: gestural and auditory interactions for mobile environments. In: Whole Body Interaction Workshop, ACM CHI 2009, Boston, MA, USA, 5 April 2009,

Brewster, S.A. , Murray-Smith, R. , Crossan, A., Vasquez-Alvarez, Y. and Rico, J. (2009) Multimodal interactions for expressive interfaces. In: Proceedings of First International Workshop on Expressive Interaction for Sustainability and Empowerment, London, UK, 29-30 Oct 2009, pp. 25-32.

Crossan, A., McGill, M., Brewster, S. and Murray-Smith, R. (2009) Head tilting for interaction in mobile contexts. In: Eisenhauer, M., Jarke, M. and Wulf, V. (eds.) Proceedings of the 11th International Conference on Human-Computing Interaction with Mobile Devices and Services: 15-18 September 2009, Bonn, Germany. Association for Computing Machinery: New York, NY, USA, pp. 1-10. ISBN 9781605582818

Crossan, A., Murray-Smith, R. , Brewster, S. and Musizza, B. (2009) Instrumented usability analysis for mobile devices. International Journal of Mobile Human Computer Interaction, 1(1), pp. 1-19. (doi: 10.4018/jmhci.2009010101)

Murray-Smith, R. (2009) Empowering people rather than connecting them. International Journal of Mobile Human Computer Interaction, 1(3), pp. 18-28. (doi: 10.4018/jmhci.2009070103)

Strachan, S. and Murray-Smith, R. (2009) Nonvisual, distal tracking of mobile remote agents in geosocial interaction. Lecture Notes in Computer Science, 5561, pp. 88-102. (doi: 10.1007/978-3-642-01721-6_6)

2008

Eslambolchilar, P. and Murray-Smith, R. (2008) Control centric approach in designing scrolling and zooming user interfaces. International Journal of Human-Computer Studies, 66(12), pp. 838-856. (doi: 10.1016/j.ijhcs.2008.07.005)

Crossan, A., Murray-Smith, R. , Brewster, S. , Kelly, J. and Musizza, B. (2008) Instrumented usability analysis for mobile devices: gait phase effects. In: Lumsden, J. (ed.) Handbook of Research on User Interface Design and Evaluation for Mobile Technology. Information Science Reference: Hershey, PA, USA, pp. 927-944. ISBN 9781599048710

Crossan, A., Williamson, J. , Brewster, S. and Murray-Smith, R. (2008) Wrist rotation for interaction in mobile contexts. In: Hofte, H.D. and Mulder, I. (eds.) Proceedings of the 10th International Conference on Human Computer Interaction with Mobile Devices and Services : September 2-5, 2008, Amsterdam, The Netherlands. Series: ACM conference proceedings series (568). Association for Computing Machinery: New York, NY, USA, pp. 435-438. ISBN 9781595939524

Eslambolchilar, P., Crossan, A., Murray-Smith, R. , Dalzel-Job, S. and Pollick, F. (2008) Model-based target sonification in small screen devices: perception and action. In: Lumsden, J. (ed.) Handbook of Research on User Interface Design and Evaluation for Mobile Technology. Information Science Reference: Hershey, PA, USA, pp. 487-506. ISBN 9781599048710

Eslambolchilar, P. and Murray-Smith, R. (2008) Interact, excite, and feel. In: van den Hoven, E. and Mazalek, A. (eds.) Proceedings of the 2nd International Conference on Tangible and Embedded Interaction: 18-20 February 2008, Bonn, Germany. Series: ACM conference proceedings series (267). Association for Computing Machinery: New York, NY, USA, pp. 131-138. ISBN 9781605580043

Murray-Smith, R. and Strachan, S. (2008) Rotational dynamics for design of bidirectional feedback during manual interaction. Lecture Notes in Computer Science, 5294, pp. 1-10. (doi: 10.1007/978-3-540-88322-7_1)

Murray-Smith, R. , Williamson, J. , Hughes, S. and Quaade, T. (2008) Stane: synthesized surfaces for tactile input. In: Czerwinski, M. and Lund, A. (eds.) CHI 2008 Art, Science, Balance: Conference Proceedings and Extended Abstracts: The 26th Annual CHI Conference on Human Factors in Computing Systems, April 5-10, 2008 in Florence, Italy. Association for Computing Machinery: New York, NY, USA, pp. 1299-1302. ISBN 9781605580876 (doi:10.1145/1357054.1357257)

Murray-Smith, R. , Williamson, J. , Hughes, S., Quaade, T. and Strachan, S. (2008) Rub the stane. In: Czerwinski, M. and Lund, A. (eds.) CHI 2008 Art, Science, Balance: Conference Proceedings and Extended Abstracts: The 26th Annual CHI Conference on Human Factors in Computing Systems, April 5-10, 2008 in Florence, Italy. Association for Computing Machinery: New York, NY, USA, pp. 2355-2360. ISBN 9781605580876 (doi:10.1145/1358628.1358683)

Serrano, M., Nigay, L., Lawson, J.- Y., Ramsay, A. , Murray-Smith, R. and Denef, S. (2008) The open interface framework: a tool for multimodal interaction. In: Czerwinski, M. and Lund, A. (eds.) CHI 2008 Art, Science, Balance: Conference Proceedings and Extended Abstracts: The 26th Annual CHI Conference on Human Factors in Computing Systems, April 5-10, 2008 in Florence, Italy. Association for Computing Machinery: New York, NY, USA, pp. 3501-3506. ISBN 9781605580876

Strachan, S. and Murray-Smith, R. (2008) GeoPoke: rotational mechanical systems metaphor for embodied geosocial interaction. In: Tollmar, K. and Jönsson, B. (eds.) NORDICHI'08: Proceedings of the 5th Nordic Conference on Human-Computer Interaction: October 20-22, 2008, Lund, Sweden. Series: ACM conference proceedings series (358). Association for Computing Machinery: New York, NY, USA, pp. 543-546. ISBN 9781595937049

2007

Blankertz, B., Krauledat, M., Dornhege, G., Williamson, J., Murray-Smith, R. and Müller, K.-R. (2007) A note on brain actuated spelling with the Berlin brain-computer interface. Lecture Notes in Computer Science, 4557, pp. 759-768. (doi: 10.1007/978-3-540-73281-5_83)

Cho, S., Murray-Smith, R. and Kim, Y. (2007) Multi-context photo browsing on mobile devices based on tilt dynamics. In: MobileHCI '07 9th International Conference on Human Computer Interaction with Mobile Devices and Services : 9th-12th September 2007, Singapore Polytechnic Auditorium, Singapore. Association for Computing Machinery: New York, NY, USA, pp. 190-197. ISBN 9781595938626

Cho, S.J., Choi, C., Sung, Y., Lee, K., Kim, Y.B. and Murray-Smith, R. (2007) Dynamics of tilt-based browsing on mobile devices. In: CHI '07 Extended Abstracts on Human Factors in Computing Systems, San Jose, California, USA, April 28-May 3 2007, pp. 1947-1952. ISBN 9781595936424 (doi:10.1145/1240866.1240930)

Frohlich, P., Simon, R., Baillie, L., Roberts, J. and Murray-Smith, R. (2007) Mobile spatial interaction. In: CHI 2007 Reach Beyond: Conference Proceedings and Extended Abstracts: Conference on Human Factors in Computing Systems : San Jose, California, USA, April 28-May 3, 2007. Association for Computing Machinery: New York, NY, USA, pp. 2841-2844. ISBN 9781595936455

Murray-Smith, R. , Ramsay, A. , Garrod, S. , Jackson, M. and Musizza, B. (2007) Gait alignment in mobile phone conversations. In: MobileHCI '07 9th International Conference on Human Computer Interaction with Mobile Devices and Services : 9th-12th September 2007, Singapore Polytechnic Auditorium, Singapore. Association for Computing Machinery: New York, NY, USA, pp. 214-221. ISBN 9781595938626

Strachan, S., Murray-Smith, R. and O'Modhrain, S. (2007) BodySpace: inferring body pose for natural control of a music player. In: CHI '07 Extended Abstracts on Human Factors in Computing Systems, San Jose, California, USA, April 28-May 3 2007, pp. 2001-2006. ISBN 9781595936424 (doi:10.1145/1240866.1240939)

Strachan, S., Williamson, J. and Murray-Smith, R. (2007) Show me the way to Monte Carlo: density-based trajectory navigation. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, San Jose, California, USA, 28 April-3 May 2007, pp. 1245-1248. ISBN 9781595935939 (doi:10.1145/1240624.1240812)

Williamson, J., Murray-Smith, R. and Hughes, S. (2007) Devices as interactive physical containers: the shoogle system. In: CHI '07 Extended Abstracts on Human Factors in Computing Systems, San Jose, California, USA, April 28-May 3 2007, pp. 2013-2018. ISBN 9781595936424 (doi:10.1145/1240866.1240941)

Williamson, J. , Murray-Smith, R. and Hughes, S. (2007) Shoogle: multimodal excitatory interaction on mobile devices. In: CHI 2007 Reach Beyond: Conference Proceedings and Extended Abstracts: Conference on Human Factors in Computing Systems: San Jose, California, USA, April 28-May 3, 2007. Association for Computing Machinery: New York, NY, USA, pp. 121-124. ISBN 9781595936455

2006

Blankertz, B., Dornhege, G., Krauledat, M., Schr"oder, M., Williamson, J. , Murray-Smith, R. and Muller, K.R. (2006) The Berlin brain-computer interface presents the novel mental typewriter hex-o-spell. In: Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course, Graz, Austria, pp. 108-109.

Crossan, A. and Murray-Smith, R. (2006) Rhythmic interaction for song filtering on a mobile device. Haptic and Audio Interaction Design: Proceedings, 4129, pp. 45-55.

Eslambolchilar, P. and Murray-Smith, R. (2006) Model-based, multimodal interaction in document browsing. Lecture Notes in Computer Science, 4299, pp. 1-12. (doi: 10.1007/11965152_1)

Leith, D., Leithead, W. and Murray-Smith, R. (2006) Inference of disjoint linear and nonlinear sub-domains of a nonlinear mapping. Automatica, 42, pp. 849-858. (doi: 10.1016/j.automatica.2006.01.019)

Williamson, J. , Strachan, S. and Murray-Smith, R. (2006) It's a long way to Monte Carlo: probabilistic display in GPS navigation. In: MobileHCI 06: 8th International Conference on Human-Computer Interaction with Mobile Devices and Services: 12-15 September 2006, Espoo, Finland. Association for Computing Machinery: New York, NY, USA, pp. 89-96. ISBN 9781595933904

Williamson, J., Strachan, S. and Murray-Smith, R. (2006) It’s a long way to Monte-Carlo: probabilistic display in GPS navigation. In: Proceedings of the 8th Conference on Human-Computer Interaction with Mobile Devices and Services, Helsinki, Finland, 12-15 September 2006, pp. 89-96. ISBN 1595933905 (doi:10.1145/1152215.1152234)

2005

Kocijan, J., Girard, A., Banko, B. and Murray-Smith, R. (2005) Dynamic systems identification with Gaussian processes. Mathematical and Computer Modelling of Dynamical Systems, 11(4), pp. 411-424. (doi: 10.1080/13873950500068567)

Williamson, J. and Murray-Smith, R. (2005) Sonification of probabilistic feedback through granular synthesis. IEEE MultiMedia, 12(2), pp. 45-52. (doi: 10.1109/MMUL.2005.37)

Kamnik, R., Shi, J.Q., Murray-Smith, R. and Bajd, T. (2005) Nonlinear modeling of FES-supported standing-up in paraplegia for selection of feedback sensors. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 13(1), pp. 40-52. (doi: 10.1109/TNSRE.2004.841879)

Girard, A. and Murray-Smith, R. (2005) Gaussian processes: prediction at a noisy input and application to iterative multiple-step ahead forecasting of time-series. Lecture Notes in Computer Science, 3355, pp. 158-184. (doi: 10.1007/b105497)

Shi, J.Q., Murray-Smith, R. and Titterington, D.M. (2005) Hierarchical Gaussian process mixtures for regression. Statistics and Computing, 15(1), pp. 31-41. (doi: 10.1007/s11222-005-4787-7)

Williamson, J. and Murray-Smith, R. (2005) Hex: dynamics and probabilistic text entry. Lecture Notes in Computer Science, 3355, pp. 333-342.

Murray-Smith, R. and Shorten, R. (Eds.) (2005) Switching and Learning in Feedback Systems: European Summer School on Multi-Agent Control, Maynooth, Ireland, 8-10 September 2003: Revised Lectures and Selected Papers. Series: Lecture notes in computer science. Springer: Berlin, Germany. ISBN 9783540244578

Crossan, A., Murray-Smith, R., Brewster, S.A., Kelly, J. and Musizza, B. (2005) Gait phase effects in mobile interaction. In: CHI '05 Conference on Human Factors in Computing Systems, Portland, Oregon, 2-7 April 2005, pp. 1312-1315. ISBN 1581139985 (doi:10.1145/1056808.1056904)

Gentry, S., Feron, E. and Murray-Smith, R. (2005) Human-human haptic collaboration in cyclical Fitts' tasks. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Cambridge, MA, USA, 2-6 August 2005, pp. 3402-3407. ISBN 0780389123 (doi:10.1109/IROS.2005.1545064)

Hansen, J., Murray-Smith, R. and Johansen, T.A. (2005) Nonparametric identification of linearizations and uncertainty using Gaussian process models – application to robust wheel slip control. In: 44th IEEE Conference on Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05., Seville, Spain, 12-15 December 2005, pp. 5083-5088. ISBN 0780395670

Kamnik, R., Bajd, T., Williamson, J. and Murray-Smith, R. (2005) Rehabilitation robot cell for multimodal standing-up motion augmentation. In: IEEE International Conference on Robotics and Automation (ICRA), Barcelona, Spain, 18-22 April 2005, pp. 2277-2282. ISBN 078038914X

Kocijan, J. and Murray-Smith, R. (2005) Nonlinear predictive control with a gaussian process model. Lecture Notes in Computer Science, 3355, pp. 185-200. (doi: 10.1007/b105497)

Murray-Smith, R. and Pearlmutter, B. (2005) Transformations of Gaussian process priors. Deterministic and Statistical Methods in Machine Learning, 3635, pp. 110-123.

Sbarbaro, D. and Murray-Smith, R. (2005) Self-tuning control of non-linear systems using gaussian process prior models. Lecture Notes in Computer Science, 3355, pp. 140-157. (doi: 10.1007/b105497)

Shi, J.Q., Murray-Smith, R., Titterington, D.M. and Pearlmutter, B.A. (2005) Filtered gaussian processes for learning with large data-sets. Lecture Notes in Computer Science, 3355, pp. 128-139. (doi: 10.1007/b105497)

Strachan, S., Eslambolchilar, P., Murray-Smith, R., Hughes, S. and O'Modhrain, S. (2005) GpsTunes: controlling navigation via audio feedback. In: 7th International Conference on Human Computer Interaction with Mobile Devices and Services, Salzburg, Austria, 19-22 September 2005, pp. 275-278. ISBN 1595930892 (doi:10.1145/1085777.1085831)

2004

Crossan, A. and Murray-Smith, R. (2004) Variability in wrist-tilt accelerometer based gesture interfaces. Lecture Notes in Computer Science, 3160, pp. 144-155. (doi: 10.1007/b100594)

Crossan, A. and Murray-Smith, R. (2004) Variability in wrist-tilt accelerometer based gesture interfaces. Mobile Human-Computer Interaction: Mobilehci 2004, Proceedings, 3160, pp. 144-155.

Crossan, A., Williamson, J. and Murray-Smith, R. (2004) Haptic granular synthesis: targeting, visualisation and texturing. In: Eighth International Conference on Information Visualisation, Maynooth, Ireland, 14-16 July 2004, pp. 527-532. ISBN 0769521770 (doi:10.1109/IV.2004.1320195)

Eslambolchilar, P., Crossan, A. and Murray-Smith, R. (2004) Model-based target sonification on mobile devices. In: International Workshop on Interactive Sonification, Bielefeld, Germany, 8 January 2004,

Eslambolchilar, P. and Murray-Smith, R. (2004) Tilt-based automatic zooming and scaling in mobile devices - A state-space implementation. Mobile Human-Computer Interaction: Mobilehci 2004, Proceedings, 3160, pp. 120-131.

Eslambolchilar, P. and Murray-Smith, R. (2004) Tilt-based automatic zooming and scaling in mobile devices � A state-space implementation. Lecture Notes in Computer Science, 3160, pp. 120-131. (doi: 10.1007/b100594)

Eslambolchilar, P., Williamson, J. and Murray-Smith, R. (2004) Multimodal feedback for tilt controlled speed dependent automatic zooming. In: UIST 2004: Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, Santa Fe, NM, USA, 24-27 October 2004. Association for Computing Machinery: New York, USA. ISBN 9781581139570

Kocijan, J., Murray-Smith, R., Rasmussen, C.E. and Girard, A. (2004) Gaussian process model based predictive control. In: American Control Conference, Boston, Massachusetts, 30 June - 2 July 2004, pp. 2214-2219. ISBN 0780383354

Lantz, V. and Murray-Smith, R. (2004) Rhythmic interaction with a mobile device. In: Proceedings of the Third Nordic Conference on Human-Computer Interaction, Tampere, Finland. Association for Computing Machinery: New York, NY, USA, pp. 97-100. ISBN 1581138571

Sbarbaro, D., Murray-Smith, R. and Valdes, A. (2004) Multivariable generalized minimum variance control based on Artificial Neural Networks and Gaussian process models. Advances in Neural Networks, 3174(2), pp. 52-58.

Strachan, S. and Murray-Smith, R. (2004) Muscle tremor as an input mechanism. In: UIST 2004: Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, Santa Fe, NM, USA, 24-27 October 2004. Association for Computing Machinery: New York, USA. ISBN 9781581139570

Strachan, S., Murray-Smith, R., Oakley, I. and Angesleva, J. (2004) Dynamic primitives for gestural interaction. Lecture Notes in Computer Science, 3160, pp. 325-330. (doi: 10.1007/b100594)

Strachan, S., Murray-Smith, R., Oakley, I. and Angesleva, J. (2004) Dynamic primitives for gestural interaction. Mobile Human-Computer Interaction: Mobilehci 2004, Proceedings, 3160, pp. 325-330.

Williamson, J. and Murray-Smith, R. (2004) Granular synthesis for display of time-varying probability densities. In: International Workshop on Interactive Sonification, Bielefeld, Germany, 8 January 2004,

Williamson, J. and Murray-Smith, R. (2004) Pointing Without a Pointer. In: Conference on Human Factors in Computing Systems, Vienna, Austria, 24-29 April 2004, pp. 1407-1410. ISBN 9781581137026 (doi:10.1145/985921.986076)

2003

Williamson, J. and Murray-Smith, R. (2003) Dynamics and probabilistic text entry. [UNSPECIFIED]

Gentry, S. and Murray-Smith, R. (2003) Haptic dancing: human performance at haptic decoding with a vocabulary. In: IEEE International Conference on Systems Man and Cybernetics, Washington, D.C., USA, 5-8 October 2003, pp. 3432-3437. ISBN 0780379527

Girard, A., Rasmussen, C.E., Quinonero-Candela, J. and Murray-Smith, R. (2003) Gaussian Process priors with uncertain inputs? Application to multiple-step ahead time series forecasting. In: Neural Information Processing Systems, Vancouver, Canada, 9-14 December 2002, ISBN 0262025507

Kocijan, J., Banko, B., Likar, B., Girard, A., Murray-Smith, R. and R. Rasmussen, C.E. (2003) A case based comparison of identification with neural networks and Gaussian Process models. In: Ruano, M.G., Fleming, P.J. and Ruano, A.E. (eds.) Intelligent Control Systems and Signal Processing 2003: (ICONS 2003): A Proceedings Volume from the IFAC International Conference, Faro, Algarve, Portugal, 8-11 April 2003. International Federation of Automatic Control: Oxford, UK. ISBN 9780080440880

Kocijan, J., Murray-Smith, R. , Rasmussen, C.E. and Likar, B. (2003) Predictive control with Gaussian process models. In: Zajc, B. and Tkalcic, M. (eds.) Proceedings of the IEEE Region 8 EUROCON 2003 Computer as a Tool: 22-24 September 2003, Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia. IEEE Computer Society: Piscataway, N.J., USA, 352 -356. ISBN 9780780377639

Murray-Smith, R., Sbarbaro, D., Rasmussen, C.E. and Girard, A. (2003) Adaptive, cautious, predictive control with Gaussian process priors. In: 13th IFAC Symposium on System Identification, Rotterdam, Netherlands, 27-29 August 2003, pp. 1195-1200. ISBN 0080437095

Solak, E., Murray-Smith, R., Leithead, W.E., Leith, D.J. and Rasmussen, C.E. (2003) Derivative observations in Gaussian Process models of dynamic systems. In: Conference on Neural Information Processing Systems, Vancouver, Canada, 9-14 December 2002, ISBN 0262112450

2002

Williamson, J. and Murray-Smith, R. (2002) Audio feedback for gesture recognition. [UNSPECIFIED]

Leith, D.J., Leithead, W.E., Solak, E. and Murray-Smith, R. (2002) Divide and conquer identification using Gaussian process priors. In: 41st IEEE Conference on Decision and Control, Las Vegas, Nevada, USA, 10-13 December 2002, pp. 624-629. ISBN 0780375165

Murray-Smith, R. and Sbarbaro, D. (2002) Nonlinear adaptive control using non-parametric Gaussian Process prior models. In: 15th Triennial World Congress of the International Federation of Automatic Control, Barcelona, Spain, 21-26 July 2002,

2001

Brewster, S. and Murray-Smith, R. (Eds.) (2001) Haptic Human-Computer Interaction: First International Workshop, Glasgow, UK, August 31-September 1, 2000: Proceedings. Series: Lecture notes in computer science. Springer: Berlin. ISBN 9783540423560

Murray-Smith, R. and Girard, A. (2001) Gaussian process priors with ARMA noise models. In: Shorten, R., Ward, T. and Lysaght, T. (eds.) Proceedings of the Irish Signals and Systems Conference: NUI Maynooth, 25th-27th June 2001. NUI Maynooth: Maynooth, Ireland, pp. 147-152. ISBN 9780901519634

2000

Johansen, T.A., Shorten, R. and Murray-Smith, R. (2000) On the interpretation and identification of dynamic Takagi-Sugenofuzzy models. IEEE Transactions on Fuzzy Systems, 8(3), pp. 297-313. (doi: 10.1109/91.855918)

Leith, D.J., Murray-Smith, R. and Leithead, W.E. (2000) A Gaussian process prior/velocity-based framework for nonlinear modelling and control. In: Irish Signals and Systems Conference, Dublin, Ireland, June 2000,

Leith, D.J., Murray-Smith, R. and Leithead, W.E. (2000) Nonlinear structure identification: a Gaussian process prior/velocity-based approach. In: Control 2000, Cambridge, UK, Sept 2000,

Murray-Smith, R. (2000) Modelling human gestures and control behaviour from measured data. In: Rudas, I.J. and Tar, J.K. (eds.) Artificial Intelligence in Real-Time Control (AIRTC-2000): A Proceedings Volume from the 9th IFAC Symposium, Budapest, Hungary, 2-4 October 2000. Elsevier: Oxford, UK, pp. 205-210. ISBN 9780080435626

1999

Shorten, R., Murray-Smith, R. , Bjørgan, R. and Gollee, H. (1999) On the interpretation of local models in blended multiple model structures. International Journal of Control, 72(7-8), pp. 620-628. (doi: 10.1080/002071799220812)

Murray-Smith, R., Johansen, T.A. and Shorten, R. (1999) On transient dynamics, off-equilibrium behaviour and identification in blended multiple model structures. In: 5th European Control Conference, Karlsruhe, Germany, 31 August - 3 September 1999, ISBN 1852331224

Shorten, R., Murray-Smith, R. , Bjørgan, R. and Gollee, H. (1999) On the interpretation of basis function networks. In: Irish Signals and Systems Conference, Glaway, Ireland, June 1999, pp. 441-445.

Williamson, M., Murray-Smith, R. and Hansen, V. (1999) Robot docking using mixtures of Gaussians. In: Conference on Neural Information Processing Systems, Colorado, USA, 30 November - 5 December 1998, ISBN 0262112450

1998

Murray-Smith, R. (1998) Modelling human control behaviour with a Markov-chain switched bank of control laws. In: IFAC/IFIP/IFORS/IEA Conference on Analysis, Design, and Evaluation of Man-Machine Systems, Kyoto, Japan, 16-18 September 1998, ISBN 0080430325

1997

Murray-Smith, R. and Johansen, T.A. (Eds.) (1997) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK. ISBN 9780748405954

Johansen, T.A. and Murray-Smith, R. (1997) The operating regime approach to nonlinear modelling and control. In: Murray-Smith, R. and Johansen, T.A. (eds.) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK, pp. 3-72. ISBN 9780748405954

Murray-Smith, R. and Johansen, T.A. (1997) Local learning in local model networks. In: Murray-Smith, R. and Johansen, T.A. (eds.) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK, pp. 185-210. ISBN 9780748405954

Shorten, R. and Murray-Smith, R. (1997) Side-effects of normalising basis functions in local model networks. In: Murray-Smith, R. and Johansen, T.A. (eds.) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK, pp. 211-229. ISBN 9780748405954

1996

Hunt, K.J., Haas, R. and Murray-Smith, R. (1996) Extending the functional equivalence of radial basis functionnetworks and fuzzy inference systems. IEEE Transactions on Neural Networks, 7(3), pp. 776-781. (doi: 10.1109/72.501735)

Shorten, R. and Murray-Smith, R. (1996) Side effects of normalising radial basis function networks. International Journal of Neural Systems, 7(2), pp. 167-179.

1995

Murray-Smith, R. and Hunt, K.J. (1995) Local model architectures for nonlinear modelling and control. In: Hunt, K.J., Irwin, G.R. and Warwick, K. (eds.) Neural network engineering in dynamic control systems. Springer, pp. 61-82. ISBN 354019973X

Murray-Smith, R. and Johansen, T.A. (1995) Local learning in local model networks. In: Fourth International Conference on Artificial Neural Networks, 26-28 June 1995, University of Cambridge, UK. IEEE Computer Society: London, UK, pp. 40-46. ISBN 9780852966419

1994

Hunt, K.J., Haas, R. and Murray-Smith, R. (1994) Dimensionality reduction in basis-function networks: exploiting the link with fuzzy systems. In: IEEE Workshop on Computer-Intensive Methods in Control and Signal Processing, Prague, Czech Republic, 7-9 Sept 2004, pp. 31-37.

Murray-Smith, R. (1994) Local model networks and local learning. In: Fuzzy Duisburg '94: International Workshop on Fuzzy Technologies in Automation and Intelligent Systems, Duisburg, Germany, 7-8 April 1994, pp. 404-409.

Murray-Smith, R. and Gollee, H. (1994) A constructive learning algorithm for local model networks. In: IEEE Workshop on Computer-Intensive Methods in Control and Signal Processing, Prague, Czech Republic, 7-9 Sept 2004, pp. 21-29.

Shorten, R. and Murray-Smith, R. (1994) On normalising radial basis function networks. In: 4th Irish Neural Networks Conference, Dublin, Ireland, Sept 1994,

1993

Haas, R. and Murray-Smith, R. (1993) Fuzzy/Neuro-Kombinationen - Konzepte und Perspektiven. [UNSPECIFIED]

Murray-Smith, R. and Thakar, S. (1993) Combining case based reasoning with neural networks. In: AAAI Workshop on Case Based Reasoning, Washington, D.C., USA, 11-12 July 1993., ISBN 092980482

Neumerkel, D., Murray-Smith, R. and Gollee, H. (1993) Modelling dynamic processes with clustered time-delay neurons. In: IJCNN '93: Proceedings of the International Joint Conference on Neural Networks, 25-29 October 1993, Nagoya, Japan. IEEE Computer Society: Piscataway, N.J., USA, pp. 1765-1768. ISBN 9780780314221 (doi:10.1109/IJCNN.1993.716995)

1992

Murray-Smith, R. (1992) A fractal radial basis function network for modelling. In: ICARCV '92: International Conference on Automation, Robotics and Computer Vision, Singapore, 16-18 Sept 1992,

Murray-Smith, R., Neumerkel, D. and Sbarbaro-Hofer, D. (1992) Neural networks for modelling and control of a non-linear dynamic system. In: IEEE International Symposium on Intelligent Control, Glasgow, Scotland, 11-13 August 1992, pp. 404-409. ISBN 0780305469 (doi:10.1109/ISIC.1992.225125)

This list was generated on Sat Apr 17 00:18:26 2021 BST.
Number of items: 176.

Articles

Bin, M. et al. (2021) Post-lockdown abatement of COVID-19 by fast periodic switching. PLoS Computational Biology, 17(1), e1008604. (doi: 10.1371/journal.pcbi.1008604) (PMID:33476332)

Yilmaz, S., Dudkina, E., Bin, M., Crisostomi, E., Ferraro, P., Murray-Smith, R. , Parisini, T., Stone, L. and Shorten, R. (2020) Kemeny-based testing for COVID-19. PLoS ONE, 15(11), e0242401. (doi: 10.1371/journal.pone.0242401)

Quiros, A. C., Murray-Smith, R. and Yuan, K. (2020) PathologyGAN: Learning Deep Representations of Cancer Tissue. Proceedings of Machine Learning Research, 124, pp. 669-695.

Tonolini, F., Radford, J., Turpin, A. , Faccio, D. and Murray-Smith, R. (2020) Variational inference for computational imaging inverse problems. Journal of Machine Learning Research, 21(179), pp. 1-46.

Turpin, A. et al. (2020) Spatial images from temporal data. Optica, 7(8), pp. 900-905. (doi: 10.1364/OPTICA.392465)

Williamson, J. H. , Quek, M., Popescu, I., Ramsay, A. and Murray-Smith, R. (2020) Efficient human-machine control with asymmetric marginal reliability input devices. PLoS ONE, 15(6), e0233603. (doi: 10.1371/journal.pone.0233603)

Ireland, D.G. , Doring, M., Glazier, D.I., Haidenbauer, J., Mai, M., Murray-Smith, R. and Ronchen, D. (2019) Kaon photoproduction and the Lambda decay parameter alpha. Physical Review Letters, 123, 182301. (doi: 10.1103/PhysRevLett.123.182301)

Caramazza, P., Moran, O., Murray-Smith, R. and Faccio, D. (2019) Transmission of natural scene images through a multimode fibre. Nature Communications, 10, 2029. (doi: 10.1038/s41467-019-10057-8) (PMID:31048712) (PMCID:PMC6497636)

Radwell, N., Johnson, S. D. , Edgar, M. P., Higham, C. F., Murray-Smith, R. and Padgett, M. J. (2019) Deep learning optimized single-pixel LiDAR. Applied Physics Letters, 115(23), 231101. (doi: 10.1063/1.5128621)

Angelov, A., Robertson, A., Murray-Smith, R. and Fioranelli, F. (2018) Practical classification of different moving targets using automotive radar and deep neural networks. IET Radar, Sonar and Navigation, 12(10), pp. 1082-1089. (doi: 10.1049/iet-rsn.2018.0103)

Caramazza, P., Boccolini, A., Buschek, D., Hullin, M., Higham, C. F., Henderson, R., Murray-Smith, R. and Faccio, D. (2018) Neural network identification of people hidden from view with a single-pixel, single-photon detector. Scientific Reports, 8, 11945. (doi: 10.1038/s41598-018-30390-0) (PMID:30093701) (PMCID:PMC6085360)

Higham, C. F., Murray-Smith, R. , Padgett, M. J. and Edgar, M. P. (2018) Deep learning for real-time single-pixel video. Scientific Reports, 8, 2369. (doi: 10.1038/s41598-018-20521-y) (PMID:29403059) (PMCID:PMC5799195)

Müller, J., Oulasvirta, A. and Murray-Smith, R. (2017) Control theoretic models of pointing. ACM Transactions on Computer-Human Interaction, 24(4), 27. (doi: 10.1145/3121431)

Feng, S., Murray-Smith, R. and Ramsay, A. (2017) Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement. International Journal of Machine Learning and Cybernetics, 8(4), pp. 1167-1184. (doi: 10.1007/s13042-015-0488-5)

Norrie, L. and Murray-Smith, R. (2016) Notification display choice for smartphone users: investigating the impact of notification displays on a typing task. International Journal of Mobile Human Computer Interaction, 8(4), pp. 85-103. (doi: 10.4018/IJMHCI.2016100105)

Musić, J., Weir, D., Murray-Smith, R. and Rogers, S. (2016) Modelling and correcting for the impact of the gait cycle on touch screen typing accuracy. mUX: The Journal of Mobile User Experience, 5, 1. (doi: 10.1186/s13678-016-0002-3)

Mtema, Z. et al. (2016) Mobile phones as surveillance tools: implementing and evaluating a large-scale intersectoral surveillance system for rabies in Tanzania. PLoS Medicine, 13(4), e1002002. (doi: 10.1371/journal.pmed.1002002) (PMID:27070315) (PMCID:PMC4829224)

Feng, S. and Murray-Smith, R. (2016) Transformations of Gaussian Process priors for user matching. International Journal of Human-Computer Studies, 86, pp. 32-47. (doi: 10.1016/j.ijhcs.2015.09.001)

Sollfrank, T., Ramsay, A. , Perdikis, S., Williamson, J. , Murray-Smith, R. , Leeb, R., Millán, J.d.R. and Kübler, A. (2016) The effect of multimodal and enriched feedback on SMR-BCI performance. Clinical Neurophysiology, 127(1), pp. 490-498. (doi: 10.1016/j.clinph.2015.06.004) (PMID:26138148)

Musić, J. and Murray-Smith, R. (2016) Nomadic input on mobile devices: the influence of touch input technique and walking speed on performance and offset modeling. Human–Computer Interaction, 31(5), pp. 420-471. (doi: 10.1080/07370024.2015.1071195)

Norrie, L. and Murray-Smith, R. (2016) Investigating UI displacements in an Adaptive Mobile Homescreen. International Journal of Mobile Human Computer Interaction, 8(3), pp. 1-18. (doi: 10.4018/IJMHCI.2016070101.oa)

Perdikis, S., Leeb, R., Williamson, J. , Ramsay, A. , Tavella, M., Desideri, L., Hoogerwerf, E.-J., Al-Khodairy, A., Murray-Smith, R. and Millán, J.d.R. (2014) Clinical evaluation of BrainTree, a motor imagery hybrid BCI speller. Journal of Neural Engineering, 11(3), 036003. (doi: 10.1088/1741-2560/11/3/036003)

Crossan, A., Lefebvre, G., Zijp-Rouzier, S. and Murray-Smith, R. (2014) A multimodal contact list to enhance remote communication. Lecture Notes in Computer Science, 8045, pp. 84-100. (doi: 10.1007/978-3-642-54325-8_9)

Trendafilov, D., Lemmelä, S. and Murray-Smith, R. (2014) Negotiation models for mobile tactile interaction. Lecture Notes in Computer Science, 8045, pp. 64-73. (doi: 10.1007/978-3-642-54325-8_7)

Robinson, S., Jones, M., Williamson, J. , Murray-Smith, R. , Eslambolchilar, P. and Lindborg, M. (2012) Navigation your way: from spontaneous independent exploration to dynamic social journeys. Personal and Ubiquitous Computing, 16(8), pp. 973-985. (doi: 10.1007/s00779-011-0457-2)

Tangermann, M., Schreuder, M., Dähne, J., Regler, S., Ramsay, A. , Quek, M., Williamson, J. and Murray-Smith, R. (2011) Optimized stimulation events for a visual ERP BCI. International Journal of Bioelectromagnetism, 13(3), pp. 119-120.

Boland, D., Quek, M., Tangermann, M., Williamson, J. and Murray-Smith, R. (2011) Using simulated input into brain-computer interfaces for user-centred design. International Journal of Bioelectromagnetism, 13(2), pp. 86-87.

Kaufmann, T., Williamson, J. , Hammer, E., Murray-Smith, R. and Kübler, A. (2011) Visually multimodal vs. classic unimodal feedback approach for SMR-BCI: a comparison study. International Journal of Bioelectromagnetism, 13(2), pp. 80-81.

del R. Millan, J. et al. (2010) Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges. Frontiers in Neuroprosthetics, 4, p. 161. (doi: 10.3389/fnins.2010.00161)

Eslambolchilar, P. and Murray-Smith, R. (2010) A model-based approach to analysis and calibration of sensor-based human interaction loops. International Journal of Mobile Human Computer Interaction, 2(1), pp. 48-72. (doi: 10.4018/jmhci.2010100603)

Williamson, J. , Murray-Smith, R. , Blankertz, B., Krauledat, M. and Muller, K.-R. (2009) Designing for uncertain, asymmetric control: interaction design for brain-computer interfaces. International Journal of Human-Computer Studies, 67(10), pp. 827-841. (doi: 10.1016/j.ijhcs.2009.05.009)

Strachan, S. and Murray-Smith, R. (2009) Bearing-based selection in mobile spatial interaction. Personal and Ubiquitous Computing, 13(4), pp. 265-280. (doi: 10.1007/s00779-008-0205-4)

Crossan, A., Murray-Smith, R. , Brewster, S. and Musizza, B. (2009) Instrumented usability analysis for mobile devices. International Journal of Mobile Human Computer Interaction, 1(1), pp. 1-19. (doi: 10.4018/jmhci.2009010101)

Murray-Smith, R. (2009) Empowering people rather than connecting them. International Journal of Mobile Human Computer Interaction, 1(3), pp. 18-28. (doi: 10.4018/jmhci.2009070103)

Strachan, S. and Murray-Smith, R. (2009) Nonvisual, distal tracking of mobile remote agents in geosocial interaction. Lecture Notes in Computer Science, 5561, pp. 88-102. (doi: 10.1007/978-3-642-01721-6_6)

Eslambolchilar, P. and Murray-Smith, R. (2008) Control centric approach in designing scrolling and zooming user interfaces. International Journal of Human-Computer Studies, 66(12), pp. 838-856. (doi: 10.1016/j.ijhcs.2008.07.005)

Murray-Smith, R. and Strachan, S. (2008) Rotational dynamics for design of bidirectional feedback during manual interaction. Lecture Notes in Computer Science, 5294, pp. 1-10. (doi: 10.1007/978-3-540-88322-7_1)

Blankertz, B., Krauledat, M., Dornhege, G., Williamson, J., Murray-Smith, R. and Müller, K.-R. (2007) A note on brain actuated spelling with the Berlin brain-computer interface. Lecture Notes in Computer Science, 4557, pp. 759-768. (doi: 10.1007/978-3-540-73281-5_83)

Crossan, A. and Murray-Smith, R. (2006) Rhythmic interaction for song filtering on a mobile device. Haptic and Audio Interaction Design: Proceedings, 4129, pp. 45-55.

Eslambolchilar, P. and Murray-Smith, R. (2006) Model-based, multimodal interaction in document browsing. Lecture Notes in Computer Science, 4299, pp. 1-12. (doi: 10.1007/11965152_1)

Leith, D., Leithead, W. and Murray-Smith, R. (2006) Inference of disjoint linear and nonlinear sub-domains of a nonlinear mapping. Automatica, 42, pp. 849-858. (doi: 10.1016/j.automatica.2006.01.019)

Kocijan, J., Girard, A., Banko, B. and Murray-Smith, R. (2005) Dynamic systems identification with Gaussian processes. Mathematical and Computer Modelling of Dynamical Systems, 11(4), pp. 411-424. (doi: 10.1080/13873950500068567)

Williamson, J. and Murray-Smith, R. (2005) Sonification of probabilistic feedback through granular synthesis. IEEE MultiMedia, 12(2), pp. 45-52. (doi: 10.1109/MMUL.2005.37)

Kamnik, R., Shi, J.Q., Murray-Smith, R. and Bajd, T. (2005) Nonlinear modeling of FES-supported standing-up in paraplegia for selection of feedback sensors. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 13(1), pp. 40-52. (doi: 10.1109/TNSRE.2004.841879)

Girard, A. and Murray-Smith, R. (2005) Gaussian processes: prediction at a noisy input and application to iterative multiple-step ahead forecasting of time-series. Lecture Notes in Computer Science, 3355, pp. 158-184. (doi: 10.1007/b105497)

Shi, J.Q., Murray-Smith, R. and Titterington, D.M. (2005) Hierarchical Gaussian process mixtures for regression. Statistics and Computing, 15(1), pp. 31-41. (doi: 10.1007/s11222-005-4787-7)

Williamson, J. and Murray-Smith, R. (2005) Hex: dynamics and probabilistic text entry. Lecture Notes in Computer Science, 3355, pp. 333-342.

Kocijan, J. and Murray-Smith, R. (2005) Nonlinear predictive control with a gaussian process model. Lecture Notes in Computer Science, 3355, pp. 185-200. (doi: 10.1007/b105497)

Murray-Smith, R. and Pearlmutter, B. (2005) Transformations of Gaussian process priors. Deterministic and Statistical Methods in Machine Learning, 3635, pp. 110-123.

Sbarbaro, D. and Murray-Smith, R. (2005) Self-tuning control of non-linear systems using gaussian process prior models. Lecture Notes in Computer Science, 3355, pp. 140-157. (doi: 10.1007/b105497)

Shi, J.Q., Murray-Smith, R., Titterington, D.M. and Pearlmutter, B.A. (2005) Filtered gaussian processes for learning with large data-sets. Lecture Notes in Computer Science, 3355, pp. 128-139. (doi: 10.1007/b105497)

Crossan, A. and Murray-Smith, R. (2004) Variability in wrist-tilt accelerometer based gesture interfaces. Lecture Notes in Computer Science, 3160, pp. 144-155. (doi: 10.1007/b100594)

Crossan, A. and Murray-Smith, R. (2004) Variability in wrist-tilt accelerometer based gesture interfaces. Mobile Human-Computer Interaction: Mobilehci 2004, Proceedings, 3160, pp. 144-155.

Eslambolchilar, P. and Murray-Smith, R. (2004) Tilt-based automatic zooming and scaling in mobile devices - A state-space implementation. Mobile Human-Computer Interaction: Mobilehci 2004, Proceedings, 3160, pp. 120-131.

Eslambolchilar, P. and Murray-Smith, R. (2004) Tilt-based automatic zooming and scaling in mobile devices � A state-space implementation. Lecture Notes in Computer Science, 3160, pp. 120-131. (doi: 10.1007/b100594)

Sbarbaro, D., Murray-Smith, R. and Valdes, A. (2004) Multivariable generalized minimum variance control based on Artificial Neural Networks and Gaussian process models. Advances in Neural Networks, 3174(2), pp. 52-58.

Strachan, S., Murray-Smith, R., Oakley, I. and Angesleva, J. (2004) Dynamic primitives for gestural interaction. Lecture Notes in Computer Science, 3160, pp. 325-330. (doi: 10.1007/b100594)

Strachan, S., Murray-Smith, R., Oakley, I. and Angesleva, J. (2004) Dynamic primitives for gestural interaction. Mobile Human-Computer Interaction: Mobilehci 2004, Proceedings, 3160, pp. 325-330.

Johansen, T.A., Shorten, R. and Murray-Smith, R. (2000) On the interpretation and identification of dynamic Takagi-Sugenofuzzy models. IEEE Transactions on Fuzzy Systems, 8(3), pp. 297-313. (doi: 10.1109/91.855918)

Shorten, R., Murray-Smith, R. , Bjørgan, R. and Gollee, H. (1999) On the interpretation of local models in blended multiple model structures. International Journal of Control, 72(7-8), pp. 620-628. (doi: 10.1080/002071799220812)

Hunt, K.J., Haas, R. and Murray-Smith, R. (1996) Extending the functional equivalence of radial basis functionnetworks and fuzzy inference systems. IEEE Transactions on Neural Networks, 7(3), pp. 776-781. (doi: 10.1109/72.501735)

Shorten, R. and Murray-Smith, R. (1996) Side effects of normalising radial basis function networks. International Journal of Neural Systems, 7(2), pp. 167-179.

Book Sections

Murray-Smith, R. (2018) Control theory, dynamics and continuous interaction. In: Oulasvirta, A., Kristensson, P. O., Bi, X. and Howes, A. (eds.) Computational Interaction. Oxford University Press: Oxford, pp. 17-42. ISBN 9780198799603

Visell, Y., Murray-Smith, R. , Brewster, S. and Williamson, J. (2013) Continuous auditory and tactile interaction design. In: Franinovic, K. and Serafin, S. (eds.) Sonic Interaction Design. MIT Press, pp. 77-124. ISBN 9780262018685

Buchwald, E., Eg Larsen, J. and Murray-Smith, R. (2012) Mobile context-aware support for public transportation users. In: Lovett, T. and O'Neil, E. (eds.) Mobile Context Awareness. Springer, pp. 133-142. (doi:10.1007/978-0-85729-625-2_8)

Quek, M., Höhne, J., Murray-Smith, R. and Tangermann, M. (2012) Designing future BCIs: Beyond the bit rate. In: Allison, B., Dunne, S., Leeb, R., Millan, J.D.R. and Nijholt, A. (eds.) Towards Practical Brain-Computer Interfaces: Bridging the Gap from Research to Real-world Applications. Springer, pp. 173-196. ISBN 9783642297458 (doi:10.1007/978-3-642-29746-5_9)

Music, J. and Murray-Smith, R. (2010) Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation. In: De Sá, M., Carriço, L.M. and Correia, N. (eds.) Proceedings of the 12th International Conference on Human Computer Interaction with Mobile Devices and Services, Lisbon, Portugal, 7-10 September 2010. Association for Computing Machinery: New York, USA. ISBN 9781605588353 (doi:10.1145/1851600.1851654)

Robinson, S., Jones, M., Eslambolchilar, P., Murray-Smith, R. and Lindborg, M. (2010) I did it my way: moving away from the tyranny of turn-by-turn pedestrian navigation. In: De Sá, M., Carriço, L.M. and Correia, N. (eds.) Proceedings of the 12th International Conference on Human Computer Interaction with Mobile Devices and Services, Lisbon, Portugal, 7-10 September 2010. Association for Computing Machinery: New York, USA, pp. 341-344. ISBN 9781605588353 (doi:10.1145/1851600.1851660)

Rogers, S. , Williamson, J. , Stewart, C. and Murray-Smith, R. (2010) FingerCloud: uncertainty and autonomy handover incapacitive sensing. In: Mynatt, E. and Schoner, D. (eds.) CHI '10: Proceedings of the 28th International Conference on Human Factors in Computing Systems, 12-15 April 2010, Atlanta, USA. Association for Computing Machinery: New York, NY, USA, pp. 577-580. ISBN 9781605589299 (doi:10.1145/1753326.1753412)

Williamson, J. and Murray-Smith, R. (2010) Multimodal excitatory interfaces with automatic content classification. In: Dubois, E., Gray, P. and Nigay, L. (eds.) Engineering of Mixed Reality Systems. Series: Human-computer interaction series. Springer: London, UK, pp. 233-250. ISBN 9781848827325 (doi:10.1007/978-1-84882-733-2_12)

Crossan, A., McGill, M., Brewster, S. and Murray-Smith, R. (2009) Head tilting for interaction in mobile contexts. In: Eisenhauer, M., Jarke, M. and Wulf, V. (eds.) Proceedings of the 11th International Conference on Human-Computing Interaction with Mobile Devices and Services: 15-18 September 2009, Bonn, Germany. Association for Computing Machinery: New York, NY, USA, pp. 1-10. ISBN 9781605582818

Crossan, A., Murray-Smith, R. , Brewster, S. , Kelly, J. and Musizza, B. (2008) Instrumented usability analysis for mobile devices: gait phase effects. In: Lumsden, J. (ed.) Handbook of Research on User Interface Design and Evaluation for Mobile Technology. Information Science Reference: Hershey, PA, USA, pp. 927-944. ISBN 9781599048710

Crossan, A., Williamson, J. , Brewster, S. and Murray-Smith, R. (2008) Wrist rotation for interaction in mobile contexts. In: Hofte, H.D. and Mulder, I. (eds.) Proceedings of the 10th International Conference on Human Computer Interaction with Mobile Devices and Services : September 2-5, 2008, Amsterdam, The Netherlands. Series: ACM conference proceedings series (568). Association for Computing Machinery: New York, NY, USA, pp. 435-438. ISBN 9781595939524

Eslambolchilar, P., Crossan, A., Murray-Smith, R. , Dalzel-Job, S. and Pollick, F. (2008) Model-based target sonification in small screen devices: perception and action. In: Lumsden, J. (ed.) Handbook of Research on User Interface Design and Evaluation for Mobile Technology. Information Science Reference: Hershey, PA, USA, pp. 487-506. ISBN 9781599048710

Eslambolchilar, P. and Murray-Smith, R. (2008) Interact, excite, and feel. In: van den Hoven, E. and Mazalek, A. (eds.) Proceedings of the 2nd International Conference on Tangible and Embedded Interaction: 18-20 February 2008, Bonn, Germany. Series: ACM conference proceedings series (267). Association for Computing Machinery: New York, NY, USA, pp. 131-138. ISBN 9781605580043

Murray-Smith, R. , Williamson, J. , Hughes, S. and Quaade, T. (2008) Stane: synthesized surfaces for tactile input. In: Czerwinski, M. and Lund, A. (eds.) CHI 2008 Art, Science, Balance: Conference Proceedings and Extended Abstracts: The 26th Annual CHI Conference on Human Factors in Computing Systems, April 5-10, 2008 in Florence, Italy. Association for Computing Machinery: New York, NY, USA, pp. 1299-1302. ISBN 9781605580876 (doi:10.1145/1357054.1357257)

Murray-Smith, R. , Williamson, J. , Hughes, S., Quaade, T. and Strachan, S. (2008) Rub the stane. In: Czerwinski, M. and Lund, A. (eds.) CHI 2008 Art, Science, Balance: Conference Proceedings and Extended Abstracts: The 26th Annual CHI Conference on Human Factors in Computing Systems, April 5-10, 2008 in Florence, Italy. Association for Computing Machinery: New York, NY, USA, pp. 2355-2360. ISBN 9781605580876 (doi:10.1145/1358628.1358683)

Serrano, M., Nigay, L., Lawson, J.- Y., Ramsay, A. , Murray-Smith, R. and Denef, S. (2008) The open interface framework: a tool for multimodal interaction. In: Czerwinski, M. and Lund, A. (eds.) CHI 2008 Art, Science, Balance: Conference Proceedings and Extended Abstracts: The 26th Annual CHI Conference on Human Factors in Computing Systems, April 5-10, 2008 in Florence, Italy. Association for Computing Machinery: New York, NY, USA, pp. 3501-3506. ISBN 9781605580876

Strachan, S. and Murray-Smith, R. (2008) GeoPoke: rotational mechanical systems metaphor for embodied geosocial interaction. In: Tollmar, K. and Jönsson, B. (eds.) NORDICHI'08: Proceedings of the 5th Nordic Conference on Human-Computer Interaction: October 20-22, 2008, Lund, Sweden. Series: ACM conference proceedings series (358). Association for Computing Machinery: New York, NY, USA, pp. 543-546. ISBN 9781595937049

Cho, S., Murray-Smith, R. and Kim, Y. (2007) Multi-context photo browsing on mobile devices based on tilt dynamics. In: MobileHCI '07 9th International Conference on Human Computer Interaction with Mobile Devices and Services : 9th-12th September 2007, Singapore Polytechnic Auditorium, Singapore. Association for Computing Machinery: New York, NY, USA, pp. 190-197. ISBN 9781595938626

Frohlich, P., Simon, R., Baillie, L., Roberts, J. and Murray-Smith, R. (2007) Mobile spatial interaction. In: CHI 2007 Reach Beyond: Conference Proceedings and Extended Abstracts: Conference on Human Factors in Computing Systems : San Jose, California, USA, April 28-May 3, 2007. Association for Computing Machinery: New York, NY, USA, pp. 2841-2844. ISBN 9781595936455

Murray-Smith, R. , Ramsay, A. , Garrod, S. , Jackson, M. and Musizza, B. (2007) Gait alignment in mobile phone conversations. In: MobileHCI '07 9th International Conference on Human Computer Interaction with Mobile Devices and Services : 9th-12th September 2007, Singapore Polytechnic Auditorium, Singapore. Association for Computing Machinery: New York, NY, USA, pp. 214-221. ISBN 9781595938626

Williamson, J. , Murray-Smith, R. and Hughes, S. (2007) Shoogle: multimodal excitatory interaction on mobile devices. In: CHI 2007 Reach Beyond: Conference Proceedings and Extended Abstracts: Conference on Human Factors in Computing Systems: San Jose, California, USA, April 28-May 3, 2007. Association for Computing Machinery: New York, NY, USA, pp. 121-124. ISBN 9781595936455

Williamson, J. , Strachan, S. and Murray-Smith, R. (2006) It's a long way to Monte Carlo: probabilistic display in GPS navigation. In: MobileHCI 06: 8th International Conference on Human-Computer Interaction with Mobile Devices and Services: 12-15 September 2006, Espoo, Finland. Association for Computing Machinery: New York, NY, USA, pp. 89-96. ISBN 9781595933904

Eslambolchilar, P., Williamson, J. and Murray-Smith, R. (2004) Multimodal feedback for tilt controlled speed dependent automatic zooming. In: UIST 2004: Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, Santa Fe, NM, USA, 24-27 October 2004. Association for Computing Machinery: New York, USA. ISBN 9781581139570

Lantz, V. and Murray-Smith, R. (2004) Rhythmic interaction with a mobile device. In: Proceedings of the Third Nordic Conference on Human-Computer Interaction, Tampere, Finland. Association for Computing Machinery: New York, NY, USA, pp. 97-100. ISBN 1581138571

Strachan, S. and Murray-Smith, R. (2004) Muscle tremor as an input mechanism. In: UIST 2004: Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, Santa Fe, NM, USA, 24-27 October 2004. Association for Computing Machinery: New York, USA. ISBN 9781581139570

Kocijan, J., Banko, B., Likar, B., Girard, A., Murray-Smith, R. and R. Rasmussen, C.E. (2003) A case based comparison of identification with neural networks and Gaussian Process models. In: Ruano, M.G., Fleming, P.J. and Ruano, A.E. (eds.) Intelligent Control Systems and Signal Processing 2003: (ICONS 2003): A Proceedings Volume from the IFAC International Conference, Faro, Algarve, Portugal, 8-11 April 2003. International Federation of Automatic Control: Oxford, UK. ISBN 9780080440880

Kocijan, J., Murray-Smith, R. , Rasmussen, C.E. and Likar, B. (2003) Predictive control with Gaussian process models. In: Zajc, B. and Tkalcic, M. (eds.) Proceedings of the IEEE Region 8 EUROCON 2003 Computer as a Tool: 22-24 September 2003, Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia. IEEE Computer Society: Piscataway, N.J., USA, 352 -356. ISBN 9780780377639

Murray-Smith, R. and Girard, A. (2001) Gaussian process priors with ARMA noise models. In: Shorten, R., Ward, T. and Lysaght, T. (eds.) Proceedings of the Irish Signals and Systems Conference: NUI Maynooth, 25th-27th June 2001. NUI Maynooth: Maynooth, Ireland, pp. 147-152. ISBN 9780901519634

Murray-Smith, R. (2000) Modelling human gestures and control behaviour from measured data. In: Rudas, I.J. and Tar, J.K. (eds.) Artificial Intelligence in Real-Time Control (AIRTC-2000): A Proceedings Volume from the 9th IFAC Symposium, Budapest, Hungary, 2-4 October 2000. Elsevier: Oxford, UK, pp. 205-210. ISBN 9780080435626

Johansen, T.A. and Murray-Smith, R. (1997) The operating regime approach to nonlinear modelling and control. In: Murray-Smith, R. and Johansen, T.A. (eds.) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK, pp. 3-72. ISBN 9780748405954

Murray-Smith, R. and Johansen, T.A. (1997) Local learning in local model networks. In: Murray-Smith, R. and Johansen, T.A. (eds.) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK, pp. 185-210. ISBN 9780748405954

Shorten, R. and Murray-Smith, R. (1997) Side-effects of normalising basis functions in local model networks. In: Murray-Smith, R. and Johansen, T.A. (eds.) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK, pp. 211-229. ISBN 9780748405954

Murray-Smith, R. and Hunt, K.J. (1995) Local model architectures for nonlinear modelling and control. In: Hunt, K.J., Irwin, G.R. and Warwick, K. (eds.) Neural network engineering in dynamic control systems. Springer, pp. 61-82. ISBN 354019973X

Murray-Smith, R. and Johansen, T.A. (1995) Local learning in local model networks. In: Fourth International Conference on Artificial Neural Networks, 26-28 June 1995, University of Cambridge, UK. IEEE Computer Society: London, UK, pp. 40-46. ISBN 9780852966419

Neumerkel, D., Murray-Smith, R. and Gollee, H. (1993) Modelling dynamic processes with clustered time-delay neurons. In: IJCNN '93: Proceedings of the International Joint Conference on Neural Networks, 25-29 October 1993, Nagoya, Japan. IEEE Computer Society: Piscataway, N.J., USA, pp. 1765-1768. ISBN 9780780314221 (doi:10.1109/IJCNN.1993.716995)

Edited Books

Murray-Smith, R. and Shorten, R. (Eds.) (2005) Switching and Learning in Feedback Systems: European Summer School on Multi-Agent Control, Maynooth, Ireland, 8-10 September 2003: Revised Lectures and Selected Papers. Series: Lecture notes in computer science. Springer: Berlin, Germany. ISBN 9783540244578

Brewster, S. and Murray-Smith, R. (Eds.) (2001) Haptic Human-Computer Interaction: First International Workshop, Glasgow, UK, August 31-September 1, 2000: Proceedings. Series: Lecture notes in computer science. Springer: Berlin. ISBN 9783540423560

Murray-Smith, R. and Johansen, T.A. (Eds.) (1997) Multiple Model Approaches to Modelling and Control. Series: Taylor and Francis systems and control book series. Taylor and Francis: London, UK. ISBN 9780748405954

Conference Proceedings

Tonolini, F., Jensen, B. S. and Murray-Smith, R. (2019) Variational Sparse Coding. In: Conference on Uncertainty in Artificial Intelligence (UAI 2019), Tel Aviv, Israel, 22-25 July 2019,

Moran, O., Caramazza, P., Faccio, D. and Murray-Smith, R. (2018) Deep, Complex, Invertible Networks for Inversion of Transmission Effects in Multimode Optical Fibres. In: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada, 02-08 Dec 2018,

Loriette, A., Murray-Smith, R. , Stein, S. and Williamson, J. (2017) Gesture Typing on Virtual Tabletop: Effect of Input Dimensions on Performance. In: ACM International Conference on Interactive Surfaces and Spaces (ISS '17), Brighton, UK, 17-20 Oct 2017, pp. 330-335. ISBN 9781450346917 (doi:10.1145/3132272.3135074)

Müller-Putz, G.R. et al. (2017) Moregrasp: Restoration of Upper Limb Function in Individuals with High Spinal Cord Injury by Multimodal Neuroprostheses for Interaction in Daily Activities. In: 7th Graz Brain-Computer Interface Conference 2017, Graz, Austria, 18-22 Sep 2017, pp. 338-343. ISBN 9783851255331 (doi:10.3217/978-3-85125-533-1-62)

Luzhnica, G., Stein, S. , Veas, E., Pammer, V., Williamson, J. and Murray Smith, R. (2017) Personalising Vibrotactile Displays through Perceptual Sensitivity Adjustment. In: 21st International Symposium on Wearable Computers (ISWC 2017), Maui, HI, USA, 11-15 Sept 2017, pp. 66-73. ISBN 9781450351881 (doi:10.1145/3123021.3123029)

Caramazza, P., Boccolini, A., Musarra, G., Hullin, M., Murray-Smith, R. and Faccio, D. (2017) Machine Learning Assisted Identification of People Hidden Behind a Corner. In: Computational Optical Sensing and Imaging 2017, San Francisco, CA., 26-29 June 2017, CTu4B.3. ISBN 9781943580293 (doi:10.1364/COSI.2017.CTu4B.3)

Murray-Smith, R. (2017) Stratified, Computational Interaction Via Machine Learning. In: Eighteenth Yale Workshop on Adaptive and Learning Systems, New Haven, CT, USA, 21-23 June 2017, pp. 95-101.

Norrie, L. and Murray-Smith, R. (2015) Cast together: inclusive and unobtrusive mobile interactions with a situated display. In: PerDis '15: 4th International Symposium on Pervasive Displays, Saarbrücken, Germany, 10-12 Jun 2015, pp. 237-238. ISBN 9781450336086 (doi:10.1145/2757710.2776800)

Trendafilov, D., Murray-Smith, R. and Polani, D. (2015) Empowerment as a metric for optimization in HCI. In: CHI 2015: Workshop on Principles, Techniques and Perspectives on Optimization and HCI, Seoul, Korea, 19 Apr 2015,

Kristensson, P. O., Bi, X., Howes, A., Oulasvirta, A., Murray-Smith, R. , Thimbleby, H., Williamson, J. and Zhai, S. (2015) Principles, techniques and perspectives on optimization and HCI. In: 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA '15), Seoul, Korea, 18-23 Apr 2015, pp. 2441-2444. ISBN 9781450331463 (doi:10.1145/2702613.2702662)

Boland, D., McLachlan, R. and Murray-Smith, R. (2015) Engaging with mobile music retrieval. In: MobileHCI 2015, Copenhagen, Denmark, 24-27 Aug 2015, pp. 484-493. ISBN 9781450336529 (doi:10.1145/2785830.2785846)

McGill, M., Boland, D., Murray-Smith, R. and Brewster, S. (2015) A Dose of Reality: Overcoming Usability Challenges in VR Head-Mounted Displays. In: CHI 2015, Seoul, Republic of Korea, 18-23 Apr 2015, pp. 2143-2152. ISBN 9781450331456 (doi:10.1145/2702123.2702382)

Norrie, L. and Murray-Smith, R. (2015) Impact of smartphone notification display choice in a typing task. In: MobileHCI 2015: 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, 24-27 Aug 2015, (doi:10.1145/2786567.2794335)

Trendafilov, D., Polani, D. and Murray-Smith, R. (2015) Model of Coordination Flow in Remote Collaborative Interaction. In: 17th UKSIM-AMSS International Conference on Modelling and Simulation, Cambridge, UK, 25-27 Mar 2015,

Vad, B., Williamson, J. , Boland, D., Murray-Smith, R. and Steffensen, P. (2015) Exploring music with a probabilistic projection interface. In: Machine Learning for Music Discovery Workshop, Lille, France, 11 Jul 2015,

Vad, B., Boland, D., Williamson, J. , Murray-Smith, R. and Steffensen, P. B. (2015) Design and Evaluation of a Probabilistic Music Projection Interface. In: 16th International Society for Music Information Retrieval Conference, Malaga, Spain, 26-30 Oct 2015,

Boland, D. and Murray-Smith, R. (2014) Information-theoretic measures of music listening behaviour. In: 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, 27-31 Oct 2014,

Feng, S. and Murray-Smith, R. (2014) Fusing kinect sensor and inertial sensors with multi-rate Kalman filter. In: IET Conference on Data Fusion & Target Tracking 2014: Algorithms and Applications (DF&TT 2014), Liverpool, UK, 30 Apr 2014, pp. 1-8. (doi:10.1049/cp.2014.0527)

Noor, M. F. M., Ramsay, A. , Hughes, S., Rogers, S. , Williamson, J. and Murray-Smith, R. (2014) 28 frames later: predicting screen touches from back-of-device grip changes. In: CHI 2014: ACM CHI Conference on Human Factors in Computing Systems, Toronto, Canada, 26 April - 1 May 2014, pp. 2005-2008. ISBN 9781450324731 (doi:10.1145/2556288.2557148)

Trendafilovv, D. and Murray-Smith, R. (2013) Information-theoretic characterization of uncertainty in manual control. In: IEEE International Conference on Systems, Man and Cybertnetics, Manchester, UK, 13-16 Oct 2013, pp. 4913-4918. (doi:10.1109/SMC.2013.835)

Boland, D., McLachlan, R. and Murray-Smith, R. (2013) Inferring Music Selections for Casual Music Interaction. In: EuroHCIR, Dublin, 1 Aug 2013,

Boland, D. and Murray-Smith, R. (2013) Finding My Beat: Personalised Rhythmic Filtering for Mobile Music Interaction. In: MobileHCI 2013, Munich, Germany, 27-30 Aug 2013,

Buschek, D., Rogers, S. and Murray-Smith, R. (2013) User-specific touch models in a cross-device context. In: MobileHCI 2013, Munich, Germany, 27-30 Aug 2013,

Norrie, L., Koelle, M., Murray-Smith, R. and Kranz, M. (2013) Putting books back on the shelf. In: 12th International Conference on Mobile and Ubiquitous Multimedia, Luleå, Sweden, 2-5 Dec 2013, pp. 1-2. (doi:10.1145/2541831.2541871)

Pohl, H. and Murray-Smith, R. (2013) Focused and Casual Interactions: Allowing Users to Vary Their Level of Engagement. In: ACM SIGCHI Conference on Human Factors in Computing Systems, Paris, France, 27 Apr - 2 May 2013, pp. 2223-2232. ISBN 9781450318990 (doi:10.1145/2470654.2481307)

Lamont, S., Bowman, R., Williamson, J. , Rath, M., Murray-Smith, R. and Padgett, M.J. (2012) Touching the Micron: Tactile Interactions with an Optical Tweezer. In: MobileHCI 2012, San Francisco, 21-24 September 2012,

Quek, M., Ramsay, A. , Crossan, A., Riccio, A., Schreuder, M., Höhne, S., Mattia, D., Tangermann, M. and Murray-Smith, R. (2012) A BCI-controlled photobrowser for social integration: perspectives of friends and family. In: TOBI Workshop III: Bringing BCIs to End-Users: Facing the Challenge Evaluation, User Perspectives, User Needs, and Ethical Questions, Würzburg, Germany, 20-22 Mar 2012, pp. 87-88.

Schreuder, M., Riccio, A., Ramsay, A. , Dähne, J., Quek, M., Crossan, A., Mattia, D., Murray-Smith, R. and Tangermann, M. (2012) End user performance in a novel social BCI application: the photobrowser. In: TOBI Workshop III: Bringing BCIs to End-Users: Facing the Challenge Evaluation, User Perspectives, User Needs, and Ethical Questions, Würzburg, Germany, 20-22 Mar 2012,

Weir, D., Rogers, S. , Murray-Smith, R. and Löchtefeld, M. (2012) A user-specific Machine Learning approach for improving touch accuracy on mobile devices. In: 25th ACM Symposium on User Interface Software and Technology, Cambridge, MA, 7-10 Oct 2012, (doi:10.1145/2380116.2380175)

Williamson, J. and Murray-Smith, R. (2012) Rewarding the original: explorations in joint user-sensor motion spaces. In: ACM Annual Conference on Human Factors in Computing Systems, Austin, Texas, 5-10 May 2012, pp. 1717-1726. (doi:10.1145/2207676.2208301)

Norrie, L. and Murray-Smith, R. (2011) Virtual sensors: rapid prototyping of ubiquitous interaction with a mobile phone and a Kinect. In: MobileHCI 2011, Stockholm, 30 Aug - 2 Sep 2011,

Quek, M., Boland, D., Williamson, J., Murray-Smith, R. , Tavella, M., Perdikis, S., Schreuder, M. and Tangermann, M. (2011) Simulating the feel of brain-computer interfaces for design, development and social interaction. In: 2011 Annual Conference on Human Factors in Computing Systems, Vancouver, Canada, 7-12 May, 2011, p. 25. (doi:10.1145/1978942.1978947)

Rogers, S. , Williamson, J. , Stewart, C. and Murray-Smith, R. (2011) AnglePose: robust, precise capacitive touch tracking via 3d orientation estimation. In: CHI 2011 : ACM CHI Conference on Human Factors in Computing Systems, Vancouver, B.C., 7-12 May 2011, pp. 2575-2584. (doi:10.1145/1978942.1979318)

Tangermann, M., Höhne, J., Schreuder, M., Sagebaum, M., Blankertz, B., Ramsay, A. and Murray-Smith, R. (2011) Data driven neuroergonomic optimization of BCI stimuli. In: 5th International Brain-Computer Interface Conference 2011, Graz, Austria, 22-24 Sep 2011,

Trendafilov, D., Vazquez-Alvarez, Y., Lemmelä, S. and Murray-Smith, R. (2011) Can we work this out?: An evaluation of remote collaborative interaction in a mobile shared environment. In: MobileHCI 2011, Stockholm, 30 Aug - 2 Sep 2011,

Trendafilov, D., Vazquez-Alvarez, Y., Lemmela, S. and Murray-Smith, R. (2011) 'Can we work this out?: an evaluation of remote collaborative interaction in a mobile shared environment. In: 13th International Conference on Human Computer Interaction with Mobile Devices and Services, MobileHCI '11, Stockholm, Sweden, 30 Aug - 2 Sep 2011, pp. 499-502.

Vinciarelli, A. , Murray-Smith, R. and Bourlard, H. (2010) Mobile social signal processing: vision and research issues. In: International Workshop on Mobile HCI, Lisbon, Portugal, 7 Sept 2010, pp. 513-516.

Williamson, J. , Ramsay, A. , Quek, M., Tangermann, M., Schreuder, M., Viduarre, C. and Murray-Smith, R. (2010) A P300-based image browser with automatic stimulation optimization. In: TOBI Workshop II: Translational Issues in BCI Development: User Needs, Ethics, and Technology Transfer, Rome, Italy, 2-3 Dec 2010,

Williamson, J. , Robinson, S., Stewart, C., Murray-Smith, R. , Jones, M. and Brewster, S. (2010) Social gravity: a virtual elastic tether for casual, privacy-preserving pedestrian rendezvous. In: CHI '10: Proceedings of the 28th international conference on Human factors in computing systems, Atlanta, USA, 10-15 April 2010, pp. 1485-1494. (doi:10.1145/1753326.1753548)

Brewster, S. , Murray-Smith, R. , Crossan, A., Vasquez-Alvarez, Y. and Rico, J. (2009) The GAIME project: gestural and auditory interactions for mobile environments. In: Whole Body Interaction Workshop, ACM CHI 2009, Boston, MA, USA, 5 April 2009,

Brewster, S.A. , Murray-Smith, R. , Crossan, A., Vasquez-Alvarez, Y. and Rico, J. (2009) Multimodal interactions for expressive interfaces. In: Proceedings of First International Workshop on Expressive Interaction for Sustainability and Empowerment, London, UK, 29-30 Oct 2009, pp. 25-32.

Cho, S.J., Choi, C., Sung, Y., Lee, K., Kim, Y.B. and Murray-Smith, R. (2007) Dynamics of tilt-based browsing on mobile devices. In: CHI '07 Extended Abstracts on Human Factors in Computing Systems, San Jose, California, USA, April 28-May 3 2007, pp. 1947-1952. ISBN 9781595936424 (doi:10.1145/1240866.1240930)

Strachan, S., Murray-Smith, R. and O'Modhrain, S. (2007) BodySpace: inferring body pose for natural control of a music player. In: CHI '07 Extended Abstracts on Human Factors in Computing Systems, San Jose, California, USA, April 28-May 3 2007, pp. 2001-2006. ISBN 9781595936424 (doi:10.1145/1240866.1240939)

Strachan, S., Williamson, J. and Murray-Smith, R. (2007) Show me the way to Monte Carlo: density-based trajectory navigation. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, San Jose, California, USA, 28 April-3 May 2007, pp. 1245-1248. ISBN 9781595935939 (doi:10.1145/1240624.1240812)

Williamson, J., Murray-Smith, R. and Hughes, S. (2007) Devices as interactive physical containers: the shoogle system. In: CHI '07 Extended Abstracts on Human Factors in Computing Systems, San Jose, California, USA, April 28-May 3 2007, pp. 2013-2018. ISBN 9781595936424 (doi:10.1145/1240866.1240941)

Blankertz, B., Dornhege, G., Krauledat, M., Schr"oder, M., Williamson, J. , Murray-Smith, R. and Muller, K.R. (2006) The Berlin brain-computer interface presents the novel mental typewriter hex-o-spell. In: Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course, Graz, Austria, pp. 108-109.

Williamson, J., Strachan, S. and Murray-Smith, R. (2006) It’s a long way to Monte-Carlo: probabilistic display in GPS navigation. In: Proceedings of the 8th Conference on Human-Computer Interaction with Mobile Devices and Services, Helsinki, Finland, 12-15 September 2006, pp. 89-96. ISBN 1595933905 (doi:10.1145/1152215.1152234)

Crossan, A., Murray-Smith, R., Brewster, S.A., Kelly, J. and Musizza, B. (2005) Gait phase effects in mobile interaction. In: CHI '05 Conference on Human Factors in Computing Systems, Portland, Oregon, 2-7 April 2005, pp. 1312-1315. ISBN 1581139985 (doi:10.1145/1056808.1056904)

Gentry, S., Feron, E. and Murray-Smith, R. (2005) Human-human haptic collaboration in cyclical Fitts' tasks. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Cambridge, MA, USA, 2-6 August 2005, pp. 3402-3407. ISBN 0780389123 (doi:10.1109/IROS.2005.1545064)

Hansen, J., Murray-Smith, R. and Johansen, T.A. (2005) Nonparametric identification of linearizations and uncertainty using Gaussian process models – application to robust wheel slip control. In: 44th IEEE Conference on Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05., Seville, Spain, 12-15 December 2005, pp. 5083-5088. ISBN 0780395670

Kamnik, R., Bajd, T., Williamson, J. and Murray-Smith, R. (2005) Rehabilitation robot cell for multimodal standing-up motion augmentation. In: IEEE International Conference on Robotics and Automation (ICRA), Barcelona, Spain, 18-22 April 2005, pp. 2277-2282. ISBN 078038914X

Strachan, S., Eslambolchilar, P., Murray-Smith, R., Hughes, S. and O'Modhrain, S. (2005) GpsTunes: controlling navigation via audio feedback. In: 7th International Conference on Human Computer Interaction with Mobile Devices and Services, Salzburg, Austria, 19-22 September 2005, pp. 275-278. ISBN 1595930892 (doi:10.1145/1085777.1085831)

Crossan, A., Williamson, J. and Murray-Smith, R. (2004) Haptic granular synthesis: targeting, visualisation and texturing. In: Eighth International Conference on Information Visualisation, Maynooth, Ireland, 14-16 July 2004, pp. 527-532. ISBN 0769521770 (doi:10.1109/IV.2004.1320195)

Eslambolchilar, P., Crossan, A. and Murray-Smith, R. (2004) Model-based target sonification on mobile devices. In: International Workshop on Interactive Sonification, Bielefeld, Germany, 8 January 2004,

Kocijan, J., Murray-Smith, R., Rasmussen, C.E. and Girard, A. (2004) Gaussian process model based predictive control. In: American Control Conference, Boston, Massachusetts, 30 June - 2 July 2004, pp. 2214-2219. ISBN 0780383354

Williamson, J. and Murray-Smith, R. (2004) Granular synthesis for display of time-varying probability densities. In: International Workshop on Interactive Sonification, Bielefeld, Germany, 8 January 2004,

Williamson, J. and Murray-Smith, R. (2004) Pointing Without a Pointer. In: Conference on Human Factors in Computing Systems, Vienna, Austria, 24-29 April 2004, pp. 1407-1410. ISBN 9781581137026 (doi:10.1145/985921.986076)

Gentry, S. and Murray-Smith, R. (2003) Haptic dancing: human performance at haptic decoding with a vocabulary. In: IEEE International Conference on Systems Man and Cybernetics, Washington, D.C., USA, 5-8 October 2003, pp. 3432-3437. ISBN 0780379527

Girard, A., Rasmussen, C.E., Quinonero-Candela, J. and Murray-Smith, R. (2003) Gaussian Process priors with uncertain inputs? Application to multiple-step ahead time series forecasting. In: Neural Information Processing Systems, Vancouver, Canada, 9-14 December 2002, ISBN 0262025507

Murray-Smith, R., Sbarbaro, D., Rasmussen, C.E. and Girard, A. (2003) Adaptive, cautious, predictive control with Gaussian process priors. In: 13th IFAC Symposium on System Identification, Rotterdam, Netherlands, 27-29 August 2003, pp. 1195-1200. ISBN 0080437095

Solak, E., Murray-Smith, R., Leithead, W.E., Leith, D.J. and Rasmussen, C.E. (2003) Derivative observations in Gaussian Process models of dynamic systems. In: Conference on Neural Information Processing Systems, Vancouver, Canada, 9-14 December 2002, ISBN 0262112450

Leith, D.J., Leithead, W.E., Solak, E. and Murray-Smith, R. (2002) Divide and conquer identification using Gaussian process priors. In: 41st IEEE Conference on Decision and Control, Las Vegas, Nevada, USA, 10-13 December 2002, pp. 624-629. ISBN 0780375165

Murray-Smith, R. and Sbarbaro, D. (2002) Nonlinear adaptive control using non-parametric Gaussian Process prior models. In: 15th Triennial World Congress of the International Federation of Automatic Control, Barcelona, Spain, 21-26 July 2002,

Leith, D.J., Murray-Smith, R. and Leithead, W.E. (2000) A Gaussian process prior/velocity-based framework for nonlinear modelling and control. In: Irish Signals and Systems Conference, Dublin, Ireland, June 2000,

Leith, D.J., Murray-Smith, R. and Leithead, W.E. (2000) Nonlinear structure identification: a Gaussian process prior/velocity-based approach. In: Control 2000, Cambridge, UK, Sept 2000,

Murray-Smith, R., Johansen, T.A. and Shorten, R. (1999) On transient dynamics, off-equilibrium behaviour and identification in blended multiple model structures. In: 5th European Control Conference, Karlsruhe, Germany, 31 August - 3 September 1999, ISBN 1852331224

Shorten, R., Murray-Smith, R. , Bjørgan, R. and Gollee, H. (1999) On the interpretation of basis function networks. In: Irish Signals and Systems Conference, Glaway, Ireland, June 1999, pp. 441-445.

Williamson, M., Murray-Smith, R. and Hansen, V. (1999) Robot docking using mixtures of Gaussians. In: Conference on Neural Information Processing Systems, Colorado, USA, 30 November - 5 December 1998, ISBN 0262112450

Murray-Smith, R. (1998) Modelling human control behaviour with a Markov-chain switched bank of control laws. In: IFAC/IFIP/IFORS/IEA Conference on Analysis, Design, and Evaluation of Man-Machine Systems, Kyoto, Japan, 16-18 September 1998, ISBN 0080430325

Hunt, K.J., Haas, R. and Murray-Smith, R. (1994) Dimensionality reduction in basis-function networks: exploiting the link with fuzzy systems. In: IEEE Workshop on Computer-Intensive Methods in Control and Signal Processing, Prague, Czech Republic, 7-9 Sept 2004, pp. 31-37.

Murray-Smith, R. (1994) Local model networks and local learning. In: Fuzzy Duisburg '94: International Workshop on Fuzzy Technologies in Automation and Intelligent Systems, Duisburg, Germany, 7-8 April 1994, pp. 404-409.

Murray-Smith, R. and Gollee, H. (1994) A constructive learning algorithm for local model networks. In: IEEE Workshop on Computer-Intensive Methods in Control and Signal Processing, Prague, Czech Republic, 7-9 Sept 2004, pp. 21-29.

Shorten, R. and Murray-Smith, R. (1994) On normalising radial basis function networks. In: 4th Irish Neural Networks Conference, Dublin, Ireland, Sept 1994,

Murray-Smith, R. and Thakar, S. (1993) Combining case based reasoning with neural networks. In: AAAI Workshop on Case Based Reasoning, Washington, D.C., USA, 11-12 July 1993., ISBN 092980482

Murray-Smith, R. (1992) A fractal radial basis function network for modelling. In: ICARCV '92: International Conference on Automation, Robotics and Computer Vision, Singapore, 16-18 Sept 1992,

Murray-Smith, R., Neumerkel, D. and Sbarbaro-Hofer, D. (1992) Neural networks for modelling and control of a non-linear dynamic system. In: IEEE International Symposium on Intelligent Control, Glasgow, Scotland, 11-13 August 1992, pp. 404-409. ISBN 0780305469 (doi:10.1109/ISIC.1992.225125)

This list was generated on Sat Apr 17 00:18:26 2021 BST.

Grants

Supervision

Research datasets

Jump to: 2020 | 2019
Number of items: 2.

2020

Williamson, J., Quek, M., Popescu, I., Ramsay, A. and Murray-Smith, R. (2020) Efficient human-machine control with asymmetric marginal reliability input devices. [Data Collection]

2019

Caramazza, P., Moran, O., Murray-Smith, R. and Faccio, D. (2019) Imaging natural scenes with a multi-mode a fibre. [Data Collection]

This list was generated on Sat Apr 17 20:00:07 2021 BST.