Prof Roderick Murray-Smith

- Professor (Computing Science)
telephone: 01413304984
email: Roderick.Murray-Smith@glasgow.ac.uk
Personal site: http://www.dcs.gla.ac.uk/~rod/
Biography:
Roderick Murray-Smith is a Professor of Computing Science at Glasgow University, where he runs the "Dynamics and Interaction" research group. He works in the overlap between machine learning, interaction design and control theory. In recent years his research has included multimodal sensor-based interaction with mobile devices, mobile spatial interaction, Brain-Computer interaction and nonparametric machine learning. Prior to this he held positions at the Hamilton Institute, NUIM, Technical University of Denmark, M.I.T., and Daimler-Benz Research, Berlin. He works closely with the mobile phone industry, having worked together with Nokia, Samsung, FT/Orange, Bang & Olufsen and Microsoft. He is a member of Nokia's Scientific Advisory Board. He has co-authored three edited volumes, 17 journal papers, 15 book chapters, and 70 conference papers.
Research Interests:
- Mobile Human Computer Interaction
- Machine Learning
- Brain Computer Interaction
- Dynamic Systems
- Probabilistic Inference
2011
Norrie, L., and Murray-Smith, R. (2011) Virtual sensors: rapid prototyping of ubiquitous interaction with a mobile phone and a Kinect. In: MobileHCI 2011, 30 Aug - 2 Sep 2011, Stockholm.
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, 7-12 May, 2011, Vancouver, Canada.
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 , 7-12 May 2011, Vancouver, B.C..
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, 30 Aug - 2 Sep 2011, Stockholm.
2010
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. ISSN 1942-390X (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
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
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
Vinciarelli, A., Murray-Smith, R. , and Bourlard, H. (2010) Mobile social signal processing: vision and research issues. In: International Workshop on Mobile HCI, 7 Sept 2010, Lisbon, Portugal.
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
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, 10-15 April 2010, Atlanta, USA.
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)
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. ISSN 1071-5819 (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. ISSN 1617-4909 (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, 5 April 2009, Boston, MA, USA.
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, 29-30 Oct 2009, London, UK.
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. ISSN 1942-390X (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. ISSN 1942-390X (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. ISSN 0302-9743 (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. ISSN 1071-5819 (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., Murray-Smith, R. , Brewster, S.A. , and Musizza, B. (2008) Instrumented usability analysis for mobile devices. In: Lumsden, J. (ed.) Handbook of Research on User Interface Design and Evaluation for Mobile Technology. Information Science Reference, Hershey, PA.. 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. ISSN 0302-9743 (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
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
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. ISSN 1611-3349 (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, April 28-May 3 2007, San Jose, California, USA.
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, April 28-May 3 2007, San Jose, California, USA.
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, 28 April-3 May 2007, San Jose, California, USA.
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., 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, April 28-May 3 2007, San Jose, California, USA.
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.
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. ISSN 0302-9743 (doi:10.1007/11965152_1)
Leith, DJ, Leithead, WE, 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, 12-15 September 2006, Helsinki, Finland.
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. ISSN 1387-3954 (doi:10.1080/13873950500068567)
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. ISSN 1534-4320 (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. ISSN 1611-3349 (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. ISSN 0960-3174 (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. ISSN 0302-9743
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 (3355). 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, 2-7 April 2005, Portland, Oregon.
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), 2-6 August 2005, Cambridge, MA, USA.
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., 12-15 December 2005, Seville, Spain.
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), 18-22 April 2005, Barcelona, Spain.
Kocijan, J., and Murray-Smith, R. (2005) Nonlinear predictive control with a gaussian process model. Lecture Notes in Computer Science, 3355 . pp. 185-200. ISSN 1611-3349 (doi:10.1007/b105497)
Murray-Smith, R, and Pearlmutter, BA (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. ISSN 1611-3349 (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. ISSN 1611-3349 (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, 19-22 September 2005, Salzburg, Austria.
Williamson, J., and Murray-Smith, R. (2005) Sonification of probabilistic feedback through granular synthesis. IEEE Multimedia, 12 . pp. 45-52.
Williamson, J., and Murray-Smith, R. (2005) Sonification of probabilistic feedback through granular synthesis. IEEE Multimedia, 12 (2). pp. 45-52. ISSN 1070-986X (doi:10.1109/MMUL.2005.37)
2004
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., and Murray-Smith, R. (2004) Variability in wrist-tilt accelerometer based gesture interfaces. Lecture Notes in Computer Science, 3160 . pp. 144-155. ISSN 1611-3349 (doi:10.1007/b100594)
Crossan, A., Williamson, J. , and Murray-Smith, R. (2004) Haptic granular synthesis: targeting, visualisation and texturing. In: Eighth International Conference on Information Visualisation, 14-16 July 2004, Maynooth, Ireland.
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., 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
Eslambolchilar, P., Crossan, A. , and Murray-Smith, R. (2004) Model-based target sonification on mobile devices. In: International Workshop on Interactive Sonification, 8 January 2004, Bielefeld, Germany.
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. ISSN 1611-3349 (doi:10.1007/b100594)
Kocijan, J., Murray-Smith, R. , Rasmussen, C.E., and Girard, A. (2004) Gaussian process model based predictive control. In: American Control Conference, 30 June - 2 July 2004, Boston, Massachusetts.
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, 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.
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. ISSN 1611-3349 (doi:10.1007/b100594)
Williamson, J., and Murray-Smith, R. (2004) Granular synthesis for display of time-varying probability densities. In: International Workshop on Interactive Sonification, 8 January 2004, Bielefeld, Germany.
Williamson, J., and Murray-Smith, R. (2004) Pointing Without a Pointer. In: Conference on Human Factors in Computing Systems, 24-29 April 2004, Vienna, Austria.
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, 5-8 October 2003, Washington, D.C., USA.
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, 9-14 December 2002, Vancouver, Canada.
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, 27-29 August 2003, Rotterdam, Netherlands.
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, 9-14 December 2002, Vancouver, Canada.
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, 10-13 December 2002, Las Vegas, Nevada, USA.
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, 21-26 July 2002, Barcelona, Spain.
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, 2058 . 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. ISSN 1063-6706 (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, June 2000, Dublin, Ireland.
Leith, D.J., Murray-Smith, R. , and Leithead, W.E. (2000) Nonlinear structure identification: a Gaussian process prior/velocity-based approach. In: Control 2000, Sept 2000, Cambridge, UK.
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. ISSN 0020-7179 (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, 31 August - 3 September 1999, Karlsruhe, Germany.
Shorten, R., Murray-Smith, R. , Bjørgan, R., and Gollee, H. (1999) On the interpretation of basis function networks. In: Irish Signals and Systems Conference, June 1999, Glaway, Ireland.
Williamson, M., Murray-Smith, R. , and Hansen, V. (1999) Robot docking using mixtures of Gaussians. In: Conference on Neural Information Processing Systems, 30 November - 5 December 1998, Colorado, USA.
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, 16-18 September 1998, Kyoto, Japan.
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. ISSN 1045-9227 (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. ISSN 0129-0657
1995
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
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
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, 7-9 Sept 2004, Prague, Czech Republic.
Murray-Smith, R. (1994) Local model networks and local learning. In: Fuzzy Duisburg '94: International Workshop on Fuzzy Technologies in Automation and Intelligent Systems, 7-8 April 1994, Duisburg, Germany.
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, 7-9 Sept 2004, Prague, Czech Republic.
Shorten, R., and Murray-Smith, R. (1994) On normalising radial basis function networks. In: 4th Irish Neural Networks Conference, Sept 1994, Dublin, Ireland.
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, 11-12 July 1993., Washington, D.C., USA.
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
1992
Murray-Smith, R. (1992) A fractal radial basis function network for modelling. In: ICARCV '92: International Conference on Automation, Robotics and Computer Vision, 16-18 Sept 1992, Singapore.
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, 11-13 August 1992, Glasgow, Scotland.
