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

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

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Number of items: 221.

2024

Puthiya Parambath, S. A. , Anagnostopoulos, C. and Murray-Smith, R. (2024) Sequential query prediction based on multi-armed bandits with ensemble of transformer experts and immediate feedback. Data Mining and Knowledge Discovery, 38(6), pp. 3758-3782. (doi: 10.1007/s10618-024-01057-4)

Fischer, F., Ikkala, A., Klar, M. , Fleig, A., Bachinski, M., Murray-Smith, R. , Hämäläinen, P., Oulasvirta, A. and Müller, J. (2024) SIM2VR: Towards Automated Biomechanical Testing in VR. In: ACM Symposium on User Interface Software and Technology 2024 (UIST 2024), Pittsburgh, PA, USA, 13-16 Oct 2024, p. 79. ISBN 9798400706288 (doi: 10.1145/3654777.3676452)

Kaul, C., Mitchell, K. J. , Kassem, K., Tragakis, A., Kapitany, V., Starshynov, I. , Villa, F., Murray-Smith, R. and Faccio, D. (2024) AI-enabled sensor fusion of time-of-flight imaging and mmWave for concealed metal detection. Sensors, 24(18), 5865. (doi: 10.3390/s24185865)

Johnstone, G.E. et al. (2024) High speed single pixel imaging using a microLED-on-CMOS light projector. Optics Express, 32(14), pp. 24615-24628. (doi: 10.1364/OE.525753) (Accepted for Publication)

Dudkina, E. et al. (2024) A comparison of centrality measures and their role in controlling the spread in epidemic networks. International Journal of Control, 97(6), pp. 1325-1340. (doi: 10.1080/00207179.2023.2204969)

Xu, S., Ge, X. , Kaul, C. and Murray-Smith, R. (2024) HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems. In: ICME 2024, Niagara Falls, ON, Canada, 15-19 July 2024, (Accepted for Publication)

Tragakis, A., Liu, Q., Kaul, C., Kumar Roy, S., Dai, H., Deligianni, F. , Murray-Smith, R. and Faccio, D. (2024) GLFNet: Global-Local (Frequency) Filter Networks for efficient Medical Image Segmentation. In: 21st IEEE International Symposium on Biomedical Imaging, Athens, Greece, 27-30 May 2024, (Accepted for Publication)

Aversa, M. et al. (2024) DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology. In: 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 10-16 December 2023,

Stein, S. , Williamson, J. H. and Murray-Smith, R. (2024) Towards Interaction Design with Active Inference: A Case Study on Noisy Ordinal Selection. In: 5th International Workshop on Active Inference (IWAI 2024), Oxford, UK, 09-11 Sep 2024, (Accepted for Publication)

2023

Higham, C. F. , Johnson, S. , Radwell, N., Padgett, M. J. and Murray-Smith, R. (2023) Efficient Bayesian deep inversion. Journal of Computational Dynamics, (doi: 10.3934/jcd.2023014) (Early Online Publication)

Taylor, W., Nioche, A. , Murray-Smith, R. , Cooper, J. , Abbasi, Q. and Imran, M. (2023) Contactless Healthcare Monitoring System Performance Analysis of Multiple Devices. In: IEEE MTT-S International Microwave Biomedical Conference (IMBioC 2023), Leuven, Belgium, 11-13 Sept 2023, ISBN 9781665492171 (doi: 10.1109/IMBioC56839.2023.10305099)

Rossetto, F., Dalton, J. and Murray-Smith, R. (2023) Generating Multimodal Augmentations with LLMs from Song Metadata for Music Information Retrieval. In: 1st Workshop on Large Generative Models Meet Multimodal Application (LGM3A), Ottawa, Canada, 2 November 2023, pp. 51-59. ISBN 9798400702839 (doi: 10.1145/3607827.3616842)

Mitton, J. and Murray-Smith, R. (2023) Subgraph permutation equivariant networks. Transactions on Machine Learning Research, (Early Online Publication)

Jegorova, M., Kaul, C., Mayor, C., O'Neil, A. Q., Weir, A., Murray-Smith, R. and Tsaftaris, S. A. (2023) Survey: Leakage and privacy at inference time. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(7), pp. 9090-9108. (doi: 10.1109/tpami.2022.3229593) (PMID:37015684)

Liu, Q., Kaul, C., Wang, J., Anagnostopoulos, C. , Murray-Smith, R. and Deligianni, F. (2023) Optimizing Vision Transformers for Medical Image Segmentation. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10096379)

Mitchell, K. , Kassem, K., Kaul, C., Kapitany, V., Binner, P., Ramsay, A. , Faccio, D. and Murray-Smith, R. (2023) mmSense: Detecting Concealed Weapons with a Miniature Radar Sensor. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10095884)

Xu, S., Kaul, C., Ge, X. and Murray-Smith, R. (2023) Continuous Interaction With a Smart Speaker via Low-Dimensional Embeddings of Dynamic Hand Pose. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10096097)

Oala, L. et al. (2023) Data models for dataset drift controls in machine learning with optical images. Transactions on Machine Learning Research,

Kaul, C., Mitton, J., Dai, H. and Murray-Smith, R. (2023) Convolutional Point Transformer. In: 16th Asian Conference on Computer Vision (ACCV2022), Macau SAR, China, 4-8 December 2022, pp. 308-324. ISBN 9783031270659 (doi: 10.1007/978-3-031-27066-6_22)

Tragakis, A., Kaul, C., Murray-Smith, R. and Husmeier, D. (2023) The Fully Convolutional Transformer for Medical Image Segmentation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2023), Waikoloa, HI, USA, 03-07 Jan 2023, pp. 1022-1031. ISBN 9781665493468 (doi: 10.1109/WACV56688.2023.00365)

2022

Murray-Smith, R. , Oulasvirta, A., Howes, A., Müller, J., Ikkala, A., Bachinski, M., Fleig, A., Fischer, F. and Klar, M. (2022) What simulation can do for HCI research. Interactions, 29(6), pp. 48-53. (doi: 10.1145/3564038)

Alvarez-Martin, J. A. , Doublein, T., Gollee, H. , Müller, J. and Murray-Smith, R. (2022) Understanding the variability of pointing tasks with event-driven intermittent control. IFAC-PapersOnLine, 55(30), pp. 323-328. (doi: 10.1016/j.ifacol.2022.11.073)

Mitton, J., Mekhail, S. , Padgett, M. , Faccio, D. , Aversa, M. and Murray-Smith, R. (2022) Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, Louisiana, United States of America, 28th November - 9th December 2022,

Ikkala, A., Fischer, F., Klar, M. , Bachinski, M., Fleig, A., Howes, A., Hämäläinen, P., Müller, J., Murray-Smith, R. and Oulasvirta, A. (2022) Breathing Life Into Biomechanical User Models. In: UIST ’22: The 35th Annual ACM Symposium on User Interface Software and Technology, Bend, OR, USA, 29 Oct - 02 Nov 2022, p. 90. ISBN 9781450393201 (doi: 10.1145/3526113.3545689)

Maadi, S., Stein, S. , Hong, J. and Murray-Smith, R. (2022) Real-time adaptive traffic signal control in a connected and automated vehicle environment: optimisation of signal planning with reinforcement learning under vehicle speed guidance. Sensors, 22(19), 7501. (doi: 10.3390/s22197501) (PMID:36236600) (PMCID:PMC9572689)

Puthiya Parambath, S. A. , Liu, S., Anagnostopoulos, C. , Murray-Smith, R. and Ounis, I. (2022) Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. In: 8th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2022), Madrid, Spain, 11-12 July 2022, ISBN 9781450394123 (doi: 10.1145/3539813.3545135)

Murray-Smith, R. , Williamson, J. H. and Tonolini, F. (2022) Human–computer interaction design and inverse problems. In: Williamson, J. H., Oulasvirta, A., Kristensson, P. O. and Banovic, N. (eds.) Bayesian Methods for Interaction and Design. Cambridge University Press, pp. 212-236. ISBN 9781108834995 (doi: 10.1017/9781108874830.010)

Siria, D. J. et al. (2022) Rapid age-grading and species identification of natural mosquitoes for malaria surveillance. Nature Communications, 13, 1501. (doi: 10.1038/s41467-022-28980-8) (PMID:35314683) (PMCID:PMC8938457)

Rusu, M. M., Schött, S. Y., Williamson, J. H. , Schmidt, A. and Murray-Smith, R. (2022) Low‐dimensional embeddings for interaction design. Advanced Intelligent Systems, 4(2), 2100045. (doi: 10.1002/aisy.202100045)

Gabbard, H., Messenger, C. , Heng, I. S. , Tonolini, F. and Murray-Smith, R. (2022) Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy. Nature Physics, 18(1), pp. 112-117. (doi: 10.1038/s41567-021-01425-7)

Dadamis, K., Williamson, J. and Murray-Smith, R. (2022) 3D Cues for Human Control of Target Acquisition in Auditory Augmented Reality. 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022), Bayreuth, Germany, 12-16 September 2022. (Accepted for Publication)

2021

Álvarez Martín, J. A. , Gollee, H. , Müller, J. and Murray-Smith, R. (2021) Intermittent control as a model of mouse movements. ACM Transactions on Computer-Human Interaction, 28(5), 35. (doi: 10.1145/3461836)

Claudio Quiros, A., Coudray, N., Yeaton, A., Sunhem, W., Murray-Smith, R. , Tsirigos, A. and Yuan, K. (2021) Adversarial Learning of Cancer Tissue Representations. In: 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), 27 Sept-1 Oct 2021, pp. 602-612. ISBN 9783030872366 (doi: 10.1007/978-3-030-87237-3_58)

Jia, Y., Kaul, C., Lawton, T., Murray-Smith, R. and Habli, I. (2021) Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. Artificial Intelligence in Medicine, 117, 102087. (doi: 10.1016/j.artmed.2021.102087)

Kaul, C., Pears, N., Dai, H., Murray-Smith, R. and Manandhar, S. (2021) Focusnet++: attentive aggregated transformations for efficient and accurate medical image segmentation. In: IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021, pp. 1042-1046. ISBN 9781665412469 (doi: 10.1109/ISBI48211.2021.9433918)

Müller-Putz, G. et al. (2021) Non-invasive brain–computer interfaces for control of grasp neuroprosthesis: The European MoreGrasp initiative. In: Müller-Putz, G. and Rupp, R. (eds.) Neuroprosthetics and Brain-Computer Interfaces in Spinal Cord Injury: A Guide for Clinicians and End Users. Springer: Cham, pp. 307-352. ISBN 9783030685447 (doi: 10.1007/978-3-030-68545-4_13)

Claudio Quiros, A., Murray-Smith, R. and Yuan, K. (2021) PathologyGAN: Learning deep representations of cancer tissue. Journal of Machine Learning for Biomedical Imaging, 2021(4), pp. 1-48.

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)

Bin, M., Crisostomi, E., Ferraro, P., Murray-Smith, R. , Parisini, T., Shorten, R. and Stein, S. (2021) Hysteresis-based supervisory control with application to non-pharmaceutical containment of COVID-19. Annual Reviews in Control, 52, pp. 508-522. (doi: 10.1016/j.arcontrol.2021.07.001) (PMID:34404974) (PMCID:PMC8361045)

Kaul, C., Pears, N., Dai, H., Murray-Smith, R. and Manandhar, S. (2021) Penalizing small errors using an Adaptive Logarithmic Loss. In: Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. and Vezzani, R. (eds.) Pattern Recognition. ICPR International Workshops and Challenges. Series: Lecture Notes in Computer Science, 12661. Springer: Cham, pp. 368-375. ISBN 9783030687632 (doi: 10.1007/978-3-030-68763-2_28)

Puthiya Parambath, S. , Anagnostopoulos, C. , Murray-Smith, R. , MacAvaney, S. and Zervas, E. (2021) Max-Utility Based Arm Selection Strategy for Sequential Query Recommendations. In: 13th Asian Conference on Machine Learning (ACML 2021), 17-19 Nov 2021, pp. 564-579.

Tonolini, F., Moreno, P. G., Damianou, A. and Murray-Smith, R. (2021) Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data. In: International Conference on Learning Representations (ICLR 2021), Vienna, Austria, 04 May 2021,

2020

Claudio Quiros, A., Murray-Smith, R. and Yuan, K. (2020) Learning a Low Dimensional Manifold of Real Cancer Tissue with PathologyGAN. NeurIPS 2020 Learning Meaningful Representations of Life, 11 Dec 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) (PMID:33211725) (PMCID:PMC7676669)

Claudio Quiros, A., Murray-Smith, R. and Yuan, K. (2020) PathologyGAN: Learning Deep Representations of Cancer Tissue. In: Third Conference on Medical Imaging with Deep Learning, Montreal, Canada, 6-9 Jul 2020, 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) (PMID:32479507) (PMCID:PMC7263597)

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 â�� 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 Wed Nov 20 21:21:32 2024 GMT.

Jump to: Articles | Book Sections | Edited Books | Conference or Workshop Item | Conference Proceedings

Number of items: 218.

Articles

Johnstone, G.E. et al. (2024) High speed single pixel imaging using a microLED-on-CMOS light projector. Optics Express, 32(14), pp. 24615-24628. (doi: 10.1364/OE.525753) (Accepted for Publication)

Mitton, J. and Murray-Smith, R. (2023) Subgraph permutation equivariant networks. Transactions on Machine Learning Research, (Early Online Publication)

Oala, L. et al. (2023) Data models for dataset drift controls in machine learning with optical images. Transactions on Machine Learning Research,

Claudio Quiros, A., Murray-Smith, R. and Yuan, K. (2021) PathologyGAN: Learning deep representations of cancer tissue. Journal of Machine Learning for Biomedical Imaging, 2021(4), pp. 1-48.

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)

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

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. 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)

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)

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)

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)

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)

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)

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)

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.

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.

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

Edited Books

Conference or Workshop Item

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,

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.

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. 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,

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,

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.

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,

This list was generated on Wed Nov 20 21:21:32 2024 GMT.

Grants

DIFAI: Designing Interaction Freedom via Active Inference, ERC Advanced Grant awarded (proposal 101097708), 2023-2028, €2.5M, funded via UK guarantee scheme as EPSRC grant EP/Y029178/1.
Quantum Imaging for Monitoring of Wellbeing and Disease in Communities, EPSRC EP/T021020/1, 2020-2025, £5.65M
Fast multi-shot epidemic interventions for post lockdown Covid-19 mitigation: Open-loop mitigation strategies, EPSRC funded project, EP/V018450/1. July-November 2020
Closed-loop Data Science EPSRC 2018-2022, £3M.
QuantIC - Quantum Technology Hub in Quantum imaging EPSRC 2016-2024.
iCaird - the Industrial Centre for Artificial Intelligence Research in Digital Diagnostics, InnovateUK 2018-2021, £10M,
Google donation, $200,000.
Industrial projects: Aegean Airlines Ph.D. studentship, Amazon/Quantic Ph.D. studentship, Moodagent Ph.D. studentship, dotPhoton Ph.D. studentship, Thales/Quantic Ph.D. studentship.

Supervision

Charvet, Valentin
Dimensionless Bayesian model-based Reinforcement Learning
Neill, Oliver
Optimisation of optical neuromorphic systems
Pais Malacalza, Valeria
Physics-informed and physics-constrained machine learning for next generation imaging
Ravindran, Anith
Techniques for Subtle Gestural Interaction Using Millimeter Wave Radar
Sweetland, Jonathan
Computational Intelligence for algorithmic support of teams in data-intensive contexts
Xu, Songpei
Machine learning and artificial assistants

Research datasets

Jump to: 2022 | 2020 | 2019

Number of items: 3.

2022

Siria, D., Sanou, R., Mitton, J., Mwanga, E., Niang, A., Saré, I., Johnson, P. , Wynne, K. , Murray-Smith, R. , Ferguson, H. , Gonzalez Jimenez, M. , Babayan, S. , Diabaté, A., Okumu, F. and Baldini, F. (2022) Rapid age-grading and species identification of natural mosquitoes for malaria surveillance. [Data Collection]

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 Thu Nov 21 06:35:20 2024 GMT.

Roderick Murray-Smith

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Professor Roderick Murray-Smith

Biography

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Articles

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Conference Proceedings

Grants

Supervision

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2022

2020

2019