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Roderick Murray-Smith

Roderick Murray-Smith

D-Index & Metrics

Computer Science

D-Index
57
Citations
11939
World Ranking
3874
National Ranking
237

Overview

Roderick Murray-Smith is affiliated with the University of Glasgow in the United Kingdom and specializes primarily in the field of Computer Science. Their research encompasses several subfields, including Artificial Intelligence, Computer Vision and Pattern Recognition, Human-Computer Interaction, Cognitive Neuroscience, and Radiology, Nuclear Medicine and Imaging.

The research topics explored by Murray-Smith cover diverse areas such as AI in cancer detection, Generative Adversarial Networks and Image Synthesis, Radiomics and Machine Learning in Medical Imaging, Interactive and Immersive Displays, Advanced Optical Sensing Technologies, Hand Gesture Recognition Systems, and Tactile and Sensory Interactions.

Some of their recent published papers include:

  • Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy, 2021, Nature Physics
  • The Fully Convolutional Transformer for Medical Image Segmentation, 2023, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • What simulation can do for HCI research, 2022, interactions
  • Post-lockdown abatement of COVID-19 by fast periodic switching, 2021, PLoS Computational Biology
  • Prediction of weaning from mechanical ventilation using Convolutional Neural Networks, 2021, Artificial Intelligence in Medicine

Murray-Smith has collaborated frequently with several co-authors, including:

  • Chaitanya Kaul
  • Joshua Mitton
  • Marco Aversa
  • Sebastian Stein
  • Athanasios Tragakis

Their work has been published across a range of venues with multiple contributions, notably:

  • arXiv (Cornell University)
  • Sensors
  • Zenodo (CERN European Organization for Nuclear Research)
  • PLoS ONE
  • ACM Transactions on Computer-Human Interaction

Best Publications

  • Multiple Model Approaches to Modelling and Control

    Roderick Murray-Smith;Tor Arne Johansen

  • Combining Brain-Computer Interfaces and Assistive Technologies: State-of-the-Art and Challenges.

    José del R. Millán;Rüdiger Rupp;Gernot Müller-Putz;Rod Murray-Smith

  • On the interpretation and identification of dynamic Takagi-Sugeno fuzzy models

    T.A. Johansen;R. Shorten;R. Murray-Smith

  • Derivative Observations in Gaussian Process Models of Dynamic Systems

    E. Solak;R. Murray-smith;W. E. Leithead;D. J. Leith

  • Gaussian Process Priors with Uncertain Inputs Application to Multiple-Step Ahead Time Series Forecasting

    Agathe Girard;Carl Edward Rasmussen;Joaquin Quiñonero Candela;Roderick Murray-Smith

  • Gaussian process model based predictive control

    J. Kocijan;R. Murray-Smith;C.E. Rasmussen;A. Girard

  • Deep learning for real-time single-pixel video.

    Catherine F. Higham;Roderick Murray-Smith;Miles J. Padgett;Matthew P. Edgar

  • A Dose of Reality: Overcoming Usability Challenges in VR Head-Mounted Displays

    Mark McGill;Daniel Boland;Roderick Murray-Smith;Stephen Brewster

  • Dynamic systems identification with Gaussian processes

    Juš Kocijan;Agathe Girard;Blaž Banko;Roderick Murray-Smith

  • Extending the functional equivalence of radial basis function networks and fuzzy inference systems

    K.J. Hunt;R. Haas;R. Murray-Smith

  • Transmission of natural scene images through a multimode fibre.

    Piergiorgio Caramazza;Oisín Moran;Roderick Murray-Smith;Daniele Faccio

  • Shoogle: excitatory multimodal interaction on mobile devices

    John Williamson;Roderick Murray-Smith;Stephen Hughes

  • Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy.

    Hunter Gabbard;Chris Messenger;Ik Siong Heng;Francesco Tonolini

  • Shoogle: multimodal excitatory interaction on mobile devices

    J. Williamson;R. Murray-Smith;S. Hughes

  • THE BERLIN BRAIN-COMPUTER INTERFACE PRESENTS THE NOVEL MENTAL TYPEWRITER HEX-O-SPELL

    Benjamin Blankertz;Guido Dornhege;Matthias Krauledat;Michael Schröder

  • GpsTunes: controlling navigation via audio feedback

    Steven Strachan;Parisa Eslambolchilar;Roderick Murray-Smith;Stephen Hughes

  • A note on brain actuated spelling with the Berlin brain-computer interface

    Benjamin Blankertz;Matthias Krauledat;Guido Dornhege;John Williamson

  • A local model network approach to nonlinear modelling

    Roderick Murray-Smith

  • Hierarchical Gaussian process mixtures for regression

    J. Q. Shi;R. Murray-Smith;D. M. Titterington

  • The operating regime approach to nonlinear modelling and control

    T.A. Johansen;R. Murray-Smith

  • Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces

    J. Williamson;R. Murray-Smith;B. Blankertz;M. Krauledat

Frequent Co-Authors

Daniele Faccio
Daniele Faccio University of Glasgow
Stephen Brewster
Stephen Brewster University of Glasgow
Robert Shorten
Robert Shorten Imperial College London
Carl Edward Rasmussen
Carl Edward Rasmussen University of Cambridge
Matt Jones
Matt Jones Swansea University
Douglas J. Leith
Douglas J. Leith Trinity College Dublin
Tor Arne Johansen
Tor Arne Johansen Norwegian University of Science and Technology
Miles J. Padgett
Miles J. Padgett University of Glasgow
Barak A. Pearlmutter
Barak A. Pearlmutter National University of Ireland, Maynooth
Benjamin Blankertz
Benjamin Blankertz Technical University of Berlin

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