Yuan Shen
Yuan Shen
Independent Research Fellow, Nottingham Trent University
E-mail confirmado em ntu.ac.uk
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Ano
Dimensional complexity and spectral properties of the human sleep EEG
Y Shen, E Olbrich, P Achermann, PF Meier
Clinical Neurophysiology 114 (2), 199-209, 2003
1402003
Variational inference for diffusion processes
C Archambeau, M Opper, Y Shen, D Cornford, J Shawe-Taylor
MIT, 2008
1002008
Estimating the Hurst index of a self-similar process via the crossing tree
OD Jones, Y Shen
IEEE Signal Processing Letters 11 (4), 416-419, 2004
382004
Learning predictive statistics: strategies and brain mechanisms
R Wang, Y Shen, P Tino, AE Welchman, Z Kourtzi
Journal of Neuroscience 37 (35), 8412-8427, 2017
262017
Unravelling socio-motor biomarkers in schizophrenia
P Słowiński, F Alderisio, C Zhai, Y Shen, P Tino, C Bortolon, ...
npj Schizophrenia 3 (1), 1-10, 2017
262017
A comparison of variational and Markov chain Monte Carlo methods for inference in partially observed stochastic dynamic systems
Y Shen, C Archambeau, D Cornford, M Opper, J Shawe-Taylor, R Barillec
Journal of Signal Processing Systems 61 (1), 51-59, 2010
162010
Personalized medication response prediction for attention-deficit hyperactivity disorder: learning in the model space vs. learning in the data space
HK Wong, PA Tiffin, MJ Chappell, TE Nichols, PR Welsh, OM Doyle, ...
Frontiers in physiology 8, 199, 2017
152017
Classifying cognitive profiles using machine learning with privileged information in mild cognitive impairment
HH Alahmadi, Y Shen, S Fouad, CDB Luft, P Bentham, Z Kourtzi, P Tino
Frontiers in computational neuroscience 10, 117, 2016
122016
Spatial–temporal modelling of fMRI data through spatially regularized mixture of hidden process models
Y Shen, SD Mayhew, Z Kourtzi, P Tiňo
NeuroImage 84, 657-671, 2014
122014
Multimodal imaging of brain connectivity reveals predictors of individual decision strategy in statistical learning
VM Karlaftis, J Giorgio, PE Vértes, R Wang, Y Shen, P Tino, AE Welchman, ...
Nature human behaviour 3 (3), 297-307, 2019
112019
Functional brain networks for learning predictive statistics
J Giorgio, VM Karlaftis, R Wang, Y Shen, P Tino, A Welchman, Z Kourtzi
cortex 107, 204-219, 2018
112018
An efficient algorithm to determine fractal dimensions of point sets
RM Füchslin, Y Shen, PF Meier
Physics Letters A 285 (1-2), 69-75, 2001
102001
Learning predictive statistics from temporal sequences: Dynamics and strategies
R Wang, Y Shen, P Tino, AE Welchman, Z Kourtzi
Journal of vision 17 (12), 1-1, 2017
82017
A new variational radial basis function approximation for inference in multivariate diffusions
MD Vrettas, D Cornford, M Opper, Y Shen
Neurocomputing 73 (7-9), 1186-1198, 2010
82010
Advances in Neural Information Processing Systems 20
C Archambeau, M Opper, Y Shen, D Cornford, J Shawe-Taylor, J Platt, ...
MIT Press, 2008
82008
Classification framework for partially observed dynamical systems
Y Shen, P Tino, K Tsaneva-Atanasova
Physical Review E 95 (4), 043303, 2017
72017
Analyzing self-similarity in network traffic via the crossing tree
OD Jones, Y Shen
Online preprint available from: www. maths. soton. ac. uk/staff/ODJones …, 2003
62003
Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions
Y Shen, D Cornford, M Opper, C Archambeau
Computational Statistics 27 (1), 149-176, 2012
52012
A variational radial basis function approximation for diffusion processes
MD Vrettas, D Cornford, Y Shen
17th European Symposium on Artificial Neural Networks: Advances in …, 2009
52009
Interpreting the filters in the first layer of a convolutional neural network for sleep stage classification
G Turabee, Y Shen, G Cosma
UK Workshop on Computational Intelligence, 142-154, 2019
32019
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Artigos 1–20