Hujun Yin
Hujun Yin
School of Electrical and Electronic Engineering, The University of Manchester
Verified email at - Homepage
Cited by
Cited by
Handbook of neural computation
E Fiesler, R Beale
CRC Press, 2020
ViSOM-a novel method for multivariate data projection and structure visualization
H Yin
IEEE Transactions on Neural Networks 13 (1), 237-243, 2002
The self-organizing maps: background, theories, extensions and applications
H Yin
Computational intelligence: A compendium, 715-762, 2008
Self-organizing mixture networks for probability density estimation
H Yin, NM Allinson
IEEE Transactions on Neural Networks 12 (2), 405-411, 2001
Data visualisation and manifold mapping using the ViSOM
H Yin
Neural Networks 15 (8-9), 1005-1016, 2002
Image denoising using self-organizing map-based nonlinear independent component analysis
M Haritopoulos, H Yin, NM Allinson
Neural Networks 15 (8-9), 1085-1098, 2002
Exchange rate prediction using hybrid neural networks and trading indicators
H Ni, H Yin
Neurocomputing 72 (13-15), 2815-2823, 2009
On the distribution and convergence of feature space in self-organizing maps
H Yin, NM Allinson
Neural computation 7 (6), 1178-1187, 1995
Clustering of unevenly sampled gene expression time-series data
CS Möller-Levet, F Klawonn, KH Cho, H Yin, O Wolkenhauer
Fuzzy sets and Systems 152 (1), 49-66, 2005
Packet shaping for mixed rate 802.11 wireless networks
LJ Cimini Jr, Z Kostic, KK Leung, H Yin
US Patent 7,301,965, 2007
Kernel self-organising maps for classification
KW Lau, H Yin, S Hubbard
Neurocomputing 69 (16-18), 2033-2040, 2006
PepSeeker: a database of proteome peptide identifications for investigating fragmentation patterns
T McLaughlin, JA Siepen, J Selley, JA Lynch, KW Lau, H Yin, SJ Gaskell, ...
Nucleic Acids Research 34 (suppl_1), D649-D654, 2006
On multidimensional scaling and the embedding of self-organising maps
H Yin
Neural Networks 21 (2-3), 160-169, 2008
Learning nonlinear principal manifolds by self-organising maps
H Yin
Principal manifolds for data visualization and dimension reduction, 68-95, 2008
Meta-learning with warped gradient descent
S Flennerhag, AA Rusu, R Pascanu, F Visin, H Yin, R Hadsell
arXiv preprint arXiv:1909.00025, 2019
On the equivalence between kernel self-organising maps and self-organising mixture density networks
H Yin
Neural Networks 19 (6-7), 780-784, 2006
Robust face recognition with structural binary gradient patterns
W Huang, H Yin
Pattern Recognition 68, 126-140, 2017
Probabilistic novelty detection with support vector machines
L Clifton, DA Clifton, Y Zhang, P Watkinson, L Tarassenko, H Yin
IEEE Transactions on Reliability 63 (2), 455-467, 2014
Advances in self-organising maps
N Allinson, H Yin, L Allinson, J Slack
Springer Science & Business Media, 2012
Nonlinear dimensionality reduction and data visualization: a review
H Yin
International Journal of Automation and Computing 4 (3), 294-303, 2007
The system can't perform the operation now. Try again later.
Articles 1–20