Hujun Yin

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Nigel M Allinson, MBEDistinguished Professor of Image Engineering, University of LincolnVerified email at lincoln.ac.uk
Emilio CorchadoAssociate Professor of Computer Science, Salamanca UniversityVerified email at usal.es
Bruce GrieveUniversity of ManchesterVerified email at manchester.ac.uk
Jing HuoNanjing UniversityVerified email at nju.edu.cn
Yinghuan ShiNanjing UniversityVerified email at nju.edu.cn
Carla S. Moller-LevetVerified email at surrey.ac.uk
simon hubbardProfessor of Computational Biology, University of ManchesterVerified email at manchester.ac.uk
Michel HaritopoulosAssociate Professor, PRISME laboratory, University of Orléans, FranceVerified email at univ-orleans.fr
Weilin HuangMalong TechnologiesVerified email at robots.ox.ac.uk
Yao PengThe University of ManchesterVerified email at manchester.ac.uk
Ali Rashed Bin Ghaith Al SuwaidiSr. Specialist - InnovationVerified email at dewa.gov.ae
Wanqi YangNanjing Normal UniversityVerified email at njnu.edu.cn
Lei CliftonSenior Medical Statistician, University of OxfordVerified email at csm.ox.ac.uk
Kwang-Hyun ChoKorea Advanced Institute of Science and TechnologyVerified email at kaist.ac.kr
Ananya GuptaResearch Scientist @ (Google) XVerified email at google.com
Sebastian FlennerhagResearch Scientist at DeepMindVerified email at google.com
David A. CliftonProfessor of Clinical Machine Learning, University of OxfordVerified email at eng.ox.ac.uk
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKVerified email at cs.bham.ac.uk
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongVerified email at cityu.edu.hk
Jonathan GabbaiVerified email at alumni.manchester.ac.uk

Hujun Yin

School of Electrical and Electronic Engineering, The University of Manchester

Verified email at manchester.ac.uk - Homepage

Neural networks image processing face recognition dimension reduction time series


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Handbook of neural computation E Fiesler, R Beale CRC Press, 2020	313	2020
ViSOM-a novel method for multivariate data projection and structure visualization H Yin IEEE Transactions on Neural Networks 13 (1), 237-243, 2002	266	2002
The self-organizing maps: background, theories, extensions and applications H Yin Computational intelligence: A compendium, 715-762, 2008	182	2008
Self-organizing mixture networks for probability density estimation H Yin, NM Allinson IEEE Transactions on Neural Networks 12 (2), 405-411, 2001	158	2001
Data visualisation and manifold mapping using the ViSOM H Yin Neural Networks 15 (8-9), 1005-1016, 2002	132	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	94	2002
Exchange rate prediction using hybrid neural networks and trading indicators H Ni, H Yin Neurocomputing 72 (13-15), 2815-2823, 2009	87	2009
On the distribution and convergence of feature space in self-organizing maps H Yin, NM Allinson Neural computation 7 (6), 1178-1187, 1995	86	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	81	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	78	2007
Kernel self-organising maps for classification KW Lau, H Yin, S Hubbard Neurocomputing 69 (16-18), 2033-2040, 2006	73	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	69*	2006
On multidimensional scaling and the embedding of self-organising maps H Yin Neural Networks 21 (2-3), 160-169, 2008	62	2008
Learning nonlinear principal manifolds by self-organising maps H Yin Principal manifolds for data visualization and dimension reduction, 68-95, 2008	61	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	56	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	55	2006
Robust face recognition with structural binary gradient patterns W Huang, H Yin Pattern Recognition 68, 126-140, 2017	49	2017
Advances in self-organising maps N Allinson, H Yin, L Allinson, J Slack Springer Science & Business Media, 2012	47	2012
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	46	2014
Nonlinear dimensionality reduction and data visualization: a review H Yin International Journal of Automation and Computing 4 (3), 294-303, 2007	46	2007

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