Hujun Yin

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Nigel M Allinson, MBEDistinguished Professor of Image Engineering, University of LincolnVerified email at lincoln.ac.uk
Bruce GrieveUniversity of ManchesterVerified email at manchester.ac.uk
Jing HuoNanjing UniversityVerified email at nju.edu.cn
Emilio CorchadoAssociate Professor of Computer Science, Salamanca UniversityVerified email at usal.es
Yinghuan Shi（史颖欢）Nanjing UniversityVerified email at nju.edu.cn
simon hubbardProfessor of Computational Biology, University of ManchesterVerified email at manchester.ac.uk
Carla S. Moller-LevetVerified email at surrey.ac.uk
Ali Rashed Bin Ghaith Al SuwaidiChief Innovation OfficerVerified email at dewa.gov.ae
Yao PengThe University of ManchesterVerified email at manchester.ac.uk
Weilin HuangAlibaba GroupVerified email at robots.ox.ac.uk
Michel HaritopoulosAssociate Professor, PRISME laboratory, University of Orléans, FranceVerified email at univ-orleans.fr
Wanqi YangNanjing Normal UniversityVerified email at njnu.edu.cn
Ananya GuptaResearch Scientist @ (Google) XVerified email at google.com
Lei CliftonSenior Medical Statistician, University of OxfordVerified email at ndph.ox.ac.uk
Kwang-Hyun ChoKorea Advanced Institute of Science and TechnologyVerified email at kaist.ac.kr
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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Handbook of neural computation E Fiesler, R Beale CRC Press, 2020	325	2020
ViSOM-a novel method for multivariate data projection and structure visualization H Yin IEEE Transactions on Neural Networks 13 (1), 237-243, 2002	278	2002
The self-organizing maps: background, theories, extensions and applications H Yin Computational intelligence: A compendium, 715-762, 2008	215	2008
Self-organizing mixture networks for probability density estimation H Yin, NM Allinson IEEE Transactions on Neural Networks 12 (2), 405-411, 2001	163	2001
Data visualisation and manifold mapping using the ViSOM H Yin Neural Networks 15 (8-9), 1005-1016, 2002	133	2002
Meta-learning with warped gradient descent S Flennerhag, AA Rusu, R Pascanu, F Visin, H Yin, R Hadsell arXiv preprint arXiv:1909.00025, 2019	124	2019
Exchange rate prediction using hybrid neural networks and trading indicators H Ni, H Yin Neurocomputing 72 (13-15), 2815-2823, 2009	106	2009
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	95	2002
On the distribution and convergence of feature space in self-organizing maps H Yin, NM Allinson Neural computation 7 (6), 1178-1187, 1995	89	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	84	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	80	2007
Kernel self-organising maps for classification KW Lau, H Yin, S Hubbard Neurocomputing 69 (16-18), 2033-2040, 2006	75	2006
On multidimensional scaling and the embedding of self-organising maps H Yin Neural Networks 21 (2-3), 160-169, 2008	63	2008
Learning nonlinear principal manifolds by self-organising maps H Yin Principal manifolds for data visualization and dimension reduction, 68-95, 2008	63	2008
Robust face recognition with structural binary gradient patterns W Huang, H Yin Pattern Recognition 68, 126-140, 2017	57	2017
Webcaricature: a benchmark for caricature recognition J Huo, W Li, Y Shi, Y Gao, H Yin arXiv preprint arXiv:1703.03230, 2017	57	2017
On the equivalence between kernel self-organising maps and self-organising mixture density networks H Yin Neural Networks 19 (6-7), 780-784, 2006	57	2006
Nonlinear dimensionality reduction and data visualization: a review H Yin International Journal of Automation and Computing 4 (3), 294-303, 2007	54	2007
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	48	2014
The challenges posed by global broadacre crops in delivering smart agri-robotic solutions: A fundamental rethink is required BD Grieve, T Duckett, M Collison, L Boyd, J West, H Yin, F Arvin, ... Global Food Security 23, 116-124, 2019	47	2019

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