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
Emilio CorchadoAssociate Professor of Computer Science, Salamanca UniversityVerified email at usal.es
Jing HuoNanjing UniversityVerified email at nju.edu.cn
Yao PengThe University of ManchesterVerified email at manchester.ac.uk
Yinghuan Shi（史颖欢）Nanjing UniversityVerified email at nju.edu.cn
Ali Rashed Bin Ghaith Al SuwaidiChief Innovation OfficerVerified email at dewa.gov.ae
simon hubbardProfessor of Computational Biology, University of ManchesterVerified email at manchester.ac.uk
Carla S. Moller-LevetVerified email at surrey.ac.uk
Ananya GuptaResearch Scientist @ (Google) XVerified email at google.com
Wanqi YangNanjing Normal UniversityVerified email at njnu.edu.cn
Weilin HuangAlibaba GroupVerified email at robots.ox.ac.uk
Lei CliftonSenior Medical Statistician, University of OxfordVerified email at ndph.ox.ac.uk
Michel HaritopoulosAssociate Professor, PRISME laboratory, University of Orléans, FranceVerified email at univ-orleans.fr
Sebastian FlennerhagResearch Scientist at DeepMindVerified email at google.com
Kwang-Hyun ChoKorea Advanced Institute of Science and TechnologyVerified email at kaist.ac.kr
Peter TinoProfessor of Complex and Adaptive Systems, University of Birmingham, UKVerified email at cs.bham.ac.uk
David A. CliftonChair of Clinical Machine Learning, University of OxfordVerified email at eng.ox.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	347	2020
ViSOM-a novel method for multivariate data projection and structure visualization H Yin IEEE Transactions on Neural Networks 13 (1), 237-243, 2002	290	2002
The self-organizing maps: background, theories, extensions and applications H Yin Computational intelligence: A compendium, 715-762, 2008	257	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	213	2019
Self-organizing mixture networks for probability density estimation H Yin, NM Allinson IEEE Transactions on Neural Networks 12 (2), 405-411, 2001	171	2001
Data visualisation and manifold mapping using the ViSOM H Yin Neural Networks 15 (8-9), 1005-1016, 2002	137	2002
Exchange rate prediction using hybrid neural networks and trading indicators H Ni, H Yin Neurocomputing 72 (13-15), 2815-2823, 2009	117	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	94	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	85	2005
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	81	2019
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	80	2006
Deep learning models for denoising ECG signals CTC Arsene, R Hankins, H Yin 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019	78	2019
Webcaricature: a benchmark for caricature recognition J Huo, W Li, Y Shi, Y Gao, H Yin arXiv preprint arXiv:1703.03230, 2017	75	2017
Recent advances with the growing hierarchical self-organizing map N Allinson, H Yin, L Allinson, J Slack, M Dittenbach, A Rauber, D Merkl Advances in Self-Organising Maps, 140-145, 2001	74	2001
Feature pyramid encoding network for real-time semantic segmentation M Liu, H Yin arXiv preprint arXiv:1909.08599, 2019	72	2019
Learning nonlinear principal manifolds by self-organising maps H Yin Principal manifolds for data visualization and dimension reduction, 68-95, 2008	72	2008
Springer International Publishing: Cham H Yin, D Camacho, P Novais, AJ Tallón-Ballesteros Switzerland, 2018	71	2018
On multidimensional scaling and the embedding of self-organising maps H Yin Neural Networks 21 (2-3), 160-169, 2008	67	2008

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