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
Yao PengThe University of ManchesterVerified email at manchester.ac.uk
Jing HuoNanjing UniversityVerified email at nju.edu.cn
Ali Rashed Bin Ghaith Al SuwaidiChief Innovation OfficerVerified email at dewa.gov.ae
Emilio CorchadoAssociate Professor of Computer Science, Salamanca UniversityVerified email at usal.es
Yinghuan Shi（史颖欢）Nanjing UniversityVerified email at nju.edu.cn
Ananya GuptaResearch Scientist @ (Google) XVerified email at google.com
simon hubbardProfessor of Computational Biology, University of ManchesterVerified email at manchester.ac.uk
Carla S. Moller-LevetVerified email at surrey.ac.uk
Wanqi YangNanjing Normal UniversityVerified email at njnu.edu.cn
Weilin HuangAlibaba GroupVerified email at robots.ox.ac.uk
Michel HaritopoulosAssociate Professor, PRISME laboratory, University of Orléans, FranceVerified email at univ-orleans.fr
Lei CliftonSenior Medical Statistician, University of OxfordVerified email at ndph.ox.ac.uk
Sebastian FlennerhagResearch Scientist at DeepMindVerified email at google.com
Kwang-Hyun ChoKorea Advanced Institute of Science and TechnologyVerified email at kaist.ac.kr
David A. CliftonChair 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	351	2020
ViSOM-a novel method for multivariate data projection and structure visualization H Yin IEEE Transactions on Neural Networks 13 (1), 237-243, 2002	296	2002
The self-organizing maps: background, theories, extensions and applications H Yin Computational intelligence: A compendium, 715-762, 2008	271	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	245	2019
Self-organizing mixture networks for probability density estimation H Yin, NM Allinson IEEE Transactions on Neural Networks 12 (2), 405-411, 2001	177	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	123	2009
Design and experimental validation of deep reinforcement learning-based fast trajectory planning and control for mobile robot in unknown environment R Chai, H Niu, J Carrasco, F Arvin, H Yin, B Lennox IEEE Transactions on Neural Networks and Learning Systems 35 (4), 5778-5792, 2022	100	2022
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	98	2002
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	97	2019
Deep learning models for denoising ECG signals CTC Arsene, R Hankins, H Yin 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019	97	2019
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
Feature pyramid encoding network for real-time semantic segmentation M Liu, H Yin arXiv preprint arXiv:1909.08599, 2019	92	2019
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	88	2005
Webcaricature: a benchmark for caricature recognition J Huo, W Li, Y Shi, Y Gao, H Yin arXiv preprint arXiv:1703.03230, 2017	86	2017
A survey of deep learning approaches to image restoration J Su, B Xu, H Yin Neurocomputing 487, 46-65, 2022	85	2022
Kernel self-organising maps for classification KW Lau, H Yin, S Hubbard Neurocomputing 69 (16-18), 2033-2040, 2006	82	2006
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
Learning nonlinear principal manifolds by self-organising maps H Yin Principal manifolds for data visualization and dimension reduction, 68-95, 2008	77	2008
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	76	2001

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