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 | 298 | 2002 |
The self-organizing maps: background, theories, extensions and applications H Yin Computational intelligence: A compendium, 715-762, 2008 | 263 | 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 | 235 | 2019 |
Self-organizing mixture networks for probability density estimation H Yin, NM Allinson IEEE Transactions on Neural Networks 12 (2), 405-411, 2001 | 176 | 2001 |
Data visualisation and manifold mapping using the ViSOM H Yin Neural Networks 15 (8-9), 1005-1016, 2002 | 138 | 2002 |
Exchange rate prediction using hybrid neural networks and trading indicators H Ni, H Yin Neurocomputing 72 (13-15), 2815-2823, 2009 | 122 | 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 | 98 | 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 |
Deep learning models for denoising ECG signals CTC Arsene, R Hankins, H Yin 2019 27th European signal processing conference (EUSIPCO), 1-5, 2019 | 93 | 2019 |
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 | 89 | 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 |
Feature pyramid encoding network for real-time semantic segmentation M Liu, H Yin arXiv preprint arXiv:1909.08599, 2019 | 85 | 2019 |
Webcaricature: a benchmark for caricature recognition J Huo, W Li, Y Shi, Y Gao, H Yin arXiv preprint arXiv:1703.03230, 2017 | 85 | 2017 |
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 | 75 | 2001 |
A survey of deep learning approaches to image restoration J Su, B Xu, H Yin Neurocomputing 487, 46-65, 2022 | 71 | 2022 |
On multidimensional scaling and the embedding of self-organising maps H Yin Neural Networks 21 (2-3), 160-169, 2008 | 71 | 2008 |