Hujun Yin - researchr alias

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2011

Eigenlights: Recovering Illumination from Face ImagesJames Burnstone, Hujun Yin. ideal 2011: 490-497 [doi]

Spectral Non-gaussianity for Blind Image DeblurringAftab Khan, Hujun Yin. ideal 2011: 144-151 [doi]

Information Quantification of Empirical Mode Decomposition and Applications to Field PotentialsZareen Mehboob, Hujun Yin. IJNS, 21(1):49-63, 2011. [doi]

Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. ProceedingsHujun Yin, Wenjia Wang, Victor J. Rayward-Smith, editors, Volume 6936 of Lecture Notes in Computer Science, Springer, 2011. [doi]

2010

Intelligent Data Engineering and Automated Learning - IDEAL 2010, 11th International Conference, Paisley, UK, September 1-3, 2010. ProceedingsColin Fyfe, Peter Tiño, Darryl Charles, Cesar García-Osorio, Hujun Yin, editors, Volume 6283 of Lecture Notes in Computer Science, Springer, 2010. [doi]

A dissimilarity kernel with local features for robust facial recognitionWeilin Huang, Hujun Yin. icip 2010: 3785-3788 [doi]

Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMDZareen Mehboob, Hujun Yin. ideal 2010: 360-367 [doi]

Adaptive nonlinear manifolds and their applications to pattern recognitionHujun Yin, Weilin Huang. isci, 180(14):2649-2662, 2010. [doi]

2009

Multi-user MIMO and adaptive frequency reuse for next-generation mobile broadband networksClark Chen, Yang-Seok Choi, Nageen Himayat, Minnie Ho, Vladimir Kravtsov, Guangjie Li, Qinghua Li, Yuval Lomnitz, Hongmei Sun, Hua Yang, Shilpa Talwar, Hujun Yin, Hongming Zheng, Shanshan Zheng. icassp 2009: 3617-3620 [doi]

Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. ProceedingsEmilio Corchado, Hujun Yin, editors, Volume 5788 of Lecture Notes in Computer Science, Springer, 2009. [doi]

ViSOM for Dimensionality Reduction in Face RecognitionWeilin Huang, Hujun Yin. wsom 2009: 107-115 [doi]

Nonlinear Dimensionality Reduction for Face RecognitionWeilin Huang, Hujun Yin. ideal 2009: 424-432 [doi]

Linear and nonlinear dimensionality reduction for face recognitionWeilin Huang, Hujun Yin. icip 2009: 3337-3340 [doi]

Information Preserving Empirical Mode Decomposition for Filtering Field PotentialsZareen Mehboob, Hujun Yin. ideal 2009: 226-233 [doi]

Exchange rate prediction using hybrid neural networks and trading indicatorsHe Ni, Hujun Yin. ijon, 72(13-15):2815-2823, 2009. [doi]

A self-organising mixture autoregressive network for FX time series modelling and predictionHe Ni, Hujun Yin. ijon, 72(16-18):3529-3537, 2009. [doi]

Generalized Self-Organizing Mixture Autoregressive ModelHujun Yin, He Ni. wsom 2009: 353-361 [doi]

Generalized Self-Organizing Mixture Autoregressive Model for Modeling Financial Time SeriesHujun Yin, He Ni. icann 2009: 577-586 [doi]

2008

Intelligent Data Engineering and Automated Learning - IDEAL 2008, 9th International Conference, Daejeon, South Korea, November 2-5, 2008, ProceedingsColin Fyfe, Dongsup Kim, Soo-Young Lee, Hujun Yin, editors, Volume 5326 of Lecture Notes in Computer Science, Springer, 2008.

Special Issue Arising from the IDEAL 2007 ConferenceJohn A. Keane, Hujun Yin, Victor J. Rayward-Smith. jmma, 7(4):327-328, 2008. [doi]

Topological clustering of synchronous spike trainsZareen Mehboob, Stefano Panzeri, Mathew E. Diamond, Hujun Yin. ijcnn 2008: 3889-3894 [doi]

Analysis of Non-stationary Neurobiological Signals Using Empirical Mode DecompositionZareen Mehboob, Hujun Yin. HAIS 2008: 714-721 [doi]

Self-Organising Mixture autoregressive Model for Non-Stationary Time Series ModellingHe Ni, Hujun Yin. IJNS, 18(6):469-480, 2008. [doi]

The Self-Organizing Maps: Background, Theories, Extensions and ApplicationsHujun Yin. In John Fulcher, Lakhmi C. Jain, editors, Computational Intelligence: A Compendium. Volume 115 of Studies in Computational Intelligence, pages 715-762, Springer, 2008. [doi]

On multidimensional scaling and the embedding of self-organising mapsHujun Yin. NN, 21(2-3):160-169, 2008. [doi]

Decoding Population Neuronal Responses by Topological ClusteringHujun Yin, Stefano Panzeri, Zareen Mehboob, Mathew E. Diamond. icann 2008: 547-556 [doi]

Nonlinear Principal Manifolds - Adaptive Hybrid Learning ApproachesHujun Yin. HAIS 2008: 15-29 [doi]

Semi-supervised Growing Neural Gas for Face RecognitionShireen Mohd Zaki, Hujun Yin. ideal 2008: 525-532 [doi]

A Semi-Supervised Learning Algorithm for Growing Neural Gas in Face RecognitionShireen Mohd Zaki, Hujun Yin. jmma, 7(4):425-435, 2008. [doi]

2007

Quality of Adaptation of Fusion ViSOMBruno Baruque, Emilio Corchado, Hujun Yin. ideal 2007: 728-738 [doi]

ViSOM Ensembles for Visualization and ClassificationBruno Baruque, Emilio Corchado, Hujun Yin. iwann 2007: 235-243 [doi]

Automated Ham Quality Classification Using Ensemble Unsupervised Mapping ModelsBruno Baruque, Emilio Corchado, Hujun Yin, Jordi Rovira, Javier González. kes 2007: 435-443 [doi]

Combined Support Vector Novelty Detection for Multi-channel Combustion DataLei A. Clifton, Hujun Yin, David A. Clifton, Yang Zhang. icnsc 2007: 495-500 [doi]

Boosting Unsupervised Competitive Learning EnsemblesEmilio Corchado, Bruno Baruque, Hujun Yin. icann 2007: 339-348 [doi]

Time-Series Prediction Using Self-Organising Mixture Autoregressive NetworkHe Ni, Hujun Yin. ideal 2007: 1000-1009 [doi]

Intelligent Data Engineering and Automated Learning - IDEAL 2007, 8th International Conference, Birmingham, UK, December 16-19, 2007, ProceedingsHujun Yin, Peter Tiño, Emilio Corchado, William Byrne, Xin Yao, editors, Volume 4881 of Lecture Notes in Computer Science, Springer, 2007.

Connection between Self-Organizing Maps and Metric Multidimensional ScalingHujun Yin. ijcnn 2007: 1025-1030 [doi]

2006

Support Vector Machine in Novelty Detection for Multi-channel Combustion DataLei A. Clifton, Hujun Yin, Yang Zhang. isnn 2006: 836-843 [doi]

Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, ProceedingsEmilio Corchado, Hujun Yin, Vicente J. Botti, Colin Fyfe, editors, Volume 4224 of Lecture Notes in Computer Science, Springer, 2006.

PepSeeker: a database of proteome peptide identifications for investigating fragmentation patternsThomas McLaughlin, Jennifer A. Siepen, Julian Selley, Jennifer A. Lynch, King Wai Lau, Hujun Yin, Simon J. Gaskell, Simon J. Hubbard. nar, 34(Database-Issue):649-654, 2006. [doi]

Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate PredictionHe Ni, Hujun Yin. isnn 2006: 504-511 [doi]

Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part IIIJun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin, editors, Volume 3973 of Lecture Notes in Computer Science, Springer, 2006.

Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part IIJun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin, editors, Volume 3972 of Lecture Notes in Computer Science, Springer, 2006.

Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part IJun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin, editors, Volume 3971 of Lecture Notes in Computer Science, Springer, 2006.

Real-Time Synthesis of 3D Animations by Learning Parametric Gaussians Using Self-Organizing Mixture NetworksYi Wang, Hujun Yin, Li-Zhu Zhou, Zhi-Qiang Liu. iconip 2006: 671-678 [doi]

ICA and Genetic Algorithms for Blind Signal and Image Deconvolution and DeblurringHujun Yin, Israr Hussain. ideal 2006: 595-603 [doi]

On the equivalence between kernel self-organising maps and self-organising mixture density networksHujun Yin. NN, 19(6-7):780-784, 2006. [doi]

Special Issue on Adaptive Learning AlgorithmsHujun Yin. jmma, 5(4):395-396, 2006. [doi]

2005

Tree view self-organisation of web contentRichard T. Freeman, Hujun Yin. ijon, 63:415-446, 2005. [doi]

Computational Intelligence and Security, International Conference, CIS 2005, Xi an, China, December 15-19, 2005, Proceedings, Part IYue Hao, Jiming Liu, Yuping Wang, Yiu-ming Cheung, Hujun Yin, Licheng Jiao, Jianfeng Ma, Yong-Chang Jiao, editors, Volume 3801 of Lecture Notes in Computer Science, Springer, 2005.

Computational Intelligence and Security, International Conference, CIS 2005, Xi an, China, December 15-19, 2005, Proceedings, Part IIYue Hao, Jiming Liu, Yuping Wang, Yiu-ming Cheung, Hujun Yin, Licheng Jiao, Jianfeng Ma, Yong-Chang Jiao, editors, Volume 3802 of Lecture Notes in Computer Science, Springer, 2005.

Face Recognition Using RBF Neural Networks and Wavelet TransformBicheng Li, Hujun Yin. isnn 2005: 105-111 [doi]

Face Recognition Based on Support Vector Machine Fusion and Wavelet TransformBicheng Li, Hujun Yin. cis 2005: 764-771 [doi]

Circular SOM for Temporal Characterisation of Modelled Gene ExpressionsCarla S. Möller-Levet, Hujun Yin. ideal 2005: 319-326 [doi]

Clustering of unevenly sampled gene expression time-series dataCarla S. Möller-Levet, Frank Klawonn, Kwang-Hyun Cho, Hujun Yin, Olaf Wolkenhauer. fss, 152(1):49-66, 2005. [doi]

Modeling and analysis of gene expression time-series based on co-expressionCarla S. Möller-Levet, Hujun Yin. IJNS, 15(4):311-322, 2005. [doi]

2004

2003

Intelligent Data Engineering and Automated Learning, 4th International Conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003, Revised PapersJiming Liu, Yiu-ming Cheung, Hujun Yin, editors, Volume 2690 of Lecture Notes in Computer Science, Springer, 2003.

Nonlinear Multidimensional Data Projection and VisualisationHujun Yin. ideal 2003: 377-388 [doi]

2002

Introduction: new developments in self-organising mapsNigel M. Allinson, Hujun Yin, Klaus Obermayer. NN, 15(8-9):943, 2002. [doi]

Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual InformationRichard T. Freeman, Hujun Yin. ideal 2002: 123-128 [doi]

Image denoising using self-organizing map-based nonlinear independent component analysisMichel Haritopoulos, Hujun Yin, Nigel M. Allinson. NN, 15(8-9):1085-1098, 2002. [doi]

Document Clustering Using the 1 + 1 Dimensional Self-Organising MapBen Russell, Hujun Yin, Nigel M. Allinson. ideal 2002: 154-160 [doi]

Intelligent Data Engineering and Automated Learning - IDEAL 2002, Third International Conference, Manchester, UK, August 12-14, ProceedingsHujun Yin, Nigel M. Allinson, Richard T. Freeman, John A. Keane, Simon J. Hubbard, editors, Volume 2412 of Lecture Notes in Computer Science, Springer, 2002.

Data visualisation and manifold mapping using the ViSOMHujun Yin. NN, 15(8-9):1005-1016, 2002. [doi]

2000

A Simplified ICA Based Denoising MethodQingfu Zhang, Hujun Yin, Nigel M. Allinson. ijcnn 2000: 479-482 [doi]

1995

On the distribution and convergence of feature space in self-organizing mapsHujun Yin, Nigel M. Allinson. neco, 7(6):1178-1187, 1995. [doi]

1994

Self-Organised Parameter Estimation and Segmentation of MRF Model-Based Texture ImagesHujun Yin, Nigel M. Allinson. icip 1994: 645-649

1993

On the Distribution of Feature Space in Self-Organising Mapping and Convergence Accelerating by a Kalman AlgorithmHujun Yin, Nigel M. Allinson. iwann 1993: 291-296

1990

Speaker recognition using static and dynamic CEPSTRAL feature by a learning neural networkHujun Yin, Tong Zhou. interspeech 1990: [doi]