Hujun Yin

Proceedings of the 27th European Signal Processing Conference, 2019

Post Disaster Mapping With Semantic Change Detection in Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Feature Pyramid Encoding Network for Real-time Semantic Segmentation.

[BibT_eX]

[DOI]

Mengyu Liu

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Cross-Modal Metric Learning for AUC Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Feature-Ensemble-Based Novelty Detection for Analyzing Plant Hyperspectral Datasets.

[BibT_eX]

[DOI]

Ali AlSuwaidi

Bruce Grieve

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Facial expression analysis and expression-invariant face recognition by manifold-based synthesis.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2018

Robust ordinal regression induced by lp-centroid.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Multi-view dimensionality reduction based on Universum learning.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Multi-Step Time Series Forecasting with an Ensemble of Varied Length Mixture Models.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2018

Breaking the Activation Function Bottleneck through Adaptive Parameterization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

SOMNet: Unsupervised Feature Learning Networks for Image Classification.

[BibT_eX]

[DOI]

Richard Hankins

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Deep Neural Networks with Markov Random Field Models for Image Classification.

[BibT_eX]

[DOI]

Menyu Liu

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep Networks.

[BibT_eX]

[DOI]

Richard Hankins

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Automatic Tree Annotation in LiDAR Data.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Geographical Information Systems Theory, 2018

WebCaricature: a benchmark for caricature recognition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Robust face recognition with structural binary gradient patterns.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

WebCaricature: a benchmark for caricature face recognition.

[BibT_eX]

[DOI]

CoRR, 2017

Variation Robust Cross-Modal Metric Learning for Caricature Recognition.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Markov Random Field Based Convolutional Neural Networks for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Universum Discriminant Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Towards Spectral-Texture Approach to Hyperspectral Image Analysis for Plant Classification.

[BibT_eX]

[DOI]

Ali AlSuwaidi

Bruce Grieve

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

2016

Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Expression Classification and Intensity Estimation by Expression Manifold Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

2015

A Self-Organising Multi-Manifold Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Multi-manifold Approach to Multi-view Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

2014

Probabilistic Novelty Detection With Support Vector Machines.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2014

A neural gas mixture autoregressive network for modelling and forecasting FX time series.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Structurally Enhanced Incremental Neural Learning for Image Classification with Subgraph Extraction.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2014

Multi-Instance Dictionary Learning for Detecting Abnormal Events in Surveillance Videos.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2014

Multi-step Forecast Based on Modified Neural Gas Mixture Autoregressive Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Time series prediction with a non-causal neural network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

2013

Voting-XCSc: A Consensus Clustering Method via Learning Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Forecasting Financial Time Series Using a Hybrid Self-Organising Neural Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Image Super Resolution via Visual Prior Based Digital Image Characteristics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

2012

On nonlinear dimensionality reduction for face recognition.

[BibT_eX]

[DOI]

Image Vis. Comput., 2012

Introduction.

[BibT_eX]

[DOI]

David A. Clifton

Int. J. Neural Syst., 2012

Efficient blind image deconvolution using spectral non-Gaussianity.

[BibT_eX]

[DOI]

Aftab Khan

Integr. Comput. Aided Eng., 2012

Multivoxel Pattern Analysis Using Information-Preserving EMD.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Abnormal Event Detection via Multi-Instance Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

2011

Introduction.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2011

Information Quantification of Empirical Mode Decomposition and Applications to Field Potentials.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2011

The S2-Ensemble Fusion Algorithm.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2011

Spectral Non-gaussianity for Blind Image Deblurring.

[BibT_eX]

[DOI]

Aftab Khan

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Eigenlights: Recovering Illumination from Face Images.

[BibT_eX]

[DOI]

James Burnstone

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

2010

Adaptive nonlinear manifolds and their applications to pattern recognition.

[BibT_eX]

[DOI]

Inf. Sci., 2010

Gradient-based SOM clustering and visualisation methods.

[BibT_eX]

[DOI]

José Alfredo F. Costa

Proceedings of the International Joint Conference on Neural Networks, 2010

Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

A dissimilarity kernel with local features for robust facial recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2009

A self-organising mixture autoregressive network for FX time series modelling and prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Exchange rate prediction using hybrid neural networks and trading indicators.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Enabling collocated coexistence in IEEE 802.16 networks via perceived concurrency.

[BibT_eX]

[DOI]

Jing Zhu

IEEE Commun. Mag., 2009

Generalized Self-Organizing Mixture Autoregressive Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

ViSOM for Dimensionality Reduction in Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Information Preserving Empirical Mode Decomposition for Filtering Field Potentials.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Linear and nonlinear dimensionality reduction for face recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Multi-user MIMO and adaptive frequency reuse for next-generation mobile broadband networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Generalized Self-Organizing Mixture Autoregressive Model for Modeling Financial Time Series.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

A General Fuzzy Modeling Approach to Detection Decision Fusion.

[BibT_eX]

[DOI]

Bicheng Li

Huang Jie

Proceedings of the Fourth International Conference on Frontier of Computer Science and Technology, 2009

2008

The Self-Organizing Maps: Background, Theories, Extensions and Applications.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence: A Compendium, 2008

On multidimensional scaling and the embedding of self-organising maps.

[BibT_eX]

[DOI]

Neural Networks, 2008

A Semi-Supervised Learning Algorithm for Growing Neural Gas in Face Recognition.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2008

Special Issue Arising from the IDEAL 2007 Conference.

[BibT_eX]

[DOI]

John A. Keane

Victor J. Rayward-Smith

J. Math. Model. Algorithms, 2008

Self-Organising Mixture autoregressive Model for Non-Stationary Time Series Modelling.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2008

Independent component analysis and nongaussianity for blind image deconvolution and deblurring.

[BibT_eX]

[DOI]

Israr Hussain

Integr. Comput. Aided Eng., 2008

Topological clustering of synchronous spike trains.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Semi-supervised Growing Neural Gas for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Decoding Population Neuronal Responses by Topological Clustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Nonlinear Principal Manifolds - Adaptive Hybrid Learning Approaches.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Analysis of Non-stationary Neurobiological Signals Using Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

2007

Nonlinear dimensionality reduction and data visualization: A review.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2007

Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

ViSOM Ensembles for Visualization and Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational and Ambient Intelligence, 2007

Connection between Self-Organizing Maps and Metric Multidimensional Scaling.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Time-Series Prediction Using Self-Organising Mixture Autoregressive Network.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Quality of Adaptation of Fusion ViSOM.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Combined Support Vector Novelty Detection for Multi-channel Combustion Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

Boosting Unsupervised Competitive Learning Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2006

On the equivalence between kernel self-organising maps and self-organising mixture density networks.

[BibT_eX]

[DOI]

Neural Networks, 2006

PepSeeker: a database of proteome peptide identifications for investigating fragmentation patterns.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2006

Special Issue on Adaptive Learning Algorithms.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2006

Kernel self-organising maps for classification.

[BibT_eX]

[DOI]

K. W. Lau

Simon J. Hubbard

Neurocomputing, 2006

Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Support Vector Machine in Novelty Detection for Multi-channel Combustion Data.

[BibT_eX]

[DOI]

Lei A. Clifton

Yang Zhang

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

ICA and Genetic Algorithms for Blind Signal and Image Deconvolution and Deblurring.

[BibT_eX]

[DOI]

Israr Hussain

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Real-Time Synthesis of 3D Animations by Learning Parametric Gaussians Using Self-Organizing Mixture Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

Web content management by self-organization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2005

Tree view self-organisation of web content.

[BibT_eX]

[DOI]

Neurocomputing, 2005

Modeling and analysis of gene expression time-series based on co-expression.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2005

Clustering of unevenly sampled gene expression time-series data.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2005

Face Recognition Using RBF Neural Networks and Wavelet Transform.

[BibT_eX]

[DOI]

Bicheng Li

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Circular SOM for Temporal Characterisation of Modelled Gene Expressions.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Matching Peptide Sequences with Mass Spectra.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Face Recognition Based on Support Vector Machine Fusion and Wavelet Transform.

[BibT_eX]

[DOI]

Bicheng Li

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Distributed rate adaptive packet access (DRAPA) for multicell wireless networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2004

Adaptive topological tree structure for document organisation and visualisation.

[BibT_eX]

[DOI]

Neural Networks, 2004

Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data.

[BibT_eX]

[DOI]

Swapna Sarvesvaran

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Topological Tree for Web Organisation, Discovery and Exploration.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

2003

Nonlinear Multidimensional Data Projection and Visualisation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

2002

Performance of space-division multiple-access (SDMA) with scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2002

ViSOM - a novel method for multivariate data projection and structure visualization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2002

Data visualisation and manifold mapping using the ViSOM.

[BibT_eX]

[DOI]

Neural Networks, 2002

Image denoising using self-organizing map-based nonlinear independent component analysis.

[BibT_eX]

[DOI]

Michel Haritopoulos

Neural Networks, 2002

Introduction: new developments in self-organising maps.

[BibT_eX]

[DOI]

Klaus Obermayer

Neural Networks, 2002

Self-organizing map applied to image denoising.

[BibT_eX]

[DOI]

Michel Haritopoulos

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Document Clustering Using the 1 + 1 Dimensional Self-Organising Map.

[BibT_eX]

[DOI]

Ben Russell

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

2001

Self-organizing mixture networks for probability density estimation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

Receiver design in multicarrier direct-sequence CDMA communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2001

Visualisation Induced SOM (ViSOM).

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organising Maps, 2001

Nonlinear Blind Source Separation Using SOMs and Applications to Image Denoising.

[BibT_eX]

[DOI]

Michel Haritopoulos

Proceedings of the Advances in Self-Organising Maps, 2001

2000

A Simplified ICA Based Denoising Method.

[BibT_eX]

[DOI]

Qingfu Zhang

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

An SDMA protocol for wireless multimedia networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

An efficient multiuser loading algorithm for OFDM-based broadband wireless systems.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

1999

Averaging ensembles of self-organising mixture networks for density estimation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

Receiver design in multicarrier DS CDMA communications.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Communications: Global Convergence Through Communications, 1999

1995

On the distribution and convergence of feature space in self-organizing maps.

[BibT_eX]

[DOI]

Neural Comput., 1995

1994

Self-Organised Parameter Estimation and Segmentation of MRF Model-Based Texture Images.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993

On the Distribution of Feature Space in Self-Organising Mapping and Convergence Accelerating by a Kalman Algorithm.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Neural Computation, 1993

1990

Speaker recognition using static and dynamic CEPSTRAL feature by a learning neural network.

[BibT_eX]

[DOI]