Search results for "Shiliang Sun"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Wenting Tu, Shiliang Sun	A subject transfer framework for EEG classification.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	Shiliang Sun, Xin Xu	Variational Inference for Infinite Mixtures of Gaussian Processes With Applications to Traffic Flow Prediction.	IEEE Transactions on Intelligent Transportation Systems	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun, Feng Jin	Robust Co-Training.	IJPRAI	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun, Qiaona Chen	Hierarchical Distance Metric Learning for Large Margin Nearest Neighbor Classification.	IJPRAI	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun, Yue Lu, Youguang Chen	The stochastic approximation method for adaptive Bayesian classifiers: towards online brain-computer interfaces.	Neural Computing and Applications	2011	DBLP DOI BibTeX RDF
1	John Shawe-Taylor, Shiliang Sun	A review of optimization methodologies in support vector machines.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun, Qingjiu Zhang	Multiple-View Multiple-Learner Semi-Supervised Learning.	Neural Processing Letters	2011	DBLP DOI BibTeX RDF
1	You Ji, Shiliang Sun	Multitask Multiclass Support Vector Machines.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Ya Gao, Shiliang Sun, Dongyu Shi	Network-Scale Traffic Modeling and Forecasting with Graphical Lasso.	ISNN	2011	DBLP DOI BibTeX RDF
1	Zhijie Xu, Shiliang Sun	Part-Based Transfer Learning.	ISNN	2011	DBLP DOI BibTeX RDF
1	Rongqing Huang, Shiliang Sun, Yan Liu	Sparse Kernel Regression for Traffic Flow Forecasting.	ISNN	2011	DBLP DOI BibTeX RDF
1	You Ji, Shiliang Sun, Jian Jin	Off-line Signature Verification Based on Multitask Learning.	ISNN	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun, Feng Jin, Wenting Tu	View Construction for Multi-view Semi-supervised Learning.	ISNN	2011	DBLP DOI BibTeX RDF
1	Zhijie Xu, Shiliang Sun	Multi-view Transfer Learning with Adaboost.	ICTAI	2011	DBLP DOI BibTeX RDF
1	Wenting Tu, Shiliang Sun	Transferable Discriminative Dimensionality Reduction.	ICTAI	2011	DBLP DOI BibTeX RDF
1	Wenting Tu, Shiliang Sun	Semi-supervised feature extraction with local temporal regularization for EEG classification.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun	Multi-view Laplacian Support Vector Machines.	ADMA	2011	DBLP DOI BibTeX RDF
1	Shiliang Sun	Extreme energy difference for feature extraction of EEG signals.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Shiliang Sun, John Shawe-Taylor	Sparse Semi-supervised Learning Using Conjugate Functions.	Journal of Machine Learning Research	2010	DBLP BibTeX RDF
1	Shiliang Sun, David R. Hardoon	Active learning with extremely sparse labeled examples.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Qingjiu Zhang, Shiliang Sun	Multiple-view multiple-learner active learning.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Shiliang Sun	Local within-class accuracies for weighting individual outputs in multiple classifier systems.	Pattern Recognition Letters	2010	DBLP DOI BibTeX RDF
1	Jinbo Li, Shiliang Sun	Nonlinear Combination of Multiple Kernels for Support Vector Machines.	ICPR	2010	DBLP DOI BibTeX RDF
1	Qiaona Chen, Shiliang Sun	Hierarchical Large Margin Nearest Neighbor Classification.	ICPR	2010	DBLP DOI BibTeX RDF
1	Qiaoyu Sun, Yue Lu, Shiliang Sun	A Visual Attention Based Approach to Text Extraction.	ICPR	2010	DBLP DOI BibTeX RDF
1	Shiliang Sun, Rongqing Huang	An adaptive k-nearest neighbor algorithm.	FSKD	2010	DBLP DOI BibTeX RDF
1	Ya Gao, Shiliang Sun	An empirical evaluation of linear and nonlinear kernels for text classification using Support Vector Machines.	FSKD	2010	DBLP DOI BibTeX RDF
1	Zhijie Xu, Shiliang Sun	An Algorithm on Multi-View Adaboost.	ICONIP	2010	DBLP DOI BibTeX RDF
1	Wenting Tu, Shiliang Sun	Importance Weighted Extreme Energy Ratio for EEG Classification.	ICONIP	2010	DBLP DOI BibTeX RDF
1	You Ji, Shiliang Sun	Feature selection for ensembles using Non-dominated Sorting in Genetic Algorithms.	ICNC	2010	DBLP DOI BibTeX RDF
1	Ya Gao, Shiliang Sun	Multi-link traffic flow forecasting using neural networks.	ICNC	2010	DBLP DOI BibTeX RDF
1	Qingjiu Zhang, Shiliang Sun	Evolutionary classifier ensembles for semi-supervised learning.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Qingjiu Zhang, Shiliang Sun	A Centroid k-Nearest Neighbor Method.	ADMA	2010	DBLP DOI BibTeX RDF
1	Wenting Tu, Shiliang Sun	Spatial Filter Selection with LASSO for EEG Classification.	ADMA	2010	DBLP DOI BibTeX RDF
1	Shiliang Sun	Traffic flow forecasting based on multitask ensemble learning.	GEC Summit	2009	DBLP DOI BibTeX RDF	multitask learning, traffic flow forecasting, neural network, ensemble learning
1	Shiliang Sun	Weighting Individual Classifiers by Local Within-Class Accuracies.	ISNN	2009	DBLP DOI BibTeX RDF	Local within-class accuracy, Multiple classifier system, Majority voting, Random subspace, Distance metric learning
1	Shiliang Sun	Ensembles of Feature Subspaces for Object Detection.	ISNN	2009	DBLP DOI BibTeX RDF	Machine learning, Face detection, Object detection, Pedestrian detection, Random subspace
1	Qiaona Chen, Shiliang Sun	Hierarchical Multi-view Fisher Discriminant Analysis.	ICONIP	2009	DBLP DOI BibTeX RDF
1	Qingjiu Zhang, Shiliang Sun	Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification.	ICONIP	2009	DBLP DOI BibTeX RDF
1	Shiliang Sun, Jinbo Li	A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals.	ADMA	2009	DBLP DOI BibTeX RDF	extreme energy difference (EED), feature extraction, kernel machine, brain-computer interface (BCI), EEG signal classification
1	Shiliang Sun, Changshui Zhang, Yue Lu	The random electrode selection ensemble for EEG signal classification.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun, Man Lan, Yue Lu	Adaptive EEG signal classification using stochastic approximation methods.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun	Classifying EEG signals in Fisher discriminant spaces by random electrode selection.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun	Semantic Features for Multi-view Semi-supervised and Active Learning of Text Classification.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun	Multitask learning for EEG-based biometrics.	ICPR	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun	High Reliable Multi-View Semi-Supervised Learning with Extremely Sparse Labeled Data.	HIS	2008	DBLP DOI BibTeX RDF	Semi-supervised learning, co-training, canonical correlation analysis
1	Shiliang Sun	The Extreme Energy Ratio Criterion for EEG Feature Extraction.	ICANN	2008	DBLP DOI BibTeX RDF	common spatial patterns (CSP), optimal spatial filter, feature extraction, Brain computer interface (BCI), EEG signal classification
1	Shiliang Sun	A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction.	IDEAL	2008	DBLP DOI BibTeX RDF	extreme energy ratio (EER), feature extraction, kernel machine, brain-computer interface (BCI), EEG signal classification
1	Feng Jin, Shiliang Sun	A Multitask Learning Approach to Face Recognition Based on Neural Networks.	IDEAL	2008	DBLP DOI BibTeX RDF	multitask learning (MTL), single task learning (STL), backpropagation (BP), face recognition, artificial neural network (ANN)
1	Shiliang Sun, Qiaona Chen	Kernel Regression with a Mahalanobis Metric for Short-Term Traffic Flow Forecasting.	IDEAL	2008	DBLP DOI BibTeX RDF	traffic flow forecasting, Mahalanobis metric, gradient descent, Euclidean metric, kernel regression
1	Feng Jin, Shiliang Sun	Neural network multitask learning for traffic flow forecasting.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Jinbo Li, Shiliang Sun	Energy feature extraction of EEG signals and a case study.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang	The Selective Random Subspace Predictor for Traffic Flow Forecasting.	IEEE Transactions on Intelligent Transportation Systems	2007	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang, Dan Zhang	An experimental evaluation of ensemble methods for EEG signal classification.	Pattern Recognition Letters	2007	DBLP DOI BibTeX RDF
1	Shiliang Sun	An Improved Random Subspace Method and Its Application to EEG Signal Classification.	MCS	2007	DBLP DOI BibTeX RDF	ensemble diversity, ensemble learning, random subspace, EEG signal classification
1	Shiliang Sun	Ensemble Learning Methods for Classifying EEG Signals.	MCS	2007	DBLP DOI BibTeX RDF	boosting, ensemble learning, bagging, random subspace, EEG signal classification
1	Shiliang Sun, Changshui Zhang, Guoqiang Yu	A bayesian network approach to traffic flow forecasting.	IEEE Transactions on Intelligent Transportation Systems	2006	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang	Adaptive feature extraction for EEG signal classification.	Med. Biol. Engineering and Computing	2006	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang	An optimal kernel feature extractor and its application to EEG signal classification.	Neurocomputing	2006	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang, Yi Zhang	Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor.	ICANN	2005	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang, Naijiang Lu	On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces.	FSKD	2005	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang	Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting.	ICNC	2005	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang	Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces.	Discovery Science	2005	DBLP DOI BibTeX RDF
1	Changshui Zhang, Shiliang Sun, Guoqiang Yu	Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data.	ISNN	2004	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao	Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data.	ECML	2004	DBLP DOI BibTeX RDF

Publications of "Shiliang Sun" ( http://dblp.L3S.de/Authors/Shiliang_Sun )