Multi-view distance metric learning via independent and shared feature subspace with applications to face and forest fire recognition, and remote sensing classification.

[BibT_eX]

[DOI]

Yifan Yu

Liyong Fu

Yawen Cheng

Qiaolin Ye

Knowl. Based Syst., 2022

Learning a robust classifier for short-term traffic state prediction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Learning discriminative and representative feature with cascade GAN for generalized zero-shot learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Flexible capped principal component analysis with applications in image recognition.

[BibT_eX]

[DOI]

Hao Zheng

Liyong Fu

Qiaolin Ye

Inf. Sci., 2022

Robust ensemble method for short-term traffic flow prediction.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2022

Learning to Reduce Information Bottleneck for Object Detection in Aerial Images.

[BibT_eX]

[DOI]

CoRR, 2022

Class Concentration with Twin Variational Autoencoders for Unsupervised Cross-Modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition.

[BibT_eX]

[DOI]

Liyong Fu

Dong Zhang

Qiaolin Ye

IEEE Trans. Geosci. Remote. Sens., 2021

Tree Recognition on the Plantation Using UAV Images with Ultrahigh Spatial Resolution in a Complex Environment.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Double L<sub>2, p</sub>-norm based PCA for feature extraction.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Pixel-level automatic annotation for forest fire image.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2021

Discriminative Additive Scale Loss for Deep Imbalanced Classification and Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Recursive Discriminative Subspace Learning With $\ell_{1}$ -Norm Distance Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Prediction of Individual Tree Diameter and Height to Crown Base Using Nonlinear Simultaneous Regression and Airborne LiDAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Prediction of Individual Tree Diameter Using a Nonlinear Mixed-Effects Modeling Approach and Airborne LiDAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Improved multi-view GEPSVM via Inter-View Difference Maximization and Intra-view Agreement Minimization.

[BibT_eX]

[DOI]

Neural Networks, 2020

Unsupervised deep triplet hashing with pseudo triplets for scalable image retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Positional Context Aggregation Network for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Dong Zhang

Nan Li

Qiaolin Ye

IEEE Geosci. Remote. Sens. Lett., 2020

Robust discriminant feature selection via joint L2, 1-norm distance minimization and maximization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Multi-view generalized support vector machine via mining the inherent relationship between views with applications to face and fire smoke recognition.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Robust blood pressure estimation using an RGB camera.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2020

Robust Plane Clustering Based on L1-Norm Minimization.

[BibT_eX]

[DOI]

IEEE Access, 2020

Uncertainty-aware Cross-dataset Facial Expression Recognition via Regularized Conditional Alignment.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Nonpeaked Discriminant Analysis for Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Flexible non-greedy discriminant subspace feature extraction.

[BibT_eX]

[DOI]

Neural Networks, 2019

Robust capped L1-norm twin support vector machine.

[BibT_eX]

[DOI]

Neural Networks, 2019

Robust auto-weighted projective low-rank and sparse recovery for visual representation.

[BibT_eX]

[DOI]

Neural Networks, 2019

A random-weighted plane-Gaussian artificial neural network.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Infinite norm large margin classifier.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2019

Efficient and robust TWSVM classification via a minimum L1-norm distance metric criterion.

[BibT_eX]

[DOI]

He Yan

Qiaolin Ye

Dong-Jun Yu

Mach. Learn., 2019

Simultaneous multiple low-dimensional subspace dimensionality reduction and classification.

[BibT_eX]

[DOI]

Lijun Dou

Rui Yan

Qiaolin Ye

Int. J. Comput. Sci. Eng., 2019

Robust L<sub>2, 1</sub>-Norm Distance Enhanced Multi-Weight Vector Projection Support Vector Machine.

[BibT_eX]

[DOI]

IEEE Access, 2019

Piecewise Linear Regression Based on Plane Clustering.

[BibT_eX]

[DOI]

IEEE Access, 2019

Learning Low-Rank Regularized Generic Representation With Block-Sparse Structure for Single Sample Face Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Multi-View Learning With Robust Generalized Eigenvalue Proximal SVM.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

L1-Norm Distance Minimization-Based Fast Robust Twin Support Vector k-Plane Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Underlying Connections Between Algorithms for Nongreedy LDA-L1.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

L1-Norm Distance Linear Discriminant Analysis Based on an Effective Iterative Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Kernel Sparse Representation with Hybrid Regularization for On-Road Traffic Sensor Data Imputation.

[BibT_eX]

[DOI]

Sensors, 2018

Least squares twin bounded support vector machines based on L1-norm distance metric for classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

L1-Norm GEPSVM Classifier Based on an Effective Iterative Algorithm for Classification.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

A Feature Selection Method for Projection Twin Support Vector Machine.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

Adaptive non-negative projective semi-supervised learning for inductive classification.

[BibT_eX]

[DOI]

Neural Networks, 2018

Lp- and Ls-Norm Distance Based Robust Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Neural Networks, 2018

A discriminative dynamic framework for facial expression recognition in video sequences.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

基于L1-范数距离的最小二乘对支持向量机 (L1-norm Distance Based Least Squares Twin Support Vector Machine).

[BibT_eX]

[DOI]

Yanping Zhou

Qiaolin Ye

计算机科学, 2018

Graph regularized local self-representation for missing value imputation with applications to on-road traffic sensor data.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Robust Adaptive Label Propagation by Double Matrix Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Rotational Invariant Discriminant Subspace Learning For Image Classification.

[BibT_eX]

[DOI]

Qiaolin Ye

Zhao Zhang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Robust Adaptive Low-Rank and Sparse Embedding for Feature Representation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Graph regularized multilayer concept factorization for data representation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Recursive Orthogonal Label Regression: A Framework for Semisupervised Dimension Reduction.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2017

Robust learning-based prediction for timber-volume of living trees.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2017

L2P-Norm Distance Twin Support Vector Machine.

[BibT_eX]

[DOI]

Xu Ma

Qiaolin Ye

He Yan

IEEE Access, 2017

Efficient and Robust TWSVM Classifier Based on L1-Norm Distance Metric for Pattern Classification.

[BibT_eX]

[DOI]

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Enhanced Adaptive Locality Preserving Projections for Face Recognition.

[BibT_eX]

[DOI]

Jun Fan

Qiaolin Ye

Ning Ye

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

P-Order L2-Norm Distance Twin Support Vector Machine.

[BibT_eX]

[DOI]

Xu Ma

Ying'an Liu

Qiaolin Ye

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

Can the Virtual Labels Obtained by Traditional LP Approaches Be Well Encoded in WLR?

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Comments on "Joint Global and Local Structure Discriminant Analysis".

[BibT_eX]

[DOI]

Qiaolin Ye

Jiajia Jing

IEEE Trans. Inf. Forensics Secur., 2016

Recursive Dimension Reduction for semisupervised learning.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Recursively global and local discriminant analysis for semi-supervised and unsupervised dimension reduction with image analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2016

1-Norm Projection Twin Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

The GEPSVM Classifier Based on L1-Norm Distance Metric.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015

Fast orthogonal linear discriminant analysis with application to image classification.

[BibT_eX]

[DOI]

Qiaolin Ye

Ning Ye

Tongming Yin

Neurocomputing, 2015

Discriminatively Semi-supervised Classification with Application to Terrain Perception.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy System and Data Mining, 2015

2014

Enhanced multi-weight vector projection support vector machine.

[BibT_eX]

[DOI]

Qiaolin Ye

Ning Ye

Tongming Yin

Pattern Recognit. Lett., 2014

A Novel Multiple Kernel Sparse Representation based Classification for Face Recognition.

[BibT_eX]

[DOI]

Hao Zheng

Qiaolin Ye

Zhong Jin

KSII Trans. Internet Inf. Syst., 2014

Flexible orthogonal semisupervised learning for dimension reduction with image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Feature selection for least squares projection twin support vector machine.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Fast orthogonal linear discriminant analysis with applications to image classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Recursive soft margin subspace learning.

[BibT_eX]

[DOI]

Qiaolin Ye

Ning Ye

Chunxia Zhao

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2012

Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

A feature selection method for nonparallel plane support vector machine classification.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2012

Least squares twin support vector machine classification via maximum one-class within class variance.

[BibT_eX]

[DOI]

Qiaolin Ye

Chunxia Zhao

Ning Ye

Optim. Methods Softw., 2012

Weighted Twin Support Vector Machines with Local Information and its application.

[BibT_eX]

[DOI]

Neural Networks, 2012

Smooth twin support vector regression.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2012

Density-based weighting multi-surface least squares classification with its applications.

[BibT_eX]

[DOI]

Qiaolin Ye

Ning Ye

Shangbing Gao

Knowl. Inf. Syst., 2012

Recursive robust least squares support vector regression based on maximum correntropy criterion.

[BibT_eX]

[DOI]

Neurocomputing, 2012

2011

Recursive projection twin support vector machine via within-class variance minimization.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Localized twin SVM via convex minimization.

[BibT_eX]

[DOI]

Neurocomputing, 2011

1-Norm least squares twin support vector machines.

[BibT_eX]

[DOI]

Shangbing Gao

Qiaolin Ye

Ning Ye

Neurocomputing, 2011

Distance difference and linear programming nonparallel plane classifier.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

2010

Multi-weight vector projection support vector machines.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Iterative support vector machine with guaranteed accuracy and run time.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2010

2009

Improved Proximal Support Vector Machine via Generalized Eigenvalues.

[BibT_eX]

[DOI]

Qiaolin Ye

Ning Ye

Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Qiaolin Ye

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