362 citations · 554 across the 13 of their papers we have counts for
4 papers · 1 filter
Model Inconsistent but Correlated Noise: Multi-view Subspace Learning with Regularized Mixture of Gaussians
Hongwei Yong, Deyu Meng, Jinxing Li +2
Multi-view subspace learning (MSL) aims to find a low-dimensional subspace of the data obtained from multiple views. Different from single view case, MSL should take both common an…
SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet
Lei Zhang, David Zhang
Deep learning with a convolutional neural network (CNN) has been proved to be very effective in feature extraction and representation of images. For image classification problems,…
Domain Adaptation Extreme Learning Machines for Drift Compensation in E-nose Systems
Lei Zhang, David Zhang
This paper addresses an important issue, known as sensor drift that behaves a nonlinear dynamic property in electronic nose (E-nose), from the viewpoint of machine learning. Tradit…
Iterated Support Vector Machines for Distance Metric Learning
Wangmeng Zuo, Faqiang Wang, David Zhang +4
Distance metric learning aims to learn from the given training data a valid distance metric, with which the similarity between data samples can be more effectively evaluated for cl…