Metric Learning in Dimensionality Reduction

Proceedings of the International Conference on Pattern Recognition Applications and Methods ◽

10.5220/0005200802320239 ◽

2015 ◽

Author(s):

Alexander Schulz ◽

Barbara Hammer

Keyword(s):

Dimensionality Reduction ◽

Metric Learning

PCA-KL: a parametric dimensionality reduction approach for unsupervised metric learning

Advances in Data Analysis and Classification ◽

10.1007/s11634-020-00434-3 ◽

2021 ◽

Author(s):

Alexandre L. M. Levada

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Reduction Approach

A transductive framework of distance metric learning by spectral dimensionality reduction

Proceedings of the 24th international conference on Machine learning - ICML '07 ◽

10.1145/1273496.1273561 ◽

2007 ◽

Cited By ~ 10

Author(s):

Fuxin Li ◽

Jian Yang ◽

Jue Wang

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

Spectral Dimensionality

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2645703 ◽

2017 ◽

Vol 55 (5) ◽

pp. 2509-2524 ◽

Cited By ~ 59

Author(s):

Yanni Dong ◽

Bo Du ◽

Liangpei Zhang ◽

Lefei Zhang

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Hyperspectral Images

Robust dimensionality reduction via feature space to feature space distance metric learning

Neural Networks ◽

10.1016/j.neunet.2019.01.001 ◽

2019 ◽

Vol 112 ◽

pp. 1-14 ◽

Cited By ~ 14

Author(s):

Bo Li ◽

Zhang-Tao Fan ◽

Xiao-Long Zhang ◽

De-Shuang Huang

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Feature Space ◽

Distance Metric Learning ◽

Distance Metric ◽

Space Distance

NEW SUPERVISED LOCALLY LINEAR EMBEDDING FOR DIMENSIONALITY REDUCTION USING DISTANCE METRIC LEARNING

Neural Network World ◽

10.14311/nnw.2016.26.026 ◽

2016 ◽

Vol 26 (5) ◽

pp. 449-459

Author(s):

Bo Yang ◽

Ming Xiang ◽

Yupei Zhan ◽

Shanmin Pang ◽

Xin Li

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Locally Linear Embedding ◽

Distance Metric Learning ◽

Distance Metric ◽

Linear Embedding ◽

Locally Linear

Joint dimensionality reduction and metric learning for image set classification

Information Sciences ◽

10.1016/j.ins.2019.12.041 ◽

2020 ◽

Vol 516 ◽

pp. 109-124 ◽

Cited By ~ 4

Author(s):

Wenzhu Yan ◽

Quansen Sun ◽

Huaijiang Sun ◽

Yanmeng Li

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Image Set Classification ◽

Image Set

A Random Extension for Discriminative Dimensionality Reduction and Metric Learning

Pattern Recognition and Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02172-5_48 ◽

2009 ◽

pp. 370-377

Author(s):

Adrian Perez-Suay ◽

Francesc J. Ferri ◽

Jesús V. Albert

Keyword(s):

Dimensionality Reduction ◽

Metric Learning

Metric learning and dimensionality reduction in clustering

Machine Learning and Data Analysis ◽

10.21469/22233792.2.1.02 ◽

2016 ◽

Vol 2 (1) ◽

pp. 17

Author(s):

R.V. Isachenko ◽

◽

A.M. Katrutsa ◽

Keyword(s):

Dimensionality Reduction ◽

Metric Learning

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2016.2587747 ◽

2017 ◽

Vol 10 (3) ◽

pp. 1136-1150 ◽

Cited By ~ 5

Author(s):

Yanni Dong ◽

Bo Du ◽

Liangpei Zhang ◽

Lefei Zhang

Keyword(s):

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Metric Learning ◽

Hyperspectral Image Classification ◽

Maximum Margin ◽

Locally Adaptive

Hyper spectral dimensionality reduction using hybrid discriminative local metric learning

Microprocessors and Microsystems ◽

10.1016/j.micpro.2019.102904 ◽

2019 ◽

Vol 71 ◽

pp. 102904 ◽

Cited By ~ 2

Author(s):

R. Venkatesan ◽

S. Prabu

Keyword(s):

Dimensionality Reduction ◽

Metric Learning ◽

Hyper Spectral ◽

Spectral Dimensionality