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TSEE: an elastic embedding method to visualize the dynamic gene expression patterns of time series single-cell RNA sequencing data 期刊论文
BMC GENOMICS, 2019, 卷号: 20, 页码: 16
Authors:  An, Shaokun;  Ma, Liang;  Wan, Lin
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Nonlinear dimensionality reduction  Elastic embedding  Visualization  Single-cell RNA sequencing  Time series  Cell fate decisions  Gene expression pattern  Oscillation  In-group proportion  
Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction 期刊论文
MATHEMATICAL PROGRAMMING, 2017, 卷号: 164, 期号: 1-2, 页码: 341-381
Authors:  Ding, Chao;  Qi, Hou-Duo
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Euclidean distance matrix  Convex matrix optimization  Multidimensional scaling  Nonlinear dimensionality reduction  Low-rank matrix  Error bounds  Random graph models  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
Authors:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
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Isomap  Nonlinear dimensionality reduction  Manifold learning  Pattern analysis  Multi-manifold embedding  
Tracking uncooperative person using a dynamic vision platform 期刊论文
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2011, 卷号: 33, 期号: 7, 页码: 823-845
Authors:  Zheng, Suiwu;  Qiao, Hong;  Zhang, Bo;  Zhang, Peng
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
assembled features  head tracking  mobile robotic system  nonlinear dimensionality reduction  
An improved local tangent space alignment method for manifold learning 期刊论文
PATTERN RECOGNITION LETTERS, 2011, 卷号: 32, 期号: 2, 页码: 181-189
Authors:  Zhang, Peng;  Qiao, Hong;  Zhang, Bo
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Nonlinear dimensionality reduction  Manifold learning  Data mining  
Learning an Intrinsic-Variable Preserving Manifold for Dynamic Visual Tracking 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 卷号: 40, 期号: 3, 页码: 868-880
Authors:  Qiao, Hong;  Zhang, Peng;  Zhang, Bo;  Zheng, Suiwu
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
Feature extraction  robotic visual tracking  visual tracking  
Intrinsic dimension estimation of manifolds by incising balls 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 5, 页码: 780-787
Authors:  Fan, Mingyu;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Nonlinear dimensionality reduction  Manifold learning  Intrinsic dimension estimation  Data mining