Dongyun Yi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 41

Top Topics

Feature Selection

Sparse Regression

Dimensionality Reduction

Scientific Papers

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Knowl. Data Eng.

Publications

Tingjin Luo, Yang Yang, Dongyun Yi, Jieping Ye
Robust discriminative feature learning with calibrated data reconstruction and sparse low-rank model. Appl. Intell. 54 (3) (2024)
Wenzhang Zhuge, Tingjin Luo, Ruidong Fan, Hong Tao, Chenping Hou, Dongyun Yi
Absent Multiview Semisupervised Classification. IEEE Trans. Cybern. 54 (3) (2024)
Wenzhang Zhuge, Hong Tao, Tingjin Luo, Ling-Li Zeng, Chenping Hou, Dongyun Yi
Joint Representation Learning and Clustering: A Framework for Grouping Partial Multiview Data. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Hong Tao, Chenping Hou, Dongyun Yi, Jubo Zhu, Dewen Hu
Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multiview Learning. IEEE Trans. Cybern. 51 (3) (2021)
Hong Tao, Chenping Hou, Yuhua Qian, Jubo Zhu, Dongyun Yi
Latent Complete Row Space Recovery for Multi-View Subspace Clustering. IEEE Trans. Image Process. 29 (2020)
Hong Tao, Chenping Hou, Dongyun Yi, Jubo Zhu
Multiview Classification With Cohesion and Diversity. IEEE Trans. Cybern. 50 (5) (2020)
Wenzhang Zhuge, Tingjin Luo, Hong Tao, Chenping Hou, Dongyun Yi
Multi-View Spectral Clustering With Incomplete Graphs. IEEE Access 8 (2020)
Wenzhang Zhuge, Chenping Hou, Shaoliang Peng, Dongyun Yi
Joint consensus and diversity for multi-view semi-supervised classification. Mach. Learn. 109 (3) (2020)
Jincheng Shan, Chenping Hou, Hong Tao, Wenzhang Zhuge, Dongyun Yi
Randomized multi-label subproblems concatenation via error correcting output codes. Neurocomputing 410 (2020)
Baolin Guo, Hong Tao, Chenping Hou, Dongyun Yi
Semi-supervised multi-label feature learning via label enlarged discriminant analysis. Knowl. Inf. Syst. 62 (6) (2020)
Ning Zhang, Chenli Zhao, Xue Zhang, Dongyun Yi
A Method of Intention Discovery Based on Scientific Collaboration Information. ICNC-FSKD (2019)
Wenzhang Zhuge, Chenping Hou, Xinwang Liu, Hong Tao, Dongyun Yi
Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data. IJCAI (2019)
Jincheng Shan, Chenping Hou, Hong Tao, Wenzhang Zhuge, Dongyun Yi
Full Representation Data Embedding via Nonoverlapping Historical Features. IEEE Trans. Cybern. 49 (8) (2019)
Tingjin Luo, Chenping Hou, Feiping Nie, Dongyun Yi
Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative Analysis. IEEE Trans. Cybern. 49 (3) (2019)
Hong Tao, Chenping Hou, Yuhua Qian, Jubo Zhu, Dongyun Yi
Latent Complete Row Space Recovery for Multi-view Subspace Clustering. CoRR (2019)
Jincheng Shan, Chenping Hou, Hong Tao, Wenzhang Zhuge, Dongyun Yi
Co-learning binary classifiers for LP-based multi-label classification. Cogn. Syst. Res. 55 (2019)
Xiang Li, Xiaojie Wang, Chengli Zhao, Xue Zhang, Dongyun Yi
Optimal Identification of Multiple Diffusion Sources in Complex Networks with Partial Observations. ICNC-FSKD (2019)
Hong Tao, Chenping Hou, Xinwang Liu, Tongliang Liu, Dongyun Yi, Jubo Zhu
Reliable Multi-View Clustering. AAAI (2018)
Zheng Xie, Zhenzheng Ouyang, Jianping Li, Enming Dong, Dongyun Yi
Modelling transition phenomena of scientific coauthorship networks. J. Assoc. Inf. Sci. Technol. 69 (2) (2018)
Baolin Guo, Chenping Hou, Jincheng Shan, Dongyun Yi
Low Rank Multi-Label Classification with Missing Labels. ICPR (2018)
Taihe Yi, Bing Liu, Zhengming Wang, Zhen Shen, Dongyun Yi
Boost-Phase Trajectory Inference From Space-Borne LOS Measurements With a Sieve Method. IEEE Trans. Aerosp. Electron. Syst. 54 (1) (2018)
Tingjin Luo, Chenping Hou, Feiping Nie, Hong Tao, Dongyun Yi
Semi-Supervised Feature Selection via Insensitive Sparse Regression with Application to Video Semantic Recognition. IEEE Trans. Knowl. Data Eng. 30 (10) (2018)
Hong Tao, Chenping Hou, Dongyun Yi, Jubo Zhu
Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multi-view Learning. CoRR (2018)
Jincheng Shan, Chenping Hou, Wenzhang Zhuge, Dongyun Yi
Co-learning Binary Classifiers for LP-Based Multi-label Classification. IScIDE (2018)
Gongmin Lan, Chenping Hou, Feiping Nie, Tingjin Luo, Dongyun Yi
Robust feature selection via simultaneous sapped norm and sparse regularizer minimization. Neurocomputing 283 (2018)
Chenping Hou, Feiping Nie, Hong Tao, Dongyun Yi
Multi-View Unsupervised Feature Selection with Adaptive Similarity and View Weight. IEEE Trans. Knowl. Data Eng. 29 (9) (2017)
Wenzhang Zhuge, Feiping Nie, Chenping Hou, Dongyun Yi
Unsupervised Single and Multiple Views Feature Extraction with Structured Graph. IEEE Trans. Knowl. Data Eng. 29 (10) (2017)
Hong Tao, Chenping Hou, Jubo Zhu, Dongyun Yi
Multi-view Clustering with Adaptively Learned Graph. ACML (2017)
Hong Tao, Chenping Hou, Feiping Nie, Jubo Zhu, Dongyun Yi
Scalable Multi-View Semi-Supervised Classification via Adaptive Regression. IEEE Trans. Image Process. 26 (9) (2017)
Tingjin Luo, Weizhong Zhang, Shang Qiu, Yang Yang, Dongyun Yi, Guangtao Wang, Jieping Ye, Jie Wang
Functional Annotation of Human Protein Coding Isoforms via Non-convex Multi-Instance Learning. KDD (2017)
Zheng Xie, Jianping Li, Miao Li, Dongyun Yi, Yanqin Feng, Zonglin Xie
Merging error analysis of name disambiguation based on author similarity. CoRR (2017)
Xiaomeng Li, Chengli Zhao, Qiangjuan Huang, Xiaojie Wang, Dongyun Yi
A method for discovering data patterns through constructing feature networks. ICNC-FSKD (2017)
Zheng Xie, Zonglin Xie, Miao Li, Jianping Li, Dongyun Yi
Modeling the coevolution between citations and coauthorship of scientific papers. Scientometrics 112 (1) (2017)
Yuwang Lai, De-feng Gu, Junhong Liu, Wenping Li, Dongyun Yi
Low-Frequency Error Extraction and Compensation for Attitude Measurements from STECE Star Tracker. Sensors 16 (10) (2016)
Shuyuan Zhao, De-feng Gu, Bin Yi, Dongyun Yi
Error analysis for the baseline estimation and calibration of distributed InSAR satellites. IGARSS (2016)
Baolin Guo, Chenping Hou, Feiping Nie, Dongyun Yi
Semi-Supervised Multi-label Dimensionality Reduction. ICDM (2016)
Zheng Xie, Enming Dong, Dongyun Yi, Zhenzheng Ouyang, Jianping Li
Modelling transition phenomena of scientific coauthorship networks. CoRR (2016)
Hong Tao, Chenping Hou, Feiping Nie, Yuanyuan Jiao, Dongyun Yi
Effective Discriminative Feature Selection With Nontrivial Solution. IEEE Trans. Neural Networks Learn. Syst. 27 (4) (2016)
Wenzhang Zhuge, Chenping Hou, Feiping Nie, Dongyun Yi
Unsupervised feature extraction using a learned graph with clustering structure. ICPR (2016)
Tingjin Luo, Chenping Hou, Dongyun Yi, Jun Zhang
Discriminative orthogonal elastic preserving projections for classification. Neurocomputing 179 (2016)
Zheng Xie, Zonglin Xie, Jianping Li, Miao Li, Dongyun Yi
A geometric graph model of the coevolution between citations and coauthorships in scientific papers. CoRR (2016)
Xue Zhang, Chengli Zhao, Xiaojie Wang, Dongyun Yi
Identifying Missing and Spurious Interactions in Directed Networks. Int. J. Distributed Sens. Networks 11 (2015)
Hong Tao, Chenping Hou, Feiping Nie, Yuanyuan Jiao, Dongyun Yi
Effective Discriminative Feature Selection with Non-trivial Solutions. CoRR (2015)
Chenping Hou, Feiping Nie, Dongyun Yi, Dacheng Tao
Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 26 (6) (2015)
Chenping Hou, Feiping Nie, Hua Wang, Dongyun Yi, Changshui Zhang
Learning high-dimensional correspondence via manifold learning and local approximation. Neural Comput. Appl. 24 (7-8) (2014)
Chenping Hou, Feiping Nie, Xuelong Li, Dongyun Yi, Yi Wu
Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection. IEEE Trans. Cybern. 44 (6) (2014)
Chenping Hou, Feiping Nie, Changshui Zhang, Dongyun Yi, Yi Wu
Multiple rank multi-linear SVM for matrix data classification. Pattern Recognit. 47 (1) (2014)
Xue Zhang, Chengli Zhao, Xiaojie Wang, Dongyun Yi
Identifying Missing and Spurious Interactions in Directed Networks. WASA (2014)
Xiaojie Wang, Hong Tao, Zheng Xie, Dongyun Yi
Mining social networks using wave propagation. Comput. Math. Organ. Theory 19 (4) (2013)
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu
Efficient Image Classification via Multiple Rank Regression. IEEE Trans. Image Process. 22 (1) (2013)
Dongyun Yi, Run Zhou, Ning-li Yu, Chengli Zhao, Jing Yao
The event memory episodic modeling based on data resources. Kybernetes 41 (9) (2012)
Jinjie Liu, Hongxia Wang, Dongyun Yi, Lei Sun
Seismic reflectivity inversion by a sparsity and lateral continuity constrained gradient descent method. SOLI (2012)
Lei Sun, Dong Li, Dongyun Yi, Jinjie Liu
Trajectory Tracking Based On Iterated Unscented Kalman Filter Of Boost Phase. SOLI (2012)
Chengli Zhao, Dongyun Yi
Text resource emergence: discovering evolutionary event patterns from web texts. Kybernetes 41 (9) (2012)
Bing Liu, Yan Zhao, Dongyun Yi
Sensor Management Based on Covariance Control Strategy for LEO Satellite Constellation. ISCID (1) (2011)
Xu Liu, Chenping Hou, Qiang Luo, Dongyun Yi
Uncovering Community Structure in Social Networks by Clique Correlation. MDAI (2011)
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu
Feature Selection via Joint Embedding Learning and Sparse Regression. IJCAI (2011)
Chengli Zhao, Xue Zhang, Dongyun Yi
An Event Graph Model for Discovering Trends from Text Streams. BIONETICS (2010)
Zhen Shen, Sheng Qiang, Dongyun Yi
Algorithm on Self-organization of Wireless or Connectionless Clustering. WASA (2010)
Chengli Zhao, Xue Zhang, Dongyun Yi
A General Framework: Combining Statistical Models and Network Structure for Deep Content Mining. ACIS-ICIS (2009)
Chenping Hou, Jing Wang, Yi Wu, Dongyun Yi
Local linear transformation embedding. Neurocomputing 72 (10-12) (2009)
Qiang Luo, Xu Liu, Dongyun Yi
Reconstructing Gene Networks from Microarray Time-Series Data via Granger Causality. Complex (1) (2009)
Qiang Luo, Dongyun Yi, Wenqiang Yang
The relationship between the uniform approximation rates and the shapes of fuzzy sets in fuzzy systems. Kybernetes 38 (3/4) (2009)
Qiang Luo, Dongyun Yi
Interaction Detection via Probabilistic Fuzzy Logic for Coupled Dynamical Systems. FSKD (3) (2008)
Qiang Luo, Wenqiang Yang, Dongyun Yi
Kernel shapes of fuzzy sets in fuzzy systems for function approximation. Inf. Sci. 178 (3) (2008)
Qiang Luo, Dongyun Yi
A co-evolving framework for robust particle swarm optimization. Appl. Math. Comput. 199 (2) (2008)
Chengli Zhao, Dongyun Yi
Mining Evolutionary Event Patterns of Web Texts for Text Resource Aggregation. FSKD (4) (2007)
Rongfu Tang, Dongyun Yi, Jubo Zhu, Qiang Luo, Jing Yao
TAIC algorithm for the visibility of the elliptical orbits' satellites. IGARSS (2007)
Puyin Liu, Qiang Luo, Wenqiang Yang, Dongyun Yi
The Learning Algorithm for a Novel Fuzzy Neural Network. ICIC (1) (2006)
Jing Yao, Dongyun Yi, De-feng Gu
The Associated Modeling and Precision Analysis of Spatial States and the Inter-Satellite Baseline of Formation Flying Satellites. IGARSS (2006)