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Noise-aware clustering based on maximum correntropy criterion and adaptive graph regularization

by Li, Xinyu, Fan, Hui, Liu, Jinglei
Published in Information sciences (01.05.2023)

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Journal Article

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SAGN: Sparse Adaptive Gated Graph Neural Network With Graph Regularization for Identifying Dual-View Brain Networks

by Xue, Wei, He, Hong, Wang, Yanbing, Zhao, Ying
Published in IEEE transaction on neural networks and learning systems (01.05.2025)

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PGR: Pseudo Graph Regularization for Semi-Supervised Classification

by Hu, Cong, Song, Jiangtao, Wu, Xiao-Jun
Published in IEEE transactions on artificial intelligence (2025)

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Journal Article

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A Novel Biclustering Algorithm Based on Differential Sparsity Constraints and Dynamic Graph Regularization for Cancer Gene Expression Data

by Li, Dan, Song, Peicong, Wang, Jia
Published in IEEE access (2025)

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Journal Article

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Regression Models With Graph-Regularization Learning Algorithms for Accurate Fault Location in Smart Grids

by Hassani, Hossein, Razavi-Far, Roozbeh, Saif, Mehrdad, Capolino, Gerard-Andre
Published in IEEE systems journal (01.06.2021)

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Journal Article

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Integrate multi-omics data with biological interaction networks using Multi-view Factorization AutoEncoder (MAE)

by Ma, Tianle, Zhang, Aidong
Published in BMC genomics (20.12.2019)

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Journal Article

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One-step unsupervised clustering based on information theoretic metric and adaptive neighbor manifold regularization

by Li, Xinyu, Fan, Hui, Liu, Jinglei
Published in Engineering applications of artificial intelligence (01.04.2023)

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Journal Article

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Graph-Based Tensor Bayesian Multispectral Image Fusion With Nonconvex Tensor Rank Minimization Model

by Liu, Pengfei, Zheng, Zhizhong, Zheng, Shangdong, Xiao, Liang
Published in IEEE transactions on instrumentation and measurement (01.01.2025)

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Journal Article

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Structural sparse representation with class-specific dictionary for ECG biometric recognition

by Xu, Jingxiao, Yang, Gongping, Wang, Kuikui, Huang, Yuwen, Liu, Haiying, Yin, Yilong
Published in Pattern recognition letters (01.07.2020)

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Journal Article

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A generative-discriminative framework that integrates imaging, genetic, and diagnosis into coupled low dimensional space

by Ghosal, Sayan, Chen, Qiang, Pergola, Giulio, Goldman, Aaron L., Ulrich, William, Berman, Karen F., Blasi, Giuseppe, Fazio, Leonardo, Rampino, Antonio, Bertolino, Alessandro, Weinberger, Daniel R., Mattay, Venkata S., Venkataraman, Archana
Published in NeuroImage (Orlando, Fla.) (01.09.2021)

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Decentralized Semi-supervised Learning over Multitask Graphs

by Issa, Maha, Nassif, Roula, Rizk, Elsa, Sayed, Ali H.
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)

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Conference Proceeding

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Self-Weighting Grading Biomarker Based on Graph-Guided Information Propagation for the Prediction of Mild Cognitive Impairment Conversion

by Li, Ying, Fang, Yixian, Zhang, Huaxiang, Hu, Bin
Published in IEEE access (2019)

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Journal Article

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Semi-supervised learning with lexical knowledge for opinion mining

by Nóra, Balla-Müller, Lemnaru, C, Potolea, R
Published in 2010 IEEE International Conference on Intelligent Computer Communication and Processing (01.08.2010)

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Conference Proceeding

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Double-cohesion learning based multiview and discriminant palmprint recognition

by Zhao, Shuping, Wu, Jigang, Fei, Lunke, Zhang, Bob, Zhao, Pengyang
Published in Information fusion (01.07.2022)

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Journal Article

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Robust Classification of Information Networks by Consistent Graph Learning

by Zhi, Shi, Han, Jiawei, Gu, Quanquan
Published in Lecture notes in computer science (01.01.2015)

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Book Chapter

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Re-weighted multi-view clustering via triplex regularized non-negative matrix factorization

by Feng, Lin, Liu, Wenzhe, Meng, Xiangzhu, Zhang, Yong
Published in Neurocomputing (Amsterdam) (13.11.2021)

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Journal Article

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Extracting Sub-Networks from Brain Functional Network Using Graph Regularized Nonnegative Matrix Factorization

by Jiao, Zhuqing, Ji, Yixin, Jiao, Tingxuan, Wang, Shuihua
Published in Computer modeling in engineering & sciences (01.01.2020)

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Journal Article

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Graph‐Regularized Manifold‐Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation

by Tan, Yee‐Fan, Noman, Fuad, Phan, Raphaël C.‐W., Ombao, Hernando, Ting, Chee‐Ming
Published in Human brain mapping (15.08.2025)

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Journal Article

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Adaptive dual-graph learning joint feature selection for EEG emotion recognition

by Hu, Liangliang, Tan, Congming, Tian, Yin
Published in Journal of King Saud University. Computer and information sciences (01.06.2025)

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Journal Article

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Semi-supervised graph regularized concept factorization with the class-driven constraint for image representation

by Gao, Yuelin, Li, Huirong, Zhou, Yani, Chen, Yijun
Published in AIMS mathematics (01.01.2023)

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