Shujian Yu - Concepedia

Author

Shujian Yu

University of Florida ORCID

Also Known As

Li, Chenxu, Shujian Yu, Yu, Shujian

176

Publications

1.6K

Citations

H-Index

Concepts

All Affiliations

University of Florida Huazhong University of Science and Technology UiT The Arctic University of Norway Vrije Universiteit Amsterdam Xi'an Jiaotong University

About

Shujian Yu is an author at University of Florida specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	22	826
2	Public Health	4	4	83
3	Medicine	3	3	111
4	Management	1	1	13
5	Natural Sciences	1	1	20

Shujian Yu

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Understanding autoencoders with information theoretic concepts Shujian Yu, José C. Prı́ncipe Neural Networks EngineeringMachine LearningAutomated ReasoningAutoencodersAi Foundation	2019	159
Multi-view manifold learning with locality alignment Yue Zhao, Xinge You, Shujian Yu, Pattern Recognition Machine VisionMachine LearningData ScienceImage AnalysisPattern Recognition	2018	87
Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration Shujian Yu, Kristoffer Wickstrøm, Robert Jenssen, IEEE Transactions on Neural Networks and Learning Systems	2020	79
Multi-view non-negative matrix factorization by patch alignment framework with view consistency Weihua Ou, Shujian Yu, Gai Li, Neurocomputing Image AnalysisEngineeringView ConsistencyMatrix FactorizationPattern Recognition	2016	67
Causal Recurrent Variational Autoencoder for Medical Time Series Generation Hongming Li, Shujian Yu, José C. Prı́ncipe Proceedings of the AAAI Conference on Artificial Intelligence Structured PredictionEngineeringMachine LearningAutoencodersRecurrent Neural Network	2023	63
Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional Shujian Yu, Luis G. Sánchez Giraldo, Robert Jenssen, IEEE Transactions on Pattern Analysis and Machine Intelligence	2019	59
Improved functional link artificial neural network via convex combination for nonlinear active noise control Haiquan Zhao, Xiangping Zeng, Zhengyou He, Applied Soft Computing Nonlinear ControlEngineeringConvex CombinationMechanical SystemsIntelligent Control	2016	58
Concept drift detection and adaptation with hierarchical hypothesis testing Shujian Yu, Zubin Abraham, Heng Wang, Journal of the Franklin Institute EngineeringShift DetectionConcept DriftData MiningConcept Drift Detection	2019	56
CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis Kaizhong Zheng, Shujian Yu, Badong Chen Neural Networks Neuroimaging BiomarkersGraph Neural NetworkPsychiatryComputational NeuroscienceMedicine	2024	54
Kernel Learning for Dynamic Texture Synthesis Xinge You, Weigang Guo, Shujian Yu, IEEE Transactions on Image Processing EngineeringMachine LearningStyle TransferImage AnalysisDifferentiable Rendering	2016	37

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