Concepedia

Shujian Yu

SY

43

Publications

1.3K

Citations

21

H-Index

2013

Active since

Affiliations

University of Florida(Current)

Huazhong University of Science and Technology

UiT The Arctic University of Norway

Vrije Universiteit Amsterdam

Xi'an Jiaotong University

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

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionDeep LearningImage AnalysisComputer ScienceComputer VisionEntropyMachine Vision

Publications per year

2013–2024

43

Publications

43

Understanding autoencoders with information theoretic concepts

Shujian Yu, José C. Prı́ncipe · Neural Networks · 2019 · 159 citations

Engineering, Machine Learning, Automated Reasoning +4

Multi-view manifold learning with locality alignment

Yue Zhao, Xinge You, Shujian Yu et al. · Pattern Recognition · 2018 · 87 citations

Machine Vision, Machine Learning, Data Science +8

Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration

Shujian Yu, Kristoffer Wickstrøm, Robert Jenssen et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 79 citations

Multi-view non-negative matrix factorization by patch alignment framework with view consistency

Weihua Ou, Shujian Yu, Gai Li et al. · Neurocomputing · 2016 · 67 citations

Image Analysis, Engineering, View Consistency +9

Causal Recurrent Variational Autoencoder for Medical Time Series Generation

Hongming Li, Shujian Yu, José C. Prı́ncipe · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 63 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

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