Concepedia

Juyeon Heo

JH

4

Publications

430

Citations

4

H-Index

2019

Active since

Affiliations

Sungkyunkwan University(Current)

Juyeon Heo is an author at Sungkyunkwan University specializing in engineering, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningExplainable AiComputer ScienceInterpretabilityMachine LearningAutomated ReasoningMachine TranslationInformation Forensics

Publications per year

2019–2020

4

Publications

4

Toward a unified framework for interpreting machine-learning models in neuroimaging

Lada Kohoutová, Juyeon Heo, Sungmin Cha et al. · Nature Protocols · 2020 · 172 citations · Full text

Machine-learning Models, Engineering, Neuroimaging Modality +12

Estimating PM2.5 concentration of the conterminous United States via interpretable convolutional neural networks

Yongbee Park, Byungjoon Kwon, Juyeon Heo et al. · Environmental Pollution · 2019 · 132 citations

Human Activity Impact, Pollution Detection, Environmental Monitoring +11

Fooling Neural Network Interpretations via Adversarial Model Manipulation

Juyeon Heo, Sunghwan Joo, Taesup Moon · arXiv (Cornell University) · 2019 · 73 citations · Full text

Artificial Intelligence, Model Manipulation, Engineering +14

Fooling Neural Network Interpretations via Adversarial Model Manipulation

Juyeon Heo, Sunghwan Joo, Taesup Moon · arXiv (Cornell University) · 2019 · 53 citations · Full text

Artificial Intelligence, Model Manipulation, Engineering +14

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