J
Jee-Hyong Lee
Researcher at Sungkyunkwan University
Publications - 154
Citations - 1158
Jee-Hyong Lee is an academic researcher from Sungkyunkwan University. The author has contributed to research in topics: Computer science & Web page. The author has an hindex of 14, co-authored 141 publications receiving 967 citations.
Papers
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Book ChapterDOI
Learning styles diagnosis based on user interface behaviors for the customization of learning interfaces in an intelligent tutoring system
TL;DR: A study of the intelligent learning environment where the learner's preferences are diagnosed, and then user interfaces are customized in an adaptive manner to accommodate the preferences.
Journal ArticleDOI
Accurate lithography hotspot detection using deep convolutional neural networks
TL;DR: This approach is the first CNN-based lithography HS detection using convolutional neural networks and makes additional technical efforts to improve the performance of the framework, including inspection region reduction, data augmentation, DBSCAN clustering, modified batch normalization, and fast image scanning.
Journal ArticleDOI
Deep Neural Network Self-training Based on Unsupervised Learning and Dropout
Journal ArticleDOI
Autonomic machine learning platform
TL;DR: An autonomic machine learning platform is proposed which provides the decision factors to be made during the developing of machine learning applications and can be used to derive a high-quality learning result by minimizing experts’ interventions and reducing the number of design selections that require expert knowledge and intuition.
Journal ArticleDOI
An approach for multi-label classification by directed acyclic graph with label correlation maximization
TL;DR: This paper proposes a novel multi-label learning method inspired by the classifier chain approach to model the correlations of the labels using a directed acyclic graph.