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Yung-Cheol Byun
Also published under:Yungcheol Byun, Yung Cheol Byun
Affiliation
Department of Computer Engineering, Major of Electronic Engineering, Institute of Information Science and Technology, Jeju National University, Jeju-si, South Korea
Topic
Ensemble Model,F1 Score,Convolutional Neural Network,Decision Tree,Learning Algorithms,Long Short-term Memory,Machine Learning,Prediction Model,Root Mean Square Error,Training Data,Battery Management System,Confusion Matrix,Deep Learning,Depthwise Separable Convolution,Ensemble Method,K-nearest Neighbor,Machine Learning Models,Mean Absolute Error,Mean Square Error,Random Forest,Remaining Useful Life,Validation Set,Base Classifiers,Battery Capacity,Battery Management,Binary Classification,Classification Model,Classification Performance,Convolutional Neural Network Model,Data Augmentation,Data Preparation,Deep Neural Network,Ensemble Approach,Ensemble Technique,Extreme Gradient Boosting,Gradient Boosting,Learning Models,Medical Imaging,Model Performance,Neural Network,Precision And Recall,Prediction Accuracy,Predictive Maintenance,Retinal Images,Sensor Data,Support Vector Regression,Training Set,Unsupervised Learning,Visual Impairment,Wind Turbine,
Biography
Yung-Cheol Byun studied at the University of Florida as a Visiting Professor, from 2012 to 2014. He currently directs the Machine Learning Laboratory, Department of Computer Science, Jeju National University. Before joining Jeju National University, he worked as a Special Lecturer with Samsung Electronics Company Ltd., in 2000 and 2001. From 2001 to 2003, he was a Senior Researcher with the Electronics and Telecommunications Research Institute (ETRI). He was promoted to join Jeju National University as an Assistant Professor, in 2003. He is also serving as the Director for the Information Science Technology Laboratory and other academic societies. He has been hosting the International Conference on Computers, Networks, Systems, and Industrial Engineering (CNSI); and serving as the program chair, the workshop chair, and the session chair for various international conferences and workshops.