Chest X-Ray Outlier Detection Model Using Dimension Reduction and Edge Detection

Authors: Chang-Min Kim, Ellen J. Hong, Roy C. Park

Source: IEEE Access, Vol 9, Pp 86096-86106 (2021)

Subject Terms: Computer-aided diagnosis (CAD) system, feature extraction, line feature analysis (LFA), RNN, deep learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9446176/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/a56d0b66466349c1bf9feb1ff2f26f00

Prediction of Traffic Congestion Based on LSTM Through Correction of Missing Temporal and Spatial Data

Authors: Dong-Hoon Shin, Kyungyong Chung, Roy C. Park

Source: IEEE Access, Vol 8, Pp 150784-150796 (2020)

Subject Terms: Long short-term memory, traffic, intelligent transportation system, deep learning, missing data correction, big data-based AI, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9166475/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/863759b777da49289e2cf686dcf4e833

Decision Boundary-Based Anomaly Detection Model Using Improved AnoGAN From ECG Data

Authors: Dong-Hoon Shin, Roy C. Park, Kyungyong Chung

Source: IEEE Access, Vol 8, Pp 108664-108674 (2020)

Subject Terms: Heart disease, arrhythmia, health care, deep learning, electrocardiogram, generative adversarial network, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9110549/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/50dd565675334155add5a5556a4aefc8

Breast Mass Classification Using eLFA Algorithm Based on CRNN Deep Learning Model

Authors: Chang-Min Kim, Roy C. Park, Ellen J. Hong

Source: IEEE Access, Vol 8, Pp 197312-197323 (2020)

Subject Terms: Computer aided diagnosis system, line feature analysis, CRNN, breast cancer, deep learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9245496/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/5f357cf290d54fd087507cb5b2d1244d

Real-Time Streaming Image Based PP2LFA-CRNN Model for Facial Sentiment Analysis

Authors: Chang-Min Kim, Ki-Hwan Kim, Young Sil Lee, Kyungyong Chung, Roy C. Park

Source: IEEE Access, Vol 8, Pp 199586-199602 (2020)

Subject Terms: Image security, facial expression analysis, PingPong256 security method, line-segment feature analysis, PP2LFA-CRNN, smart-driving service, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9241784/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/44a78941269448ea970b2f8f563454fb

Health Risk Detection and Classification Model Using Multi-Model-Based Image Channel Expansion and Visual Pattern Standardization

Authors: Chang-Min Kim, Ellen J. Hong, Kyungyong Chung, Roy C. Park

Source: Applied Sciences, Vol 11, Iss 18, p 8621 (2021)

Subject Terms: YOLO, image channel expansion, breast cancer, visual pattern standardization, LFA, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/11/18/8621; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/a8310e0407fe418b937422f0a5ed257f

Line-segment Feature Analysis Algorithm Using Input Dimensionality Reduction for Handwritten Text Recognition

Authors: Chang-Min Kim, Ellen J. Hong, Kyungyong Chung, Roy C. Park

Source: Applied Sciences, Vol 10, Iss 19, p 6904 (2020)

Subject Terms: feature extraction, dimensionality reduction, line-segment features, k-nearest neighbor, support vector machine, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/10/19/6904; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/50c1f574260e4a00bbca55390bfdd4e1

Driver Facial Expression Analysis Using LFA-CRNN-Based Feature Extraction for Health-Risk Decisions

Authors: Chang-Min Kim, Ellen J. Hong, Kyungyong Chung, Roy C. Park

Source: Applied Sciences, Vol 10, Iss 8, p 2956 (2020)

Subject Terms: facial expression analysis, line segment feature analysis, dimensionality reduction, convolutional recurrent neural network, driver health risk, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/10/8/2956; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/97cd62aaf51d49b2a27a1a3ba72e1292

Detection of Emotion Using Multi-Block Deep Learning in a Self-Management Interview App

Authors: Dong Hoon Shin, Kyungyong Chung, Roy C. Park

Source: Applied Sciences, Vol 9, Iss 22, p 4830 (2019)

Subject Terms: self-management interview application, emotion analysis, facial recognition, image-mining, deep convolutional neural network, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/9/22/4830; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/21ce942834704891a57551659397de9a