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Latest Publication | (Vol. 10, No.3, Mar. 2021)|

A Study on Selecting Principle Component Variables Using Adaptive Correlation
Ko Myung-Sook
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 79-84, Mar. 2021
https://doi.org/10.3745/KTSDE.2021.10.3.79
Keywords: Principle Component Analysis, correlation, Eigenvalue Graph, Eigenvector Coefficient

1D CNN and Machine Learning Methods for Fall Detection
Inkyung Kim, Daehee Kim, Song Noh, Jaekoo Lee
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 85-90, Mar. 2021
https://doi.org/10.3745/KTSDE.2021.10.3.85
Keywords: Machine Learning, Deep Learning, Fall Detection, 1D Convolutional Neural Network

A Comparative Study of Machine Learning Algorithms Using LID-DS DataSet
Park DaeKyeong, Ryu KyungJoon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 91-98, Mar. 2021
https://doi.org/10.3745/KTSDE.2021.10.3.91
Keywords: Machine Learning, HIDS, NIDS, LID-DS

Face Identification Using a Near-Infrared Camera in a Nonrestrictive In-Vehicle Environment
Min Song Ki, Yeong Woo Choi
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 99-108, Mar. 2021
https://doi.org/10.3745/KTSDE.2021.10.3.99
Keywords: Face Identification, near-infrared image, Multi Support Vector Machine (Multi-SVM), Light Overexposure

An Edge Detection Technique for Performance Improvement of eGAN
Lee Cho Youn, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 109-114, Mar. 2021
https://doi.org/10.3745/KTSDE.2021.10.3.109
Keywords: Generative Adversarial Network, Loss Function, Edge detection, eGAN



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