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Fully Automatic Heart Segmentation Model Analysis Using Residual Multi-Dilated Recurrent Convolutional U-Net
Sang Heon Lim, Myung Suk Lee KIPS Transactions on Computer and Communication Systems,
Vol. 9, No. 2, pp. 37-44,
Feb.
2020
10.3745/KTCCS.2020.9.2.37
Keywords: Deep Learning, Artificial intelligence, Heart Segmentation, algorithm, ANN, CNN
10.3745/KTCCS.2020.9.2.37
Keywords: Deep Learning, Artificial intelligence, Heart Segmentation, algorithm, ANN, CNN
Machine Learning Approach for Pattern Analysis of Energy Consumption in Factory
Jong Hoon Sung, Yeong Sik Cho KIPS Transactions on Computer and Communication Systems,
Vol. 8, No. 4, pp. 87-92,
Apr.
2019
https://doi.org/10.3745/KTCCS.2019.8.4.87
Keywords: Factory Energy, power consumption, Machine Learning, Factory Energy Management System
https://doi.org/10.3745/KTCCS.2019.8.4.87
Keywords: Factory Energy, power consumption, Machine Learning, Factory Energy Management System
Distributed Processing System Design and Implementation for Feature Extraction from Large-Scale Malicious Code
Hyunjong Lee, Seongyul Euh, Doosung Hwang KIPS Transactions on Computer and Communication Systems,
Vol. 8, No. 2, pp. 35-40,
Feb.
2019
https://doi.org/10.3745/KTCCS.2019.8.2.35
Keywords: Distributed Processing System, Malware detection, feature extraction, Machine Learning
https://doi.org/10.3745/KTCCS.2019.8.2.35
Keywords: Distributed Processing System, Malware detection, feature extraction, Machine Learning
Blockchain Based Financial Portfolio Management Using A3C
Ju-Bong Kim, Joo-Seong Heo, Hyun-Kyo Lim, Do-Hyung Kwon, Youn-Hee Han KIPS Transactions on Computer and Communication Systems,
Vol. 8, No. 1, pp. 17-28,
Jan.
2019
https://doi.org/10.3745/KTCCS.2019.8.1.17
Keywords: Reinforcement Learning, Financial Portfolio Management, A3C, Cryptocurrency, Investment Engineering
https://doi.org/10.3745/KTCCS.2019.8.1.17
Keywords: Reinforcement Learning, Financial Portfolio Management, A3C, Cryptocurrency, Investment Engineering
A Study of User Behavior Recognition-Based PIN Entry Using Machine Learning Technique
Changhun Jung, Zayabaatar Dagvatur, RhongHo Jang, DaeHun Nyang, KyungHee Lee KIPS Transactions on Computer and Communication Systems,
Vol. 7, No. 5, pp. 127-136,
May.
2018
10.3745/KTCCS.2018.7.5.127
Keywords: Smartphone, Authentication Protocol, User Behavior Recognition, Machine Learning, Pin
10.3745/KTCCS.2018.7.5.127
Keywords: Smartphone, Authentication Protocol, User Behavior Recognition, Machine Learning, Pin
Smart IoT Home Data Analysis and Device Control Algorithm Using Deep Learning
Sang-Hyeong Lee KIPS Transactions on Computer and Communication Systems,
Vol. 7, No. 4, pp. 103-110,
Apr.
2018
10.3745/KTCCS.2018.7.4.103
Keywords: Smart Home System, Deep Learning, Deep Neural Network
10.3745/KTCCS.2018.7.4.103
Keywords: Smart Home System, Deep Learning, Deep Neural Network
Extending Caffe for Machine Learning of Large Neural Networks Distributed on GPUs
Oh Jong-soo, Lee Dongho KIPS Transactions on Computer and Communication Systems,
Vol. 7, No. 4, pp. 99-102,
Apr.
2018
10.3745/KTCCS.2018.7.4.99
Keywords: Parallel Programming, GPU Computing, Machine Learning
10.3745/KTCCS.2018.7.4.99
Keywords: Parallel Programming, GPU Computing, Machine Learning
Video Classification System Based on Similarity Representation Among Sequential Data
Hosuk Lee, Jihoon Yang KIPS Transactions on Computer and Communication Systems,
Vol. 7, No. 1, pp. 1-8,
Jan.
2018
10.3745/KTCCS.2018.7.1.1
Keywords: Deep Learning, Video Classification, Similarity Measure, Representation Learning
10.3745/KTCCS.2018.7.1.1
Keywords: Deep Learning, Video Classification, Similarity Measure, Representation Learning
Performance Analysis and Optimization of OpenDaylight Controller in Distributed Cluster Environment
Solyi Lee, Taehong Kim, Taejoon Kim KIPS Transactions on Computer and Communication Systems,
Vol. 6, No. 11, pp. 453-462,
Nov.
2017
10.3745/KTCCS.2017.6.11.453
Keywords: OpenDaylight, Cluster, throughput, Performance, Raft algorithm, Leader Election
10.3745/KTCCS.2017.6.11.453
Keywords: OpenDaylight, Cluster, throughput, Performance, Raft algorithm, Leader Election
A Model-Fitting Approach of External Force on Electric Pole Using Generalized Additive Model
Park Chul Young, Shin Chang Sun, Park Myung Hye, Lee Seung Bae, Park Jang Woo KIPS Transactions on Computer and Communication Systems,
Vol. 6, No. 11, pp. 445-452,
Nov.
2017
10.3745/KTCCS.2017.6.11.445
Keywords: Accelerometer, Electric Pole, Generalized Additive Model, Machine Learning, Meteorological Conditions
10.3745/KTCCS.2017.6.11.445
Keywords: Accelerometer, Electric Pole, Generalized Additive Model, Machine Learning, Meteorological Conditions