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Search: "[ keyword: Deep Learning ]" (22)
Hybrid All-Reduce Strategy with Layer Overlapping for Reducing Communication Overhead in Distributed Deep Learning
Daehyun Kim, Sangho Yeo, Sangyoon Oh KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 7, pp. 191-198,
Jul.
2021
10.3745/KTCCS.2021.10.7.191
Keywords: Distributed Deep Learning, Synchronization, Layer Overlapping, Allreduce
10.3745/KTCCS.2021.10.7.191
Keywords: Distributed Deep Learning, Synchronization, Layer Overlapping, Allreduce
A Study on the Design and Implementation of Multi-Disaster Drone System Using Deep Learning-Based Object Recognition and Optimal Path Planning
Jin-Hyeok Kim, Tae-Hui Lee, Yamin Han, Heejung Byun KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 4, pp. 117-122,
Apr.
2021
https://doi.org/10.3745/KTCCS.2021.10.4.117
Keywords: ACO, Swarm, Drone, Deep Learning, Path Planning
https://doi.org/10.3745/KTCCS.2021.10.4.117
Keywords: ACO, Swarm, Drone, Deep Learning, Path Planning
Fat Client-Based Abstraction Model of Unstructured Data for Context-Aware Service in Edge Computing Environment
Do Hyung Kim, Jong Hyeok Mun, Yoo Sang Park, Jong Sun Choi, Jae Young Choi KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 3, pp. 59-70,
Mar.
2021
https://doi.org/10.3745/KTCCS.2021.10.3.59
Keywords: Edge Computing, Fat Client, context aware, Unstructured Data Abstraction, Deep Learning
https://doi.org/10.3745/KTCCS.2021.10.3.59
Keywords: Edge Computing, Fat Client, context aware, Unstructured Data Abstraction, Deep Learning
A Study on Malicious Code Detection Using Blockchain and Deep Learning
Deok Gyu Lee KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 2, pp. 39-46,
Feb.
2021
https://doi.org/10.3745/KTCCS.2021.10.2.39
Keywords: Malicious Code, Code Detection, Blockcahin, Deep Learning
https://doi.org/10.3745/KTCCS.2021.10.2.39
Keywords: Malicious Code, Code Detection, Blockcahin, Deep Learning
Distributed Edge Computing for DNA-Based Intelligent Services and Applications: A Review
Temesgen Seyoum Alemayehu, We-Duke Cho KIPS Transactions on Computer and Communication Systems,
Vol. 9, No. 12, pp. 291-306,
Dec.
2020
https://doi.org/10.3745/KTCCS.2020.9.12.291
Keywords: IoT, Deep Learning, Edge Computing, Distributed Training, DNA
https://doi.org/10.3745/KTCCS.2020.9.12.291
Keywords: IoT, Deep Learning, Edge Computing, Distributed Training, DNA
CNN-Based Novelty Detection with Effectively Incorporating Document-Level Information
Seongung Jo, Heung-Seon Oh, Sanghun Im, Seonho Kim KIPS Transactions on Computer and Communication Systems,
Vol. 9, No. 10, pp. 231-238,
Oct.
2020
https://doi.org/10.3745/KTCCS.2020.9.10.231
Keywords: Deep Learning, CNN, Novelty Detection
https://doi.org/10.3745/KTCCS.2020.9.10.231
Keywords: Deep Learning, CNN, Novelty Detection
Cooperative Multi-Agent Reinforcement Learning-Based Behavior Control of Grid Sortation Systems in Smart Factory
HoBin Choi, JuBong Kim, GyuYoung Hwang, KwiHoon Kim, YongGeun Hong, YounHee Han KIPS Transactions on Computer and Communication Systems,
Vol. 9, No. 8, pp. 171-180,
Aug.
2020
https://doi.org/10.3745/KTCCS.2020.9.8.171
Keywords: Deep Learning, Reinforcement Learning, Sortation System, Cooperative Multi-Agent
https://doi.org/10.3745/KTCCS.2020.9.8.171
Keywords: Deep Learning, Reinforcement Learning, Sortation System, Cooperative Multi-Agent
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
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
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