J-KICS

Integrated CNN for Specified Object Filtering and Abnormal Motion Detection for Smart Factory

Sang-wook Hong Hyung-won Kim
Vol. 48, No. 8, pp. 1001-1011, Aug. 2023

10.7840/kics.2023.48.8.1001

Smart Factory

Anomaly Detection

Deep Learning

Cryptanalysis of Telemetry Data Using Machine Learning and Deep Learning

Joo-eon Ahn Ji-eun Kim Taek-joon Yi
Vol. 48, No. 8, pp. 992-1000, Aug. 2023

10.7840/kics.2023.48.8.992

Image Captioning Network for Disaster Dataset Based on Transfer Learning and Disaster Convolution Block

Jeong-hun Hong Dong-hun Lee Han-gyul Baek Byungjun Bae Sang-hyo Park

Vol. 48, No. 8, pp. 950-954, Aug. 2023

10.7840/kics.2023.48.8.950

Malicious Account Classification Using CNN for Ethereum Blockchain’s Accounts

Revin Naufal Alief Syifa Maliah Rachmawati Jae Min Lee Dong-Seong Kim
Vol. 48, No. 7, pp. 875-884, Jul. 2023

10.7840/kics.2023.48.7.875

Deep Learning Model for Robust Target Tracking Using TDoA Probabilistic Image

Sungho Lee Jaewoong Shim
Vol. 48, No. 7, pp. 807-815, Jul. 2023

10.7840/kics.2023.48.7.807

UWB communication systems

TDOA

Indoor tracking

Real time localization

Deep Learning

Comparison of the Performance of Image Enhancement Algorithm for Automatic Tracking of Optical Wireless Communication Terminal

Keo Sik Kim Young Soon Heo Chan Il Yeo Siwoong Park Hyoung Jun Park

Vol. 48, No. 7, pp. 775-781, Jul. 2023

10.7840/kics.2023.48.7.775

Optical Wireless Communications

automatic tracking

image enhancement

deep learning transfer learning

A Survey on Fairness Provision Schemes for Federated Learning Networks

Yeong-chan Kim Hoon Kim
Vol. 48, No. 6, pp. 677-680, Jun. 2023

10.7840/kics.2023.48.6.677

Proportional Fairness

Rethinking Real-Time Lane Detection Technology for Autonomous Driving

DaewonKwak JisangYoo MinjunSon MinsuPark DonggeonChoi
SungjinLee
Vol. 48, No. 5, pp. 589-599, May 2023

10.7840/kics.2023.48.5.589

Development of Robust Crack Segmentation and Thickness Measurement Model Using Deep Learning

SooMinLee Gyeong-YeongKim Dong-JuKim
Vol. 48, No. 5, pp. 554-566, May 2023

10.7840/kics.2023.48.5.554

computer vision

Deep Learning

crack

Semantic segmentation

image skeletonization

Reinforcement Learning-Based Scheduler with Dynamic Precedence in Deterministic Networks

JihyeRyu GyudongPark JuhyeokKwon JinooJoung
Vol. 48, No. 4, pp. 413-422, Apr. 2023

10.7840/kics.2023.48.4.413

Reinforcement Learning

Deep Learning

deterministic networking

Q-learning

Double Deep Q-network

precedence

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Integrated CNN for Specified Object Filtering and Abnormal Motion Detection for Smart Factory

Cryptanalysis of Telemetry Data Using Machine Learning and Deep Learning

Image Captioning Network for Disaster Dataset Based on Transfer Learning and Disaster Convolution Block

Malicious Account Classification Using CNN for Ethereum Blockchain’s Accounts

Deep Learning Model for Robust Target Tracking Using TDoA Probabilistic Image

Comparison of the Performance of Image Enhancement Algorithm for Automatic Tracking of Optical Wireless Communication Terminal

A Survey on Fairness Provision Schemes for Federated Learning Networks

Rethinking Real-Time Lane Detection Technology for Autonomous Driving

Development of Robust Crack Segmentation and Thickness Measurement Model Using Deep Learning

Reinforcement Learning-Based Scheduler with Dynamic Precedence in Deterministic Networks

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