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CatBoost-Based Network Intrusion Detection on Imbalanced CIC-IDS-2018 Dataset
Alikhanov Jumabek  SeungSam Yang  YoungTae Noh
Vol. 46, No. 12, pp. 2191-2197, Dec. 2021
10.7840/kics.2021.46.12.2191
WiSECam: A CSI-Based Deep Learning Motion Detection for Wireless Cameras
DinhNguyen Dao  Muhammad Salman  YoungTae Noh
Vol. 46, No. 12, pp. 2184-2190, Dec. 2021
10.7840/kics.2021.46.12.2184
Distributed Resource Allocation for D2D Communication based on Deep Neural Network
Woongsup Lee
Vol. 46, No. 12, pp. 2159-2162, Dec. 2021
10.7840/kics.2021.46.12.2159
Research on Tomato Flowers and Fruits Object Detection Model in Greenhouse Environment Using Deep Learning
Dasom Seo  Kyoung-Chul Kim  Meonghun Lee  Kyung-Do Kwon  Gookhwan Kim

Vol. 46, No. 11, pp. 2072-2077, Nov. 2021
10.7840/kics.2021.46.11.2072
Artificial Intelligence Modeling for Analysis and Clarification of Racehorse Lameness
Su Yeon Han  Dae Woo Park
Vol. 46, No. 11, pp. 2031-2037, Nov. 2021
10.7840/kics.2021.46.11.2031
Implementation of Federated Learning Using Probabilistic Sampling Techniques Based on Data Distribution Estimation to Solve Statistical Heterogeneity Problems
Seon Uk Kim  Hyeonsu Lee  Junil Bang  Sung Eon Hong  Hwa Jong Kim

Vol. 46, No. 11, pp. 1941-1949, Nov. 2021
10.7840/kics.2021.46.11.1941
Deep Learning-Based PDR Scheme for Predicting Movement Changes for Smartphone Users
Kwan-Soo Kim  Yoan Shin
Vol. 46, No. 11, pp. 1908-1919, Nov. 2021
10.7840/kics.2021.46.11.1908
Malicious Traffic Classification in a UNSW-NB15 Dataset by Using Tomeklinks and ClusBUS
Pil-Do Yoon  Gyung-Ho Hwang
Vol. 46, No. 11, pp. 1896-1899, Nov. 2021
10.7840/kics.2021.46.11.1896
A Double Q-Learning Based Routing Protocol for Unmanned Aerial Multi-Hop Networks
Jae-won Lim  Young-Bae Ko
Vol. 46, No. 11, pp. 1873-1881, Nov. 2021
10.7840/kics.2021.46.11.1873
Q-learning Based Ad-Hoc Network Formation Strategy for Wireless Nodes with Random Mobility Models
Nayoung Kim  Minhae Kwon  Hyunggon Park
Vol. 46, No. 11, pp. 1834-1845, Nov. 2021
10.7840/kics.2021.46.11.1834

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pISSN : 1226 - 4717
eISSN : 2287 - 3880