JICS

Digital Library

Search: "[ keyword: Learning ]" (154)

41. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature

Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
10.7472/jksii.2022.23.3.35
Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
42. Deep Learning-Based Prediction of the Quality of Multiple Concurrent Beams in mmWave Band

Jun-Hyeok Choi, Mun-Suk Kim, Vol. 23, No. 3, pp. 13-20, Jun. 2022
10.7472/jksii.2022.23.3.13
Keywords: mmWave, 802.11ay, beamforming, MU-MIMO, Deep Learning
43. A Lightweight Software-Defined Routing Scheme for 5G URLLC in Bottleneck Networks

Sa Math, Prohim Tam, Seokhoon Kim, Vol. 23, No. 2, pp. 1-7, Apr. 2022
10.7472/jksii.2022.23.2.1
Keywords: Internet of Things, Quality of Service, Machine Learning, Mobile Edge Computing, Software-Defined Networking
44. A Methodology of AI Learning Model Construction for Intelligent Coastal Surveillance

Changhee Han, Jong-Hwan Kim, Jinho Cha, Jongkwan Lee, Yunyoung Jung, Jinseon Park, Youngtaek Kim, Youngchan Kim, Jeeseung Ha, Kanguk Lee, Yoonsung Kim, Sungwan Bang, Vol. 23, No. 1, pp. 77-86, Feb. 2022
10.7472/jksii.2022.23.1.77
Keywords: Command Control, Surveillance, Artificial intelligence, C4I, Machine Learning & Training, Radar
45. Multi-source information integration framework using self-supervised learning-based language model

Hanmin Kim, Jeongbin Lee, Gyudong Park, Mye Sohn, Vol. 22, No. 6, pp. 141-150, Dec. 2021
10.7472/jksii.2021.22.6.141
Keywords: Self-Supervised Learning, Language Model, similar relationship between sentences, Multi-source information integration
46. Deep Neural Network-Based Critical Packet Inspection for Improving Traffic Steering in Software-Defined IoT

Prohim Tam, Sa Math, Seokhoon Kim, Vol. 22, No. 6, pp. 1-8, Dec. 2021
10.7472/jksii.2021.22.6.1
Keywords: Deep Learning, Deep Packet Inspection, Network Functions Virtualization, Software-Defined Networking, Traffic Steering
47. Machine Learning based Firm Value Prediction Model: using Online Firm Reviews

Hanjun Lee, Dongwon Shin, Hee-Eun Kim, Vol. 22, No. 5, pp. 79-86, Oct. 2021
10.7472/jksii.2021.22.5.79
Keywords: Firm value, Machine Learning, Online Review, Firm review, Jobplanet
48. Efficient Resource Slicing Scheme for Optimizing Federated Learning Communications in Software-Defined IoT Networks

Prohim Tam, Sa Math, Seokhoon Kim, Vol. 22, No. 5, pp. 27-33, Oct. 2021
10.7472/jksii.2021.22.5.27
Keywords: Deep Learning, Federated learning, Internet of Things, Network Functions Virtualization, Software-Defined Networking
49. Formal Model of Extended Reinforcement Learning (E-RL) System

Do Yeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 4, pp. 13-28, Aug. 2021
10.7472/jksii.2021.22.4.13
Keywords: Reinforcement Learning (RL), Advanced RL, Formal Model, Design Methods, and Advanced Navigator System
50. Deep Learning based Abnormal Vibration Prediction of Drone

Jun-Ki Hong, Yang-Kyoo Lee, Vol. 22, No. 3, pp. 67-73, Jun. 2021
10.7472/jksii.2021.22.3.67
Keywords: Deep Learning, RNN, LSTM, Drone, Motor, Vibration

3
4
5
6
7