JICS

1. Generating Data and Applying Machine Learning Methods for Music Genre Classification

Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024

10.7472/jksii.2024.25.4.57
Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine

2. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data

Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024

10.7472/jksii.2024.25.2.57
Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing

3. Research of PPI prediction model based on POST-TAVR ECG

InSeo Song, SeMo Yang, KangYoon Lee, Vol. 25, No. 2, pp. 29-38, Apr. 2024

10.7472/jksii.2024.25.2.29
Keywords: Machine Learning, Transcatheter Aortic Valve Replacement(TAVR), Permanent Pacemaker Implantation(PPI)

4. Research on BGP dataset analysis and CyCOP visualization methods

Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024

10.7472/jksii.2024.25.1.177
Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection

5. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone

Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023

10.7472/jksii.2023.24.6.119
Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense

6. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content

Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023

10.7472/jksii.2023.24.6.49
Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model

7. A Study on Efficient AI Model Drift Detection Methods for MLOps

Ye-eun Lee, Tae-jin Lee, Vol. 24, No. 5, pp. 17-27, Oct. 2023

10.7472/jksii.2023.24.5.17
Keywords: Artificail Inteligence, Machine Learning Model, Drift Detection, XAI, MLOps

8. Machine Learning-based hydrogen charging station energy demand prediction model

MinWoo Hwang, Yerim Ha, Sanguk Park, Vol. 24, No. 2, pp. 47-56, Apr. 2023

10.7472/jksii.2023.24.2.47
Keywords: Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station

9. Cyberattack Goal Classification Based on MITRE ATT&CK: CIA Labeling

Chan Ho Shin, Chang-hee Choi, Vol. 23, No. 6, pp. 15-26, Dec. 2022

10.7472/jksii.2022.23.6.15
Keywords: Labeling, Machine Learning, Deep Learning, MITRE ATT&CK, TTP, CIA triad

10. A study on machine learning-based defense system proposal through web shell collection and analysis

Ki-hwan Kim, Yong-tae Shin, Vol. 23, No. 4, pp. 87-94, Aug. 2022

10.7472/jksii.2022.23.4.87
Keywords: Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System

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