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. RDP-based Lateral Movement Detection using PageRank and Interpretable System using SHAP

Jiyoung Yun, Dong-Wook Kim, Gun-Yoon Shin, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 4, pp. 1-11, Aug. 2021

10.7472/jksii.2021.22.4.1
Keywords: Lateral Movement, Pagerank Algorithm, Explainable AI, Remote Desktop Protocol, feature extraction

3. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals

Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021

10.7472/jksii.2021.22.3.9
Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction

4. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities

Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020

10.7472/jksii.2020.21.4.127
Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction

5. Malware Application Classification based on Feature Extraction and Machine Learning for Malicious Behavior Analysis in Android Platform

Dong-Wook Kim, Kyung-Gi Na, Myung-Mook Han, Mijoo Kim, Woong Go, Jun Hyung Park, Vol. 19, No. 1, pp. 27-36, Feb. 2018

10.7472/jksii.2018.19.1.27
Keywords: Android, Behivavr Analysis, feature extraction, Correlation Analysis, Malware Application Classification

6. Features Extraction for Classifying Parkinson's Disease Based on Gait Analysis

Sang-Hong Lee, Joon-S. Lim, Dong-Kun Shin, Vol. 11, No. 6, pp. 13-20, Dec. 2010
Keywords: Parkinson's disease, Gait, Fuzzy Neural Networks, Wavelet Transforms, feature extraction

7. Extracting Input Features and Fuzzy Rules for Classifying Epilepsy Based on NEWFM

Sang-Hong Lee, Joon-S. Lim, Vol. 10, No. 5, pp. 127-134, Oct. 2009
Keywords: Electroencephalogram, Epilepsy, Fuzzy Neural Networks, Wavelet Transforms, feature extraction

8. A Facial Feature Detection using Light Compensation and Appearance-based Features

Kim Jin-Ok, Vol. 7, No. 3, pp. 143-154, Jun. 2006
Keywords: Facial Feature Detection, light compensation, feature extraction, Face Recognition

9. Realistic Avatar Face Generation Using Shading Mechanism

Park Yeon-Chool, Vol. 5, No. 5, pp. 79-92, Oct. 2004
Keywords: Face Detection, Facial Feature Extraction, Facial Caricaturing

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