JICS

1. Performance evaluation of API Gateway in GraalVM and Virtual Thread environment

Dong-il Cho, Vol. 25, No. 4, pp. 39-46, Aug. 2024

10.7472/jksii.2024.25.4.39
Keywords: API Gateway, GraalVM, Virtual Thread, reactive, Microservice Architecture, Cloud computing

2. Personal Driving Style based ADAS Customization using Machine Learning for Public Driving Safety

Giyoung Hwang, Dongjun Jung, Yunyeong Goh, Jong-Moon Chung, Vol. 24, No. 1, pp. 39-47, Feb. 2023

10.7472/jksii.2023.24.1.39
Keywords: autonomous vehicles, ADAS, Machine Learning, SVM, LSTM, GRU, Public Driving Safety

3. Application of Discrete Wavelet Transforms to Identify Unknown Attacks in Anomaly Detection Analysis

Dong-Wook Kim, Gun-Yoon Shin, Ji-Young Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 45-52, Jun. 2021

10.7472/jksii.2021.22.3.45
Keywords: Unknown Attack, Discrete wavelet transform, Anomaly Detection, One-class SVM

4. A hybrid intrusion detection system based on CBA and OCSVM for unknown threat detection

Gun-Yoon Shin, Dong-Wook Kim, Jiyoung Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 27-35, Jun. 2021

10.7472/jksii.2021.22.3.27
Keywords: Unknown Threat, Hybrid Intrusion Detection, Classification based on Association Rule, One-class SVM

5. A Comparative Study on the Optimal Model for abnormal Detection event of Heart Rate Time Series Data Based on the Correlation between PPG and ECG

Jin-soo Kim, Kang-yoon Lee, Vol. 20, No. 6, pp. 137-142, Dec. 2019

10.7472/jksii.2019.20.6.137
Keywords: Photoplethysmography(PPG), Electrocardiogram(ECG), Abnormal event detection, SVM, LSTM

6. Variable Selection of Feature Pattern using SVM-based Criterion with Q-Learning in Reinforcement Learning

Chayoung Kim, Vol. 20, No. 4, pp. 21-27, Aug. 2019

10.7472/jksii.2019.20.4.21
Keywords: Support-Vector Machine, RNA sequencing Big-Data, Support Vector Machine-Recursive Feature Elimination, Q-learning, Reinforcement Learning

7. Combining Support Vector Machine Recursive Feature Elimination and Intensity-dependent Normalization for Gene Selection in RNAseq

Chayoung Kim, Vol. 18, No. 5, pp. 47-53, Oct. 2017

10.7472/jksii.2017.18.5.47
Keywords: Support-Vector Machine, RNAseq, Big-Data, Intensity-dependent Normalization, SVM-RFE

8. Estimation of Willingness To Pay for Mobile Data Service

Chang-Youl Ko, Sang-Woo Lee, Joon-Ho Park, Nae-Yang Jeong, Vol. 13, No. 2, pp. 1-12, Apr. 2012

10.7472/jksii.2012.13.2.1
Keywords: Mobile Data Service, Willingness To Pay, CVM, DBDC Question, Communication Policies

9. Research on improving correctness of cardiac disorder data classifier by applying Best-First decision tree method

Hyun-Ju Lee, Dong-Kyoo Shin, Hee-Won Park, Soo-Han Kim, Dong-Il Shin, Vol. 12, No. 6, pp. 63-72, Dec. 2011
Keywords: ECG, classifier, R-R interval, SVM, MLP, Random Forest, B-F Tree, Accuracy

10. Video Summarization Using Importance-based Fuzzy One-Class Support Vector Machine

Ki-Joo Kim, Young-Sik Choi, Vol. 12, No. 5, pp. 87-100, Oct. 2011
Keywords: Importance-based Fuzzy One-class SVM, IFOC SVM, One-class SVM, SVM, video summarization

Digital Library

Templates

Category Search

Publications