JICS

1. Anomaly detection and attack type classification mechanism using Extra Tree and ANN

Min-Gyu Kim, Myung-Mook Han, Vol. 23, No. 5, pp. 79-85, Oct. 2022

10.7472/jksii.2022.23.5.79
Keywords: Extreme Random Forest, Artificial neural network, Anomaly Detection, Anomaly Detection and Attack type Classification, Network intrusion detection

2. Exploring the Predictive Variables of Government Statistical Indicators on Retail sales Using Machine Learning: Focusing on Pharmacy

Gwang-Su Lee, Vol. 23, No. 3, pp. 125-135, Jun. 2022

10.7472/jksii.2022.23.3.125
Keywords: Machine Learning, Random Forest, XGBoost, LightGBM, CatBoost, Government Statistical Indicators

3. Development of The Safe Driving Reward System for Truck Digital Tachograph using Hyperledger Fabric

Yong-bae Kim, Juyong Back, Jongweon Kim, Vol. 23, No. 3, pp. 47-56, Jun. 2022

10.7472/jksii.2022.23.3.47
Keywords: Blockchain, DTG(Digital Tacho-Graph), Hyperledger Fabric, lightweight blockchain, Random Seed, SDRS(Safe Driving Reward System), SDCN(Safe Driving Channel Network), SDRCN(Safe Driving Reward Channel Network)

4. A comparative study of Korean and Chinese BTS female fandom: The effect of Fandom activity on life satisfaction

XueJin Jiang, SaRuLa, HaSung Hwang, Vol. 21, No. 4, pp. 59-68, Aug. 2020

10.7472/jksii.2020.21.4.59
Keywords: BTS Fandom Activity, Star Attributes, Illusory Romance, Daily Happiness

5. Step-size Normalization of Information Theoretic Learning Methods based on Random Symbols

Namyong Kim, Vol. 21, No. 2, pp. 49-55, Apr. 2020

10.7472/jksii.2020.21.2.49
Keywords: Distribution distance, random symbol, step-size, information potential, Impulsive noise.

6. Unstructured Data Analysis using Equipment Check Ledger: A Case Study in Telecom Domain

Yeonjin Ju, Yoosin Kim, Seung Ryul Jeong, Vol. 21, No. 1, pp. 127-135, Feb. 2020

10.7472/jksii.2020.21.1.127
Keywords: Equipment Ledger, Unstructured Data, Telecom Domain, Anomaly Detection

7. Fandom-Persona Design based on Social Network Analysis

Sanghun Sul, Kihun Seong, Vol. 20, No. 5, pp. 87-94, Oct. 2019

10.7472/jksii.2019.20.5.87
Keywords: Fandom, Persona, Brand strategy, Service design, Social Network Analysis

8. A research on the emotion classification and precision improvement of EEG(Electroencephalogram) data using machine learning algorithm

Hyunju Lee, Dongil Shin, Dongkyoo Shin, Vol. 20, No. 5, pp. 27-36, Oct. 2019

10.7472/jksii.2019.20.5.27
Keywords: DEAP dataset, ICA, Arousal-Valence plane, Random Forest, Attribute Selected Classifier

9. The prediction of appearance of jellyfish through Deep Neural Network

CHEOLHUN HWANG, Myung-Mook Han, Vol. 20, No. 5, pp. 1-8, Oct. 2019

10.7472/jksii.2019.20.5.1
Keywords: deep neural network, Bootstrapping, Data Expansion, Transfer Learning, Random Forest, Sequence Forward Selection

10. Grid-based Trajectory Cloaking Method for protecting Trajectory privacy in Location-based Services

Ji-hye Youn, Doo-hee Song, Tian-yuan Cai, Kwang-jin Park, Vol. 18, No. 5, pp. 31-38, Oct. 2017

10.7472/jksii.2017.18.5.31
Keywords: Location-Based Services, Trajectory information protection, cloaking, Random query