Digital Library

1. 1. Small Language Model and RAG-Based Military Maintenance Manual Curation System
   Ye-rin Nam, Han-seon Choi, Jong-Geun Choi, Hyuk-Jin Kwon, Young-hoon Lee, Vol. 26, No. 1, pp. 181-192, Feb. 2025
   10.7472/jksii.2025.26.1.181
   Keywords: SLM(small Language Model), On-Device, RAG, Continual Pre-training, LoRa, PLM, Domain Specific
2. 2. 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
3. 3. 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
4. 4. 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)
5. 5. 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
6. 6. 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.
7. 7. 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
8. 8. 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
9. 9. 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
10. 10. 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