Digital Library

1. 1. 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
2. 2. Visualization of Malwares for Classification Through Deep Learning
   Hyeonggyeom Kim, Seokmin Han, Suchul Lee, Jun-Rak Lee, Vol. 19, No. 5, pp. 67-75, Oct. 2018
   10.7472/jksii.2018.19.5.67
   Keywords: Malware visualization, mawlare detection and classification, Deep Learning, CNN
3. 3. An Improved Image Classification Using Batch Normalization and CNN
   Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018
   10.7472/jksii.2018.19.3.35
   Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning
4. 4. Development of IoT Service Classification Method based on Service Operation Characteristic
   Jeong hoon Jo, HwaMin Lee, Dae won Lee, Vol. 19, No. 2, pp. 17-26, Apr. 2018
   10.7472/jksii.2018.19.2.17
   Keywords: Internet of thing(IoT), IoT service classification, clustering, K-means algorithm
5. 5. Status and Future of Security Techniques in the Internet Banking Service
   Lee, Kyungroul;Yim, Kangbin;Seo, Jungtaek;, Vol. 18, No. 2, pp. 31-42, Apr. 2017
   10.7472/jksii.2017.18.2.31
   Keywords: Internet Banking Service, Security Techniques, Technical classification, Financial institution area, Network communication area
6. 6. A Task Offloading Approach using Classification and Particle Swarm Optimization
   John Cristopher A. Mateo, Jaewan Lee, Vol. 18, No. 1, pp. 1-10, Feb. 2017
   10.7472/jksii.2017.18.1.01
   Keywords: Cloudlet, Classification, Particle Swarm Optimization, Mobile Cloud Computing
7. 7. A Detection Model using Labeling based on Inference and Unsupervised Learning Method
   Sung-Sam Hong, Dong-Wook Kim, Byungik Kim, Myung-Mook Han, Vol. 18, No. 1, pp. 65-76, Feb. 2017
   10.7472/jksii.2017.18.1.65
   Keywords: Labeling, Detection Model based on classification, Data Mining, Inference, Supervised/Unsupervised Learning, Security
8. 8. IPC Multi-label Classification based on Functional Characteristics of Fields in Patent Documents
   Sora Lim, YongJin Kwon, Vol. 18, No. 1, pp. 77-88, Feb. 2017
   10.7472/jksii.2017.18.1.77
   Keywords: Patent classification, IPC Classification, Patent Document Fields, Field function, Multi-label classification
9. 9. Exploring Persuasion Effects of Online Science Technology News
   Jae-Shin Lee, Vol. 17, No. 4, pp. 135-144, Aug. 2016
   10.7472/jksii.2016.17.4.135
   Keywords: source credibility, social categorization, social identity theory, perceived usefulness, in-group, out-group
10. 10. Bio-mimetic Recognition of Action Sequence using Unsupervised Learning
    Jin Ok Kim, Vol. 15, No. 4, pp. 9-20, Aug. 2014
    10.7472/jksii.2014.15.4.09
    Keywords: Action sequence detection, Categorical action classification, Bio-inspired Action perception, Unsupervised learning