JICS

1. 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

2. Instagram image classification with Deep Learning

Nokwon Jeong, Soosun Cho, Vol. 18, No. 5, pp. 61-67, Oct. 2017

10.7472/jksii.2017.18.5.61
Keywords: Image Classification, Convolutional Neural Network, Instagram Images

3. 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

4. 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

5. 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

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. 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

8. An Analysis of the Economic Effects for the IoT Industry

Woo-Soo Jeong, Sa-Hyuk Kim, Kyoung-Sik Min, Vol. 14, No. 5, pp. 119-0, Oct. 2013

10.7472/jksii.2013.14.5.119
Keywords: M2M, IoT, RAS, Classification, economic effects

9. Combined Feature Set and Hybrid Feature Selection Method for Effective Document Classification

Joo-Ho In, Jung-Ho Kim, Soo-Hoan Chae, Vol. 14, No. 5, pp. 49-58, Oct. 2013

10.7472/jksii.2013.14.5.49
Keywords: Document Classification, Feature selection, mixed feature set, LSA, hybrid feature selection

10. Semantic-based Genetic Algorithm for Feature Selection

Jung-Ho Kim, Joo-Ho In, Soo-Hoan Chae, Vol. 13, No. 4, pp. 1-10, Aug. 2012

10.7472/jksii.2012.13.4.1
Keywords: Classification, Feature selection, Latent Semantic Analysis, genetic algorithm, Support Vector Machine