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31. The Implementation of Remote Machine Health Monitoring System using Internet

Woong-Sik Kim, Jong-Ki Kim, Vol. 14, No. 6, pp. 19-24, Dec. 2013
10.7472/jksii.2013.14.6.19
Keywords: Remote Monitoring, Internet Monitoring, Machine's condition, Machine health
32. 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
33. Knowledge based Genetic Algorithm for the Prediction of Peptides binding to HLA alleles common in Koreans

Yeon-Jin Cho, Heung-Bum Oh, Hyeon-Cheol Kim, Vol. 13, No. 4, pp. 45-52, Aug. 2012
10.7472/jksii.2012.13.4.45
Keywords: Machine Learning, genetic algorithm, Knowledge based genetic algorithm, Rule generation, Prediction Model, HLA binding peptide prediction, Korean common HLA allele
34. A Collaborative Framework for Discovering the Organizational Structure of Social Networks Using NER Based on NLP

Frank I. Elijorde, Hyun-Ho Yang, Jae-Wan Lee, Vol. 13, No. 2, pp. 99-108, Apr. 2012
10.7472/jksii.2012.13.2.99
Keywords: Semantic web, Social Network Analysis, Natural Language Processing, Machine Learning
35. Designing mobile personal assistant agent based on users' experience and their position information

Shin-Bong Kang, Sang-Uk Noh, Vol. 12, No. 1, pp. 99-110, Feb. 2011
Keywords: personal assistant agent, machine learning algorithms, mobile social network service
36. Efficient Resource Recommendation System for Cloud Market Computing

Seung-Min Han, Eui-Nam Huh, Chang-Woo Youn, Vol. 11, No. 3, pp. 121-130, Jun. 2010
Keywords: Cloud, Recommender System, Market, Resource Selection, Virtual Machine
37. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content

Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
10.7472/jksii.2023.24.6.49
Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model
38. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone

Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023
10.7472/jksii.2023.24.6.119
Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense
39. Cyberattack Goal Classification Based on MITRE ATT&CK: CIA Labeling

Chan Ho Shin, Chang-hee Choi, Vol. 23, No. 6, pp. 15-26, Dec. 2022
10.7472/jksii.2022.23.6.15
Keywords: Labeling, Machine Learning, Deep Learning, MITRE ATT&CK, TTP, CIA triad
40. A study on machine learning-based defense system proposal through web shell collection and analysis

Ki-hwan Kim, Yong-tae Shin, Vol. 23, No. 4, pp. 87-94, Aug. 2022
10.7472/jksii.2022.23.4.87
Keywords: Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System

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