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21. Development of Journal Recommendation Method Considering Importance of Decision Factors Based on Researchers' Paper Publication History

Yeonbin Son, Tai-Woo Chang, Yerim Choi, Vol. 20, No. 4, pp. 73-79, Aug. 2019
10.7472/jksii.2019.20.4.73
Keywords: journal recommendation, importance by decision factors, paper publication history, Machine Learning, Data Analysis
22. Variable Selection of Feature Pattern using SVM-based Criterion with Q-Learning in Reinforcement Learning

Chayoung Kim, Vol. 20, No. 4, pp. 21-27, Aug. 2019
10.7472/jksii.2019.20.4.21
Keywords: Support-Vector Machine, RNA sequencing Big-Data, Support Vector Machine-Recursive Feature Elimination, Q-learning, Reinforcement Learning
23. Semantic Indoor Image Segmentation using Spatial Class Simplification

Jung-hwan Kim, Hyung-il Choi, Vol. 20, No. 3, pp. 33-41, Jun. 2019
10.7472/jksii.2019.20.3.33
Keywords: Semantic image segmentation, Indoor space structure, Machine Learning
24. Development of Supervised Machine Learning based Catalog Entry Classification and Recommendation System

Hyung-Woo Lee, Vol. 20, No. 1, pp. 57-65, Feb. 2019
10.7472/jksii.2019.20.1.57
Keywords: Catalog Entry Auto-Recommendation, Online B2B Shopping Mall, Supervised Machine Learning, Morphological Analysis, Naive Bayes Classification Algorithm.
25. Personal Credit Evaluation System through Telephone Voice Analysis: By Support Vector Machine

Hyungwoo Park, Vol. 19, No. 6, pp. 63-72, Dec. 2018
10.7472/jksii.2018.19.6.63
Keywords: Voice analysis, Voice credit rating, Voice characteristics, Machine Learning, Support Vector Machine
26. The Identification Framework for source code author using Authorship Analysis and CNN

Gun-Yoon Shin, Dong-Wook Kim, Sung-sam Hong, Myung-Mook Han, Vol. 19, No. 5, pp. 33-41, Oct. 2018
10.7472/jksii.2018.19.5.33
Keywords: Author Identification, Authorship Analysis, Convolutional Neural Network, Machine Learning, Code Analysis
27. A Social Travel Recommendation System using Item-based collaborative filtering

Dae-ho Kim, Je-in Song, So-yeop Yoo, Ok-ran Jeong, Vol. 19, No. 3, pp. 7-14, Jun. 2018
10.7472/jksii.2018.19.3.7
Keywords: Personalized Recommendation, Item-based Collaborative Filtering, Apache Mahout, Social Travel Trends, Intimacy
28. Design and Evaluation of a Fuzzy Logic based Multi-hop Broadcast Algorithm for IoT Applications

Ihn-han Bae, Chil-hwa Kim, Heung-tae Noh, Vol. 17, No. 6, pp. 17-24, Dec. 2016
10.7472/jksii.2016.17.6.17
Keywords: Data dissemination, Machine-to-Machine, fuzzy logic, Gossiping, Internet of Things, Multi-hop broadcasts
29. A Proposal of Methods for Extracting Temporal Information of History-related Web Document based on Historical Objects Using Machine Learning Techniques

Jun Lee, YongJin KWON, Vol. 16, No. 4, pp. 39-50, Aug. 2015
10.7472/jksii.2015.16.4.39
Keywords: Temporal information, Termporal Extraction, Machine Learning, Similarity filtering, Historical information, Historical Object
30. Context Aware Feature Selection Model for Salient Feature Detection from Mobile Video Devices

Jaeho Lee, Hyunkyung Shin, Vol. 15, No. 6, pp. 117-124, Dec. 2014
10.7472/jksii.2014.15.6.117
Keywords: feature vector selection, nearest neighbor search, Principal Component Analysis, salient feature detection, Machine Learning

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