JICS

31. 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

32. 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

33. 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.

34. 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

35. 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

36. A Classification Model for Attack Mail Detection based on the Authorship Analysis

Sung-Sam Hong, Gun-Yoon Shin, Myung-Mook Han, Vol. 18, No. 6, pp. 35-46, Dec. 2017

10.7472/jksii.2017.18.6.35
Keywords: Text Mining, Machine Learning, Classification, Authorship Analysis, Attacker Identification

37. 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

38. 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

39. 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

40. 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

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