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Search: "[ keyword: Machine Learning ]" (42)

31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. An Improvement of Accuracy for NaiveBayes by Using Large Word Sets

Lee Jae-Moon, Vol. 7, No. 3, pp. 169-0, Jun. 2006
Keywords: Accuracy, Machine Learning, NaiveBayes, Document Classification, Large Item Sets
40. An Automated Topic Specific Web Crawler Calculating Degree of Relevance

Seo Hae-Sung, Choi Young-Soo, Choi Kyung-Hee, Jung Gi-Hyun, Noh Sang-Uk, Vol. 7, No. 3, pp. 155-168, Jun. 2006
Keywords: topic specific Web crawler (focused crawler), degree of relevance, Web page classification, Machine Learning, compiled rules

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