JICS

1. Generating Data and Applying Machine Learning Methods for Music Genre Classification

Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024

10.7472/jksii.2024.25.4.57
Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine

2. A hybrid intrusion detection system based on CBA and OCSVM for unknown threat detection

Gun-Yoon Shin, Dong-Wook Kim, Jiyoung Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 27-35, Jun. 2021

10.7472/jksii.2021.22.3.27
Keywords: Unknown Threat, Hybrid Intrusion Detection, Classification based on Association Rule, One-class SVM

3. 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

4. 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

5. Video Summarization Using Importance-based Fuzzy One-Class Support Vector Machine

Ki-Joo Kim, Young-Sik Choi, Vol. 12, No. 5, pp. 87-100, Oct. 2011
Keywords: Importance-based Fuzzy One-class SVM, IFOC SVM, One-class SVM, SVM, video summarization

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