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. 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

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. False Alarm Minimization Technology using SVM in Intrusion Prevention System

Kim Gill-Han, Lee Hyung-Woo, Vol. 7, No. 3, pp. 119-132, Jun. 2006
Keywords: Misuse detection, Intrusion Prevention, False Alarm, multi class Support Vector machines(SVM), Machine Learning

6. Fuzzy One Class Support Vector Machine

Ki-Joo Kim, Young-Sik Choi, Vol. 6, No. 3, pp. 159-0, Jun. 2005
Keywords: One Class Support Vector Machine, SVM, Fuzzy One Class Support Vector Machine, Fuzzy One Class Support Vector Data Description

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