JICS

1. Demand Forecasting Model for Bike Relocation of Sharing Stations

Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023

10.7472/jksii.2023.24.5.107
Keywords: Bike Sharing, relocation, demand forecasting, Machine Learning

2. A Methodology of AI Learning Model Construction for Intelligent Coastal Surveillance

Changhee Han, Jong-Hwan Kim, Jinho Cha, Jongkwan Lee, Yunyoung Jung, Jinseon Park, Youngtaek Kim, Youngchan Kim, Jeeseung Ha, Kanguk Lee, Yoonsung Kim, Sungwan Bang, Vol. 23, No. 1, pp. 77-86, Feb. 2022

10.7472/jksii.2022.23.1.77
Keywords: Command Control, Surveillance, Artificial intelligence, C4I, Machine Learning & Training, Radar

3. A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff

Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Vol. 21, No. 1, pp. 237-246, Feb. 2020

10.7472/jksii.2020.21.1.237
Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training

4. KISTI-ML Platform: A Community-based Rapid AI Model Development Tool for Scientific Data

Jeongcheol Lee, Sunil Ahn, Vol. 20, No. 6, pp. 73-84, Dec. 2019

10.7472/jksii.2019.20.6.73
Keywords: Machine Learning, Big data, MLaaS, Platform, Scientific Data

5. 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

6. 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

7. Study on High-speed Cyber Penetration Attack Analysis Technology based on Static Feature Base Applicable to Endpoints

Jun-ho Hwang, Seon-bin Hwang, Su-jeong Kim, Tae-jin Lee, Vol. 19, No. 5, pp. 21-31, Oct. 2018

10.7472/jksii.2018.19.5.21
Keywords: Malware, Static Analysis, deep neural network

8. 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

9. 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

10. 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

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