JICS

1. Reinforced Generator GAN Model for Tabular Data Learning

Chan-sik Sung, Joon-sik Lim, Vol. 25, No. 5, pp. 121-130, Oct. 2024

10.7472/jksii.2024.25.5.121
Keywords: Reinforced Generator, Gower coefficients, mutual information, Clustering sampling, Tabular Data Learning

2. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation

Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023

10.7472/jksii.2023.24.2.67
Keywords: Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence

3. A Study on the Energy Usage Prediction and Energy Demand Shift Model to Increase Energy Efficiency

JaeHwan Kim, SeMo Yang, KangYoon Lee, Vol. 24, No. 2, pp. 57-66, Apr. 2023

10.7472/jksii.2023.24.2.57
Keywords: Energy, Energy usage fee, LSTM, clustering, Time Series K-means, shift of demand

4. Improved Parameter Inference for Low-Cost 3D LiDAR-Based Object Detection on Clustering Algorithms

Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 6, pp. 71-78, Dec. 2022

10.7472/jksii.2022.23.6.71
Keywords: 3D LiDAR, clustering, Object Detection, Fusion camera, Hyper-parameter

5. Opera Clustering: K-means on librettos datasets

Harim Jeong, Joo Hun Yoo, Vol. 23, No. 2, pp. 45-52, Apr. 2022

10.7472/jksii.2022.23.2.45
Keywords: Music Analysis, music information retrieval, Natural Language Processing, Embedding, Classification, K-Means Clustering

6. A Case Study: Unsupervised Approach for Tourist Profile Analysis by K-means Clustering in Turkey

Mustafa Eren Yildirim, Murat Kaya, Ibrahim FurkanInce, Vol. 23, No. 1, pp. 11-17, Feb. 2022

10.7472/jksii.2022.23.1.11
Keywords: Tourist Profile Analysis, Unsupervised Approach, K-Means Clustering, Data Mining.

7. COVID-19 Risk Analytics and Safe Activity Assistant Systemwith Machine Learning Algorithms

DoYeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 1, pp. 65-77, Feb. 2021

10.7472/jksii.2021.22.1.65
Keywords: COVID-19, Machine Learning, clustering, Risk Analytics, Safe Activity Assistance

8. The Study on Direction of the Software Education - focused on the freshman students of the College of Social Sciences -

Oakyoung Han, Jaehyoun Kim, Vol. 21, No. 4, pp. 69-76, Aug. 2020

10.7472/jksii.2020.21.4.69
Keywords: Computational Thinking, ISTE, Google, Software Education, Heat map, Cluster map

9. Temporal Analysis of Opinion Manipulation Tactics in Online Communities

Sihyung Lee, Vol. 21, No. 3, pp. 29-39, Jun. 2020

10.7472/jksii.2020.21.3.29
Keywords: Opinion Manipulation, online communities, Temporal Analysis, clustering

10. The attacker group feature extraction framework : Authorship Clustering based on Genetic Algorithm for Malware Authorship Group Identification

Gun-Yoon Shin, Dong-Wook Kim, Myung-Mook Han, Vol. 21, No. 2, pp. 1-8, Apr. 2020

10.7472/jksii.2020.21.2.1
Keywords: Authorship Attribution, Attacker Group, genetic algorithm, Malware, Authorship Clustering

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