JICS

1. 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

2. 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

3. 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.

4. Development of IoT Service Classification Method based on Service Operation Characteristic

Jeong hoon Jo, HwaMin Lee, Dae won Lee, Vol. 19, No. 2, pp. 17-26, Apr. 2018

10.7472/jksii.2018.19.2.17
Keywords: Internet of thing(IoT), IoT service classification, clustering, K-means algorithm

5. A Study on the Clustering method for Analysis of Zeus Botnet Attack Types in the Cloud Environment

Won-il Bae, Suk-June Choi, Seong-Jin Kim, Hyeong-Cheon Kim, Jin Kwak, Vol. 18, No. 1, pp. 11-20, Feb. 2017

10.7472/jksii.2017.18.1.11
Keywords: Cloud computing, K-Means Clustering, Zeus botnet, Openstack

6. A Dynamic Task Distribution approach using Clustering of Data Centers and Virtual Machine Migration in Mobile Cloud Computing

John Cristopher A. Mateo, Jaewan Lee, Vol. 17, No. 6, pp. 103-112, Dec. 2016

10.7472/jksii.2016.17.6.103
Keywords: Cloud computing, Cloudlet, Mobile Cloud Computing, K-Means Clustering

7. Comparison of Initial Seeds Methods for K-Means Clustering

Shinwon Lee, Vol. 13, No. 6, pp. 1-8, Dec. 2012

10.7472/jksii.2012.13.6.1
Keywords: K-Means, clustering, Initial Seeds

8. Refining Initial Seeds using Max Average Distance for K-Means Clustering

Shin-Won Lee, Won-Hee Lee, Vol. 12, No. 2, pp. 103-112, Apr. 2011
Keywords: clustering, K-Means, initial seed