JICS

1. Optimal Similarity Calculation using Genetic Algorithms in Collaborative Filtering

Soojung Lee, Vol. 25, No. 5, pp. 87-94, Oct. 2024

10.7472/jksii.2024.25.5.87
Keywords: Recommender System, Collaborative Filtering, Similarity Measure, genetic algorithm

2. Federated learning-based client training acceleration method for personalized digital twins

YoungHwan Jeong, Won-gi Choi, Hyoseon Kye, JeeHyeong Kim, Min-hwan Song, Sang-shin Lee, Vol. 25, No. 4, pp. 23-37, Aug. 2024

10.7472/jksii.2024.25.4.23
Keywords: Digital Twin, Federated learning, Vector database, training optimization, Privacy, similarity search

3. Efficient Time-Series Similarity Measurement and Ranking Based on Anomaly Detection

Ji-Hyun Choi, Hyun Ahn, Vol. 25, No. 2, pp. 39-47, Apr. 2024

10.7472/jksii.2024.25.2.39
Keywords: Time-series Similarity, Anomaly Detection, Subsequences, Spearman’s Rank Correlation Coefficient

4. Cyber attack group classification based on MITRE ATT&CK model

Chang-hee Choi, Chan-ho Shin, Sung-uk Shin, Vol. 23, No. 6, pp. 1-13, Dec. 2022

10.7472/jksii.2022.23.6.1
Keywords: Cyber Attack, attack group similarity, attack group classification, APT, MITRE ATT&CK

5. Information-Sharing Patterns of A Directed Social Network: The Case of Imhonet

Danielle Lee, Nak-Jun Sung, Jung-Gyu Lee, Jin Wook Choi, Seung-Ryul Jeong, Chul-Hyun Kim, Ahyoung Lee, Min Hong, Vol. 18, No. 4, pp. 7-18, Aug. 2017

10.7472/jksii.2017.18.4.07
Keywords: Online Social Network, Information Similarity, Social Structure, Homophily, Badminton Training, Motion Analysis System, IoT sensor, Agility Test, U-Art Communication, Project Management, Performance Measurement, Bipolar Diagram, Dashboard

6. Collaborative Filtering using Co-Occurrence and Similarity information

Kwang Tek Na, Ju Hong Lee, Vol. 18, No. 3, pp. 19-28, Jun. 2017

10.7472/jksii.2017.18.3.19
Keywords: Collaborative Filtering, Recommender System, co occurrence, similarity, SVD, latent factor model

7. Representative Labels Selection Technique for Document Cluster using WordNet

Tae-Hoon Kim, Mye Sohn, Vol. 18, No. 2, pp. 61-74, Apr. 2017

10.7472/jksii.2017.18.2.61
Keywords: Documents Cluster Labeling, Information content, WordNet, Similarity Calculation

8. DDoS Attack Analysis Using the Improved ATMSim

Hae-Duck J. Jeong, Myeong-Un Ryu, Min-Jun Ji, You-Been Cho, Sang-Kug Ye, Jong-Suk R. Lee, Vol. 17, No. 2, pp. 19-28, Apr. 2016

10.7472/jksii.2016.17.2.19
Keywords: Anomaly traffic, self-similarity, Hurst parameter, ATMSim, DDoS attack

9. 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

10. Malicious Trojan Horse Application Discrimination Mechanism using Realtime Event Similarity on Android Mobile Devices

You Joung Ham, Hyung-Woo Lee, Vol. 15, No. 3, pp. 31-44, Jun. 2014

10.7472/jksii.2014.15.3.31
Keywords: Android, Real-time System Call, Event Similarity, Malicious Trojan Horse Application, Discrimination Mechanism

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