Digital Library
Search: "[ author: Kangseok Kim ]" (5)
Intrusion Detection Method Using Unsupervised Learning-Based Embedding and Autoencoder
Junwoo Lee, Kangseok Kim KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 8, pp. 355-364,
Aug.
2023
https://doi.org/10.3745/KTSDE.2023.12.8.355
Keywords: Anomaly Detection, Unsupervised learning, Embedding Techniques, Autoencoder, Time-Series Data
https://doi.org/10.3745/KTSDE.2023.12.8.355
Keywords: Anomaly Detection, Unsupervised learning, Embedding Techniques, Autoencoder, Time-Series Data
Comparative Study of Anomaly Detection Accuracy of Intrusion Detection Systems Based on Various Data Preprocessing Techniques
Kyungseon Park, Kangseok Kim KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 11, pp. 449-456,
Nov.
2021
https://doi.org/10.3745/KTSDE.2021.10.11.449
Keywords: Intrusion Detection, sliding window, Skip-gram, AAE, GRU
https://doi.org/10.3745/KTSDE.2021.10.11.449
Keywords: Intrusion Detection, sliding window, Skip-gram, AAE, GRU
An Efficient Deep Learning Based Image Recognition Service System Using AWS Lambda Serverless Computing Technology
Hyunchul Lee, Sungmin Lee, Kangseok Kim KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 6, pp. 177-186,
Jun.
2020
https://doi.org/10.3745/KTSDE.2020.9.6.177
Keywords: Deep Learning, Serverless Computing, AWS Lambda Server, Cold Start Time, capacity limitation
https://doi.org/10.3745/KTSDE.2020.9.6.177
Keywords: Deep Learning, Serverless Computing, AWS Lambda Server, Cold Start Time, capacity limitation
An Improved RANSAC Algorithm Based on Correspondence Point Information for Calculating Correct Conversion of Image Stitching
Hyunchul Lee, Kangseok Kim KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 1, pp. 9-18,
Jan.
2018
10.3745/KTSDE.2018.7.1.9
Keywords: Random Sampling, Image Stitching, Performance
10.3745/KTSDE.2018.7.1.9
Keywords: Random Sampling, Image Stitching, Performance
EPUB eBook Converting Schemes for Improving User Interactions
Namhui Lee, Jai-Hoon Kim, Kangseok Kim KIPS Transactions on Software and Data Engineering,
Vol. 6, No. 3, pp. 117-124,
Mar.
2017
10.3745/KTSDE.2017.6.3.117
Keywords: ebook, ICC Profile, Interactive Effect
10.3745/KTSDE.2017.6.3.117
Keywords: ebook, ICC Profile, Interactive Effect
Indexing
All publications of KTSDE is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.
KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
