Digital Library
Search: "[ author: Doosung Hwang ]" (5)
IoT Malware Detection and Family Classification Using Entropy Time Series Data Extraction and Recurrent Neural Networks
Youngho Kim, Hyunjong Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 5, pp. 197-202,
May.
2022
https://doi.org/10.3745/KTSDE.2022.11.5.197
Keywords: Internet of Things, Machine Learning, Malware detection, Malware Family Classification
https://doi.org/10.3745/KTSDE.2022.11.5.197
Keywords: Internet of Things, Machine Learning, Malware detection, Malware Family Classification
Tor Network Website Fingerprinting Using Statistical-Based Feature and Ensemble Learning of Traffic Data
Junho Kim, Wongyum Kim, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 6, pp. 187-194,
Jun.
2020
https://doi.org/10.3745/KTSDE.2020.9.6.187
Keywords: Anonymous Network, Traffic Collection, Website Fingerprinting, Ensemble Algorithm, Machine Learning
https://doi.org/10.3745/KTSDE.2020.9.6.187
Keywords: Anonymous Network, Traffic Collection, Website Fingerprinting, Ensemble Algorithm, Machine Learning
Hyper-Rectangle Based Prototype Selection Algorithm Preserving Class Regions
Byunghyun Baek, Seongyul Euh, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 3, pp. 83-90,
Mar.
2020
https://doi.org/10.3745/KTSDE.2020.9.3.83
Keywords: Prototype Selection, Prototype, Hyper-Rectangle, Set Cover Optimization Algorithm
https://doi.org/10.3745/KTSDE.2020.9.3.83
Keywords: Prototype Selection, Prototype, Hyper-Rectangle, Set Cover Optimization Algorithm
Performance Comparison of Machine Learning Algorithms for TAB Digit Recognition
Jaehyeok Heo, Hyunjung Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 1, pp. 19-26,
Jan.
2019
https://doi.org/10.3745/KTSDE.2019.8.1.19
Keywords: Digit Recognition, Machine Learning, Prototype Selection, image processing, Cross-Validation
https://doi.org/10.3745/KTSDE.2019.8.1.19
Keywords: Digit Recognition, Machine Learning, Prototype Selection, image processing, Cross-Validation
Prototype-Based Classification Using Class Hyperspheres
Hyun-Jong Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 5, No. 10, pp. 483-488,
Oct.
2016
10.3745/KTSDE.2016.5.10.483
Keywords: Prototype Selection, Nearest-Neighbor Rule, Set Covering Optimization, Greedy Algorithm
10.3745/KTSDE.2016.5.10.483
Keywords: Prototype Selection, Nearest-Neighbor Rule, Set Covering Optimization, Greedy Algorithm
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).
