Doosung Hwang

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 10

Top Topics

Nearest Neighbor

Malware Detection

Class Conditional

Comparative Analysis

Top Venues

Int. J. Data Min. Model. Manag.

Publications

Hyunjong Lee, Sooin Kim, Dong-Heon Baek, Donghoon Kim, Doosung Hwang
Robust IoT Malware Detection and Classification Using Opcode Category Features on Machine Learning. IEEE Access 11 (2023)
Jaeyoung Yang, Sooin Kim, Sangwoo Lee, Won-gyum Kim, Donghoon Kim, Doosung Hwang
Robust Authentication Analysis of Copyright Images through Deep Hashing Models with Self-supervision. J. Univers. Comput. Sci. 29 (8) (2023)
Daeil Jung, Simon Shim, Charles Choo, Doosung Hwang, Yunmook Nah, Sejong Oh
A Preliminary Result of Food Object Detection using Swin Transformer. ICCTA (2022)
Sunghyun Moon, Youngho Kim, Hyunjong Lee, Donghoon Kim, Doosung Hwang
Evolved IoT Malware Detection using Opcode Category Sequence through Machine Learning. ICCCN (2022)
Hyunseok Shin, Simon Shim, Charles Choo, Doosung Hwang, Yunmook Nah, Sejong Oh
Prediction of Metabolic Syndrome based on Non-invasive Measurement Features for Chronic Disease Management. ICCTA (2022)
Byunghyun Baek, Seoungyul Euh, Dong-Heon Baek, Donghoon Kim, Doosung Hwang
Histogram Entropy Representation and Prototype Based Machine Learning Approach for Malware Family Classification. IEEE Access 9 (2021)
Hyunseok Shin, Simon Shim, Charles Choo, Doosung Hwang, Yunmook Nah, Sejong Oh
Robust Metabolic Syndrome Risk Index Based on Triangular Areal Similarity. BIBM (2021)
Seoungyul Euh, Hyunjong Lee, Donghoon Kim, Doosung Hwang
Comparative Analysis of Low-Dimensional Features and Tree-Based Ensembles for Malware Detection Systems. IEEE Access 8 (2020)
Doosung Hwang, Youngju Son
Prototype-based classification and error analysis under bootstrapping strategy. Int. J. Data Min. Model. Manag. 10 (4) (2018)
Doosung Hwang, Daewon Kim
Nearest Neighbor Based Prototype Classification Preserving Class Regions. J. Inf. Process. Syst. 13 (5) (2017)
Daewon Kim, Doosung Hwang
Non-Marker based Mobile Augmented Reality and its Applications using Object Recognition. J. Univers. Comput. Sci. 18 (20) (2012)
Doosung Hwang, Ung-Mo Kim, Jaehun Choi, Jeho Park, Jang-Hee Yoo
Predictive Model for Protein Function Using Modular Neural Approach. ICAPR (1) (2005)
Jang-Hee Yoo, Doosung Hwang, Mark S. Nixon
Gender Classification in Human Gait Using Support Vector Machine. ACIVS (2005)
Doosung Hwang, Farshad Fotouhi, Russell L. Finley Jr., William I. Grosky
Predictive Model for Yeast Protein Functions Using Modular Neural Approach. BIBE (2003)
Doosung Hwang, Farshad Fotouhi, Youngju Son
A Case Study: Development of an Organism-Specific Protein Interaction Database and Its Associated Tools. Int. J. Cooperative Inf. Syst. 12 (2) (2003)
Jiqing Han, Munsung Han, Gyu-Bong Park, Jeongue Park, Wen Gao, Doosung Hwang
Discriminative learning of additive noise and channel distortions for robust speech recognition. ICASSP (1998)