Jiyoung Woo

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 39

Top Topics

Malware Detection

Network Analysis

Top Venues

IEEE Internet Things J.

Publications

Seo-Hee Kim, Dae-Yeon Kim, Sung Wan Chun, Jaeyun Kim, Jiyoung Woo
Impartial feature selection using multi-agent reinforcement learning for adverse glycemic event prediction. Comput. Biol. Medicine 173 (2024)
Geonwoo Ji, Jiyoung Woo, Geon Lee, Constantino Msigwa, Denis Bernard, Jaeseok Yun
AIoT-Based Smart Healthcare in Everyday Lives: Data Collection and Standardization From Smartphones and Smartwatches. IEEE Internet Things J. 11 (16) (2024)
You-Jung Han, Jihoon Moon, Jiyoung Woo
Prediction of Churning Game Users Based on Social Activity and Churn Graph Neural Networks. IEEE Access 12 (2024)
Emmanuel Edward Ngasa, Mi-Ae Jang, Servas Adolph Tarimo, Jiyoung Woo, Hee Bong Shin
Diffusion-based Wasserstein generative adversarial network for blood cell image augmentation. Eng. Appl. Artif. Intell. 133 (2024)
Servas Adolph Tarimo, Mi-Ae Jang, Emmanuel Edward Ngasa, Hee Bong Shin, Hyojin Shin, Jiyoung Woo
WBC YOLO-ViT: 2 Way - 2 stage white blood cell detection and classification with a combination of YOLOv5 and vision transformer. Comput. Biol. Medicine 169 (2024)
Nayoung Lee, Sang-Hyun Kim, Misoon Lee, Jiyoung Woo
Advancing Continuous Blood Pressure Estimation with Transformer on Photoplethysmography in Operation Room. IEEE Access 12 (2024)
Sang-Min Lee, Dae-Yeon Kim, Jiyoung Woo
Glucose Transformer: Forecasting Glucose Level and Events of Hyperglycemia and Hypoglycemia. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Jaeseok Yun, Daehee Kim, Dong Min Kim, Taewon Song, Jiyoung Woo
GAN-based sensor data augmentation: Application for counting moving people and detecting directions using PIR sensors. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Geonwoo Ji, Constantino Msigwa, Denis Bernard, Geon Lee, Jiyoung Woo, Jaeseok Yun
Health24: Health-related Data Collection from Wearable and Mobile Devices in Everyday Lives. BigComp (2023)
Subin Lee, Misoon Lee, Sang-Hyun Kim, Jiyoung Woo
Intraoperative Hypotension Prediction Model Based on Systematic Feature Engineering and Machine Learning. Sensors 22 (9) (2022)
Dae-Yeon Kim, Dong-Sik Choi, Ah Reum Kang, Jiyoung Woo, Yechan Han, Sung Wan Chun, Jaeyun Kim
Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms. Complex. 2022 (2022)
Jiyoung Woo, Ji-Hyun Lee, Yeonjin Kim, Guillaume Rudasingwa, Dae Hyun Lim, Sungroul Kim
Forecasting the Effects of Real-Time Indoor PM2.5 on Peak Expiratory Flow Rates (PEFR) of Asthmatic Children in Korea: A Deep Learning Approach. IEEE Access 10 (2022)
Young-Seob Jeong, Sang-Min Lee, Jong-Hyun Kim, Jiyoung Woo, Ah Reum Kang
Malware Detection Using Byte Streams of Different File Formats. IEEE Access 10 (2022)
Gati L. Martin, Medard Edmund Mswahili, Young-Seob Jeong, Jiyoung Woo
SwahBERT: Language Model of Swahili. NAACL-HLT (2022)
Jiyoung Woo, Sung Hee Park, Huy Kang Kim
Profane or Not: Improving Korean Profane Detection using Deep Learning. KSII Trans. Internet Inf. Syst. 16 (1) (2022)
Junho Jang, Jiyoung Woo, Huy Kang Kim
Action2Score: An Embedding Approach To Score Player Action. CoRR (2022)
Jaeseok Yun, Jiyoung Woo
IoT-Enabled Particulate Matter Monitoring and Forecasting Method Based on Cluster Analysis. IEEE Internet Things J. 8 (9) (2021)
Young-Seob Jeong, Juhyun Kim, Dahye Kim, Jiyoung Woo, Mun Gyu Kim, Hun Woo Choi, Ah Reum Kang, Sun Young Park
Prediction of Postoperative Complications for Patients of End Stage Renal Disease. Sensors 21 (2) (2021)
Hyun Min Song, Jiyoung Woo, Huy Kang Kim
In-vehicle network intrusion detection using deep convolutional neural network. Veh. Commun. 21 (2020)
Jihyun Lee, Jiyoung Woo, Ah Reum Kang, Young-Seob Jeong, Woohyun Jung, Misoon Lee, Sang Hyun Kim
Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension. Sensors 20 (16) (2020)
Young-Seob Jeong, Jiyoung Woo, SangMin Lee, Ah Reum Kang
Malware Detection of Hangul Word Processor Files Using Spatial Pyramid Average Pooling. Sensors 20 (18) (2020)
Jaebong Son, Jintae Lee, Onook Oh, Hyung Koo Lee, Jiyoung Woo
Using a Heuristic-Systematic Model to assess the Twitter user profile's impact on disaster tweet credibility. Int. J. Inf. Manag. 54 (2020)
Jaebong Son, Jintae Lee, Kai R. Larsen, Jiyoung Woo
Understanding the uncertainty of disaster tweets and its effect on retweeting: The perspectives of uncertainty reduction theory and information entropy. J. Assoc. Inf. Sci. Technol. 71 (10) (2020)
Dae-Yeon Kim, Dong-Sik Choi, Jaeyun Kim, Sung Wan Chun, Hyo-Wook Gil, Namjun Cho, Ah Reum Kang, Jiyoung Woo
Developing an Individual Glucose Prediction Model Using Recurrent Neural Network. Sensors 20 (22) (2020)
Jaeseok Yun, Jiyoung Woo
A Comparative Analysis of Deep Learning and Machine Learning on Detecting Movement Directions Using PIR Sensors. IEEE Internet Things J. 7 (4) (2020)
Young-Seob Jeong, Jiyoung Woo, Ah Reum Kang
Malware Detection on Byte Streams of PDF Files Using Convolutional Neural Networks. Secur. Commun. Networks 2019 (2019)
Min Jung Lee, Jiyoung Woo
A Study on the Characteristics of the Long-Term Web Forum Users Using Social Network Analysis. ICWE Workshops (2019)
Jiyoung Woo, Sung Wook Kang, Huy Kang Kim, Juyong Park
Contagion of Cheating Behaviors in Online Social Networks. IEEE Access 6 (2018)
Eunjo Lee, Jiyoung Woo, Hyoungshick Kim, Huy Kang Kim
No Silk Road for Online Gamers!: Using Social Network Analysis to Unveil Black Markets in Online Games. WWW (2018)
Eunjo Lee, Jiyoung Woo, Hyoungshick Kim, Huy Kang Kim
No Silk Road for Online Gamers!: Using Social Network Analysis to Unveil Black Markets in Online Games. CoRR (2018)
Hyukmin Kwon, Aziz Mohaisen, Jiyoung Woo, Yongdae Kim, Eunjo Lee, Huy Kang Kim
Crime Scene Reconstruction: Online Gold Farming Network Analysis. IEEE Trans. Inf. Forensics Secur. 12 (3) (2017)
Byung Il Kwak, Jiyoung Woo, Huy Kang Kim
Know Your Master: Driver Profiling-based Anti-theft Method. CoRR (2017)
Jaebong Son, Hyung Koo Lee, Sung Simon Jin, Jiyoung Woo
How Do Multiple Topics in Terse Tweets Affect Retweeting? Evidence from the 2013 Colorado Floods. AMCIS (2017)
Byung Il Kwak, Jiyoung Woo, Huy Kang Kim
Know your master: Driver profiling-based anti-theft method. PST (2016)
Jae-wook Jang, Hyun-Jae Kang, Jiyoung Woo, Aziz Mohaisen, Huy Kang Kim
Andro-Dumpsys: Anti-malware system based on the similarity of malware creator and malware centric information. Comput. Secur. 58 (2016)
Daegeon Kim, Jiyoung Woo, Huy Kang Kim
"I know what you did before": General framework for correlation analysis of cyber threat incidents. MILCOM (2016)
Eunjo Lee, Jiyoung Woo, Hyoungshick Kim, Aziz Mohaisen, Huy Kang Kim
You are a Game Bot!: Uncovering Game Bots in MMORPGs via Self-similarity in the Wild. NDSS (2016)
Jae-wook Jang, Jaesung Yun, Aziz Mohaisen, Jiyoung Woo, Huy Kang Kim
Andro-profiler: Detecting and Classifying Android Malware based on Behavioral Profiles. CoRR (2016)
Jae-wook Jang, Jiyoung Woo, Aziz Mohaisen, Jaesung Yun, Huy Kang Kim
Mal-Netminer: Malware Classification Approach based on Social Network Analysis of System Call Graph. CoRR (2016)
Jae-wook Jang, Hyunjae Kang, Jiyoung Woo, Aziz Mohaisen, Huy Kang Kim
Andro-AutoPsy: Anti-malware system based on similarity matching of malware and malware creator-centric information. Digit. Investig. 14 (2015)
Jiyoung Woo, Byung Il Kwak, Jiyoun Lim, Huy Kang Kim
Generosity as Social Contagion in Virtual Community. SocInfo Workshops (2014)
Ah Reum Kang, Hana Kim, Jiyoung Woo, Juyong Park, Huy Kang Kim
Altruism in games: Helping others help themselves. NETGAMES (2014)
Jae-wook Jang, Jiyoung Woo, Jaesung Yun, Huy Kang Kim
Mal-netminer: malware classification based on social network analysis of call graph. WWW (Companion Volume) (2014)
Jae-wook Jang, Jaesung Yun, Jiyoung Woo, Huy Kang Kim
Andro-profiler: anti-malware system based on behavior profiling of mobile malware. WWW (Companion Volume) (2014)
Youngjoon Ki, Jiyoung Woo, Huy Kang Kim
Identifying spreaders of malicious behaviors in online games. WWW (Companion Volume) (2014)
Jiyoung Woo, Ah Reum Kang, Huy Kang Kim
The contagion of malicious behaviors in online games. SIGCOMM (2013)
Jiyoung Woo, Hyun-Jae Kang, Ah Reum Kang, Hyukmin Kwon, Huy Kang Kim
Who Is Sending a Spam Email: Clustering and Characterizing Spamming Hosts. ICISC (2013)
Ah Reum Kang, Jiyoung Woo, Juyong Park, Huy Kang Kim
Online game bot detection based on party-play log analysis. Comput. Math. Appl. 65 (9) (2013)
Jiyoung Woo, Huy Kang Kim
Survey and research direction on online game security. WASA (2012)
Ah Reum Kang, Huy Kang Kim, Jiyoung Woo
Chatting Pattern Based Game BOT Detection: Do They Talk Like Us? KSII Trans. Internet Inf. Syst. 6 (11) (2012)
Jiyoung Woo, Hsinchun Chen
An event-driven SIR model for topic diffusion in web forums. ISI (2012)
Jiyoung Woo, Ah Reum Kang, Huy Kang Kim
Modeling of bot usage diffusion across social networks in MMORPGs. WASA (2012)
Jiyoung Woo, Jaebong Son, Hsinchun Chen
An SIR model for violent topic diffusion in social media. ISI (2011)