Jiyoung Woo

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
WBC YOLO-ViT: 2 Way - 2 stage white blood cell detection and classification with a combination of YOLOv5 and vision transformer.
Comput. Biol. Medicine, February, 2024

AIoT-Based Smart Healthcare in Everyday Lives: Data Collection and Standardization From Smartphones and Smartwatches.
IEEE Internet Things J., 2024

Diffusion-based Wasserstein generative adversarial network for blood cell image augmentation.
Eng. Appl. Artif. Intell., 2024

Feature selection integrating Shapley values and mutual information in reinforcement learning: An application in the prediction of post-operative outcomes in patients with end-stage renal disease.
Comput. Methods Programs Biomed., 2024

Impartial feature selection using multi-agent reinforcement learning for adverse glycemic event prediction.
Comput. Biol. Medicine, 2024

Advancing Continuous Blood Pressure Estimation with Transformer on Photoplethysmography in Operation Room.
IEEE Access, 2024

Prediction of Churning Game Users Based on Social Activity and Churn Graph Neural Networks.
IEEE Access, 2024

2023
Glucose Transformer: Forecasting Glucose Level and Events of Hyperglycemia and Hypoglycemia.
IEEE J. Biomed. Health Informatics, March, 2023

GAN-based sensor data augmentation: Application for counting moving people and detecting directions using PIR sensors.
Eng. Appl. Artif. Intell., 2023

Health24: Health-related Data Collection from Wearable and Mobile Devices in Everyday Lives.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022
Intraoperative Hypotension Prediction Model Based on Systematic Feature Engineering and Machine Learning.
Sensors, 2022

Action2Score: An Embedding Approach to Score Player Action.
Proc. ACM Hum. Comput. Interact., 2022

Profane or Not: Improving Korean Profane Detection using Deep Learning.
KSII Trans. Internet Inf. Syst., 2022

Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms.
Complex., 2022

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, 2022

Malware Detection Using Byte Streams of Different File Formats.
IEEE Access, 2022

SwahBERT: Language Model of Swahili.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Justice League: Time-series Game Player Pattern Detection to Discover Rank-Skill Mismatch.
Proceedings of the IEEE International Conference on Agents, 2022

2021
Prediction of Postoperative Complications for Patients of End Stage Renal Disease.
Sensors, 2021

IoT-Enabled Particulate Matter Monitoring and Forecasting Method Based on Cluster Analysis.
IEEE Internet Things J., 2021

2020
In-vehicle network intrusion detection using deep convolutional neural network.
Veh. Commun., 2020

Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension.
Sensors, 2020

Developing an Individual Glucose Prediction Model Using Recurrent Neural Network.
Sensors, 2020

Malware Detection of Hangul Word Processor Files Using Spatial Pyramid Average Pooling.
Sensors, 2020

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., 2020

A Comparative Analysis of Deep Learning and Machine Learning on Detecting Movement Directions Using PIR Sensors.
IEEE Internet Things J., 2020

Using a Heuristic-Systematic Model to assess the Twitter user profile's impact on disaster tweet credibility.
Int. J. Inf. Manag., 2020

2019
Detecting and Preventing Online Game Bots in MMORPGs.
Proceedings of the Encyclopedia of Computer Graphics and Games., 2019

Malware Detection on Byte Streams of PDF Files Using Convolutional Neural Networks.
Secur. Commun. Networks, 2019

A Study on the Characteristics of the Long-Term Web Forum Users Using Social Network Analysis.
Proceedings of the Current Trends in Web Engineering, 2019

2018
Contagion of Cheating Behaviors in Online Social Networks.
IEEE Access, 2018

No Silk Road for Online Gamers!: Using Social Network Analysis to Unveil Black Markets in Online Games.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2017
Crime Scene Reconstruction: Online Gold Farming Network Analysis.
IEEE Trans. Inf. Forensics Secur., 2017

How Do Multiple Topics in Terse Tweets Affect Retweeting? Evidence from the 2013 Colorado Floods.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
Andro-profiler: Detecting and Classifying Android Malware based on Behavioral Profiles.
CoRR, 2016

Mal-Netminer: Malware Classification Approach based on Social Network Analysis of System Call Graph.
CoRR, 2016

Andro-Dumpsys: Anti-malware system based on the similarity of malware creator and malware centric information.
Comput. Secur., 2016

Know your master: Driver profiling-based anti-theft method.
Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016

You are a Game Bot!: Uncovering Game Bots in MMORPGs via Self-similarity in the Wild.
Proceedings of the 23rd Annual Network and Distributed System Security Symposium, 2016

"I know what you did before": General framework for correlation analysis of cyber threat incidents.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

2015
Andro-AutoPsy: Anti-malware system based on similarity matching of malware and malware creator-centric information.
Digit. Investig., 2015

2014
Identifying spreaders of malicious behaviors in online games.
Proceedings of the 23rd International World Wide Web Conference, 2014

Andro-profiler: anti-malware system based on behavior profiling of mobile malware.
Proceedings of the 23rd International World Wide Web Conference, 2014

Mal-netminer: malware classification based on social network analysis of call graph.
Proceedings of the 23rd International World Wide Web Conference, 2014

Generosity as Social Contagion in Virtual Community.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Altruism in games: Helping others help themselves.
Proceedings of the 13th Annual Workshop on Network and Systems Support for Games, 2014

2013
Online game bot detection based on party-play log analysis.
Comput. Math. Appl., 2013

The contagion of malicious behaviors in online games.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Understanding the Group Size for Collaborative Work in Wiki-based Communities.
Proceedings of the 17th Pacific Asia Conference on Information Systems, 2013

Who Is Sending a Spam Email: Clustering and Characterizing Spamming Hosts.
Proceedings of the Information Security and Cryptology - ICISC 2013, 2013

2012
Chatting Pattern Based Game BOT Detection: Do They Talk Like Us?
KSII Trans. Internet Inf. Syst., 2012

Modeling of bot usage diffusion across social networks in MMORPGs.
Proceedings of the Workshop at SIGGRAPH Asia, 2012

Survey and research direction on online game security.
Proceedings of the Workshop at SIGGRAPH Asia, 2012

An event-driven SIR model for topic diffusion in web forums.
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012

2011
Service improvement by business process management using customer complaints in financial service industry.
Expert Syst. Appl., 2011

An SIR model for violent topic diffusion in social media.
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

2010
Intelligent service quality management system based on analysis and forecast of VOC.
Expert Syst. Appl., 2010

2005
Visualization method for customer targeting using customer map.
Expert Syst. Appl., 2005

The Framework of Web-Based Voice of the Customers Management for Business Process Management in Service Industry.
Proceedings of the E-Commerce and Web Technologies: 6th International Conference, 2005

Customer Information Visualization via Customer Map.
Proceedings of the Database Systems for Advanced Applications, 2005

Visual Mining for Customer Targeting.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005


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