Full PUBLICATIONS

Journal JOURNAL PAPERS
SY Ji, BK Jeong, C Kamhoua, N Leslie, DH Jeong, Forecasting network events to estimate attack risk: Integration of wavelet transform and vector auto regression with exogenous variables, Journal of Network and Computer Applications, 103392 LINK
Jeong, SY Ji, DH Jeong, Lean IT With Value Stream Mapping Analysis: A Case Study in Software Development Life Cycle Process, Information Resources Management Journal (IRMJ) 35 (1), 1-18 LINK
SY Ji, BK Jeong, DH Jeong, Evaluating visualization approaches to detect abnormal activities in network traffic data, International Journal of Information Security, 20, pages331–345 (2021) LINK
Ji, Soo-Yeon, Bong Keun Jeong and Dong Hyun Jeong. "An Analysis of Human Emotions by Utilizing Wavelet Features." International Journal of Multimedia Data Engineering and Management (IJMDEM), 10.4 (2019): 46-63. Web. 8 Mar. 2020. doi:10.4018/IJMDEM.2019100103 LINK
SY Ji, DH Jeong, M Hassan, IK Ilev, Signature Infrared Bacteria Spectra Analyzed by an Advanced Integrative Computational Approach Developed for Identifying Bacteria Similarity, IEEE Journal of Selected Topics in Quantum Electronics 25 (1), 1-8, Jan 2019, \doi{10.1109/JSTQE.2018.2846034}. LINK
N. Keegan, S.-Y. Ji, A. Chaudhary, C. Concolato, B. Yu, D. H. Jeong, A survey of cloud-based network intrusion detection analysis, Human-centric Computing and Information Sciences, Vol. 6, No. 19. doi:10.1186/s13673-016-0076-z, Springer-Verlag, December 2016. LINK
S. Y. Ji, B.-K. Jeong, S. Choi, D. H. Jeong, A multi-level intrusion detection method for abnormal network behaviors, Journal of Network and Computer Applications, Vol. 62, pp. 9-17, doi:10.1016/j.jnca.2015.12.004, Elsevier, Feb. 2016. LINK
Dong Hyun Jeong, Soo-Yeon Ji, Evan A Suma, Byunggu Yu and Remco Chang. Designing a collaborative visual analytics system to support users' continuous analytical processes. Human-centric Computing and Information Sciences, 5:5, doi:10.1186/s13673-015-0023-4, Springer-Verlag, 2015. LINK
Soo-Yeon Ji, Seonho Choi, and Dong Hyun Jeong. Designing an Internet Traffic Predictive Model by Applying a Signal Processing Method. Journal of Network and Systems Management, doi:10.1007/s10922-014-9335-3, Springer-Verlag, Volume 23, Issue 4, pp 998-1015, October 2015. LINK
Byunggu Yu, Ranjan Sen, Dong H. Jeong, An integrated framework for managing sensor data uncertainty using cloud computing, Information Systems, doi:10.1016/j.is.2011.12.003, 38(8): 1252-1268, Elsevier, 2013. LINK
Xiaoyu Wang, Dong Hyun Jeong, Remco Chang, and William Ribarsky. Riskva: A visual analytics system for consumer credit risks analysis. Tsinghua Science and Technology, Tsinghua University Press (TUP), 17(4):pp1-16, Springer-Verlag, August 2012. LINK
Sherali Zeadally, Byunggu Yu, Dong Hyun Jeong, and Lily Liang: Detecting Insider Threats: Solutions and Trends, Information Security Journal: A Global Perspective, Taylor & Francis, 21:4, 183-192, 2012. LINK
Wenwen Dou, Caroline Ziemkiewicz, Lane Harrison, Dong Hyun Jeong, William Ribarsky, Xiaoyu Wang, and Remco Chang, Toward a deeper understanding of the relationship between interaction constraints and visual isomorphs, Information Visualization, doi:10.1177/1473871611433712, SAGE Publications, 2012. LINK
R Jordan Crouser, Daniel E. Kee, Dong Hyun Jeong, Remco Chang, Two Visualization Tools for Analysis of Agent-Based Simulations in Political Science, IEEE Computer Graphics and Applications (CG&A), Vol. 32, Issue. 1. pp. 67-77. doi:10.1109/MCG.2011.90, Jan/Feb, IEEE, 2012. LINK
Xiaoyu Wang, Dong Hyun Jeong, Wenwen Dou, Seok-Won Lee, William Ribarsky, Remco Chang, Defining and Applying Knowledge Conversion Processes to a Visual Analytics System, Computers and Graphics. Volume 33, Issue 5, October 2009, pp. 616-623, Elsevier, doi:10.1016/j.cag.2009.06.004, 2009. PDF
Dong Hyun Jeong, Caroline Ziemkiewicz, Brian Fisher, William Ribarsky, Remco Chang, iPCA: An Interactive System for PCA-based Visual Analytics, Computer Graphics Forum (Eurovis 2009). pp.767-774, Computer Graphics Forum, doi:10.1111/j.1467-8659.2009.01475.x, 2009. LINK
Wenwen Dou, Dong Hyun Jeong, Felesia Stukes, William Ribarsky, Heather Richter Lipford, Remco Chang, Recovering Reasoning Process From User Interactions, IEEE Computer Graphics and Applications (CG&A) Issue on Visual Analytics Evaluation (SEMVAST). vol. 29, no. 3, pp. 52-61, May/June, IEEE, 2009. LINK
Dong Hyun Jeong, Chang G. Song, Remco Chang, Larry Hodges, User experimentation: An Evaluation of Velocity Control Techniques in Immersive Virtual Environments, Virtual Reality, DOI:10.1007/s10055-008-0098-6, Vol.13, No.1, pp.41-50, Springer-Verlag, 2009 LINK
Dong Hyun Jeong, Alirez Darvish, Kayvan Najarian, Jing Yang, William Ribarsky, Interactive Visual Analysis of Time-series Microarray Data, Springer Verlag-The Visual Computer: International Journal of Computer Graphics. Volume 24, Issue 12, Pages 1053-1066, DOI:10.1007/s00371-007-0205-9, October 2008 PDF
D.H. Jeong, Y.R. Kim, I-S. Cho, E.J. Kim, K.M. Lee, K.W. Jin, C.G. Song, Real-time Image Scanning System for Detecting Tunnel Cracks Using Linescan Cameras, Vol. 10, No. 6, pp726-736, Journal of KMS, June 2007. LINK
J.-H. Hong, D.H. Jeong, S.-Y. Sim, C.-G. Song, Analysis of Effectiveness of Multiple Sensory Modalities in Virtual Environments, Journal of KISS:Software and Applications, Vol.27, No.9, pp931-941, September, 2000. LINK
Journal CONFERENCE / WORKSHOP PAPERS
SY Ji, BK Jeong, C Kamhoua, N Leslie, DH Jeong, Estimating Attack Risk of Network Activities in Temporal Domain: A Wavelet Transform Approach, 2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) LINK
SY Ji, DH Jeong, Cancer Classification Analysis for Microarray Gene Expression Data by Integrating Wavelet Transform and Visual Analysis, 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) LINK
S. Ji, C. Kamhoua, N. Leslie and D. H. Jeong, An Effective Approach to Classify Abnormal Network Traffic Activities using Wavelet Transform, IEEE Annual Ubiquitous Computing, Electronics \& Mobile Communication Conference 2019, New York, USA, pp. 663-669, Oct. 10-12, 2019 LINK
DM Doan, DH Jeong, SY Ji, Designing a Feature Selection Technique for Analyzing Mixed Data, 2020 10th Annual Computing and Communication Workshop and Conference (CCWC 2020) LINK
B. K. Jeong, B. Kang, S. Ji, D. H. Jeong, A Cluster Analysis of Digital Pirates: Multi-Dimensional Piracy Risk Perception Approach, Southeastern Institute for Operations Research and the Management Sciences, Oct. 3-4, 2019
J. Moody, D. H. Jeong and S. Ji, 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI), Los Angeles, CA, USA, 2019, pp. 275-282. doi: 10.1109/IRI.2019.00051
Duc Manh Doan, Clayton Gordon, Dong H. Jeong, Summit Selection: Designing a Feature Selection Technique to Support Mixed Data Analysis(Abstract Only). In Proceedings of the 49th ACM Technical Symposium on Computer Science Education (SIGCSE '18). ACM, New York, NY, USA, 274-274. doi: 10.1145/3159450.3162345LINK
Duc Doan, Dong Hyun Jeong, Designing a Feature Selection Technique to Support Multivariate Analysis on Mixed Data, \emph{International Conference on Computing and Technology}, 2017.
Dong Hyun Jeong, Bong-Keun Jeong and Soo-Yeon Ji: Designing a Hybrid Approach with Computational Analysis and Visual Analytics to Detect Network Intrusions, The 7th IEEE Annual Computing and Communication Workshop and Conference, pp.1-7, 2017. PDF
Dong Hyun Jeong, Soo-Yeon Ji, Tera Greensmith, Byunggu Yu and Remco Chang: Understanding Implicit and Explicit Interface Tools to Perform Visual Analytics Tasks, pp.687 - 694, IEEE 15th International Conference on Information Reuse & Integration (IRI) 2014. PDF
Soo-Yeon Ji, Seonho Choi, and Dong Hyun Jeong: Designing a Two-Level Monitoring Method to Detect Network Abnormal Behaviors, pp.703 - 709, IEEE 15th International Conference on Information Reuse & Integration (IRI) 2014. PDF
Sergey Maydebura, Dong Hyun Jeong, and Byunggu Yu: Understanding environmental influences on performing password-based mobile authentication. IEEE 14th International Conference on Information Reuse & Integration (IRI) 2013: 728-731. PDF
Saurabh Shirgaonkar, Dong Hyun Jeong, Toan Huynh, Soo-Yeon Ji: Designing a robust bleeding detection method for brain CT image analysis. IEEE BIBM Workshops 2012: 260-264
Byunggu Yu, Alfredo Cuzzocrea, Dong Hyun Jeong, Sergey Maydebura: On Managing Very Large Sensor-Network Data Using Bigtable. CCGRID 2012: 918-922 PDF
Byunggu Yu, Alfredo Cuzzocrea, Dong Hyun Jeong, Sergey Maydebura: A Bigtable/ MapReduce-Based Cloud Infrastructure for Effectively and Efficiently Managing Large-Scale Sensor Networks. Data Management in Cloud, Grid and P2P Systems, Lecture Notes in Computer Science Volume 7450, 2012, pp 25-36
Soo-Yeon Ji, Sharad Sharma, Byunggu Yu, Dong Hyun Jeong: Designing a rule-based hourly rainfall prediction model. IEEE 13th International Conference on Information Reuse & Integration (IRI) 2012: 303-308. LINK
Byunggu Yu, Pradeep Behera, Juan F. Ramirez Rochac, Seon Ho Kim, and Dong Jeong Transformative Sensor Technology for Urban Runoff Monitoring NSF CMMI Research and Innovation Conference - Engineering for Sustainability and Prosperity, Jan. 2011.
Wenwen Dou, Caroline Ziemkiewicz, Lane Harrison, Dong Hyun Jeong, Roxanne Ryan, William Ribarsky, Xiaoyu Wang, Remco Chang, Comparing Different Levels of Interaction Constraints for Deriving Visual Problem Isomorphs, IEEE Conference on Visual Analytics Science and Technology, pp. 195-202, 2010. LINK
Dong Hyun Jeong, Tera Marie Green, William Ribarsky, and Remco Chang, Comparative Evaluation of Two Interface Tools in Performing Visual Analytics Tasks, BELIV'10: BEyond time and errors: novel evaLuation methods for Information Visualization (A Workshop of the ACM CHI 2010), 2010
Yang Chen, Jing Yang, Scott Barlowe, Dong Hyun Jeong: Touch2Annotate: generating better annotations with less human effort on multi-touch interfaces. ACM CHI Extended Abstracts 2010: 3703-3708 LINK
Tera Marie Green, Dong Hyun Jeong, and Brian Fisher, Using personality factors to predict interface learning performance, In Proceedings of the Hawaii International Conference on System Sciences, Koloa, Hawaii, pp.1-10, 2010. (Best Paper Award) LINK
Dong Hyun Jeong, Wenwen Dou, William Ribarsky, Remco Chang, Knowledge-Oriented Refactoring in Visualization, IEEE Visualization Workshop on Refactoring Visualization From Experience (REVISE), 2009
Dong Hyun Jeong, William Ribarsky, Remco Chang, Designing a PCA-Based Collaborative Visual Analytics System, IEEE Visualization Workshop on Collaborative Visualization 2009 (CoVis), 2009.
Thomas Butkiewicz, Dong Hyun Jeong, William Ribarsky, Remco Chang, Hierarchical Multi-Touch Selection Techniques for Collaborative Geospatial Analysis, SPIE Defense, Security, and Sensing, 2009.
Wenwen Dou, Dong Hyun Jeong, Felesia Stukes, William Ribarsky, Heather Richter Lipford, Remco Chang, Comparing Usage Patterns of Domain Experts and Novices in Visual Analytical Tasks, ACM SIGCHI Sensemaking Workshop 2009, 2009. PDF
Dong Hyun Jeong, Remco Chang, William Ribarsky, An Alternative Definition and Model for Knowledge Visualization, IEEE Visualization 2008 Workshop on Knowledge Assisted Visualization 2008 (KAV '08), 2008. LINK
Dong Hyun Jeong, Wenwen Dou, Felesia Stukes, William Ribarsky, Heather Richter Lipford, Remco Chang, Evaluating the Relationship Between User Interaction and Financial Visual Analysis, IEEE Symposium on Visual Analytics Science and Technology 2008 (VAST '08), pp.83-90, 19-24 Oct., 2008 LINK
Alirez Darvish, Kayvan Najarian, Dong Hyun Jeong, and William Ribarsky, System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology 2005, pp.76-81, Nov., 2005. PDF
Jin Hong, Dong Hyun Jeong, Chris D Shaw, William Ribarsky, Mark Borodovsky, and Chang Song, GVis: A Scalable Visualization Framework for Genomic Data, Joint Eurographics - IEEE VGTC Symposium on Visualization 2005 (EuroVis '05), pp.191-198, 2005. PDF
Dong Hyun Jeong, Young Rin Kim, Kang Moon Lee, Kwang Won Jin, Chang Geun Song, The Design and Implementation of a Linescan Camera based Real-time Image Scanning System, International Conference on Multimedia Art Asia Pacific 2004 (MAAP '04), Oct., 2004. PDF
Dong Hyun Jeong, Young Hye Jeon, Jeom Keun Kim, Songyong Sim, Chang Geun Song, Force-based Velocity Control Technique in Immersive V.E, ACM International Conference on Computer graphics and interactive techniques in Australasia and Southeast Asia 2004 (Graphite '04), pp237-241, June, 2004. PDF
Chang Geun Song, No Jun Kwak, and Dong Hyun Jeong, Developing an efficient technique of Selection and Manipulation in Immersive V.E., ACM Symposium on Virtual Reality Software and Technology 2000 (VRST '00), pp142-146, October, 2000. PDF
Journal POSTER / SHORT PAPERS
Dong Hyun Jeong, Soo Yeon Ji, Applying Data Transformation to Derive Insights for Network Intrusion Detection, IEEE Symposium on Visualization for Cyber Security (VizSec) 2016, Oct. 24, 2016. LINK
Lassine Cherif, Soo Yeon Ji, Dong Hyun Jeong, Utilization of a Visual Analytical Approach to Detect Anomalies in Large Network Traffic Data, 2014 NIST Data Science Symposium, pp.7-8, March 4-5, 2014. LINK
Dong Hyun Jeong, Soo-Yeon Ji, William Ribarsky, Remco Chang: A state transition approach to understanding users' interactions. IEEE VAST 2011: 285-286. PDF
Dong Hyun Jeong, Evan Suma, Thomas Butkiewicz, William Ribarsky, and Remco Chang, A Continuous Analysis Process Between Desktop and Collaborative Visual Analytics Environments, IEEE Conference on Visual Analytics Science and Technology, Poster, pp. 231-232, 2010. LINK
Dong Hyun Jeong, Tera Marie Green, William Ribarsky, and Remco Chang, Comparing Two Interface Tools in Performing Visual Analytics Tasks, IEEE Symposium on Visual Analytics Science and Technology 2009 (VAST '09), Poster, pp.219-220, 2009. LINK
Dong Hyun Jeong, Remco Chang, William Ribarsky, Creating a Knowledge Structure in Real-Time, Eurographics/IEEE Symposium on Visualization 2009 (EuroVis '09), Poster, 2009. LINK
Dong Hyun Jeong, Chang Sub Lee, Gye Bum Jeon, Chang Geun Song, Sabarish Babu, and Larry Hodges, Differentiation on Information Gathering Ability in Real and Virtual World, Pacific Graphics 2005, Poster, pp.157 - 159, 2005. PDF
Dong Hyun Jeong, Chang Sub Lee, Sang Hyuk Ahn, Chan Young Park, Larry Hodges, and Chang Geun Song, An Evaluation of Techniques for Controlling the Speed of Travel in Immersive V.E., Pacific Graphics 2005, Poster, pp.150 - 152, 2005. PDF
Dong Hyun Jeong, William Ribarsky, Larry Hodges, and Chang Song, Interactive Visualization of Genomic Data, AppliedVis 2005. Poster. April, 2005.
Journal OTHER PAPERS
Dong Hyun Jeong, Caroline Ziemkiewicz, William Ribarsky, and Remco Chang, Understanding Principal Component Analysis Using a Visual Analytics Tool, Presented at UKC 2009, Mathematics: Fundamentals and Applications, Charlotte Visualization Center, Technical Report, 2009. PDF
D.H. Jeong, S.C. Sin, T.W, Park, C.G. Song, 2D Object Recognition using Neural Network, KMMS 2004 Fall conference, Vol.7, No.2, pp467-470.
Y.R. Kim, D.H. Jeong, K.M. Lee, K.W. Jin, C.G. Song, Development of Crack Detection System in Tunnel, KMMS 2004 Fall conference, Vol.7, No.2, pp53-56.
Y.R. Kim, D.H. Jeong, K.M. Lee, K.W. Jin, C.G. Song, Detecting and Analyzing Crack Image of Tunnel Construction, Proceedings of the KMMS (Korean Multimedia Processing Society) Spring Conference, pp432-435, April, 2004.
D.H. Jeong, Y.R. Kim, C.G. Song, K.M. Lee, K.W. Jin, Implementation of Real-time Image Capturing System using Line-camera, Proceedings of the KIPS (Korean Information Processing Society) Spring Conference, pp181-184, April, 2004.
Y.H. Jeon, D.H. Jeong, Y.R. Kim, J.G. Kim, S.-Y. Sim, The Force-based Travel Technique in Immersive Virtual Environment, HCI2004 Conference, No.I-1, pp405-410, February, 2004.
Other D.H. Jeong, A study on CRT-based stereo head tracked display system(C-HTD), Master's Thesis, August, 2001.
D.H. Jeong, K.-S. Nam, T.-P. Um, C.G. Song, An implementation of collaborative management system for the manufacture of animation, Proceedings of the KISS (Korean Information Science Society) Spring Conference, pp607-609, April, 2001.
D.H. Jeong, C.G. Song, Apply Molecular Modeling to Stereo HTD System, Proceedings of the KIPS (Korean Information Processing Society) Spring Conference, pp225-228, April, 2001.
D.H. Jeong, C.-G. Song, An Implementation of CRT-based stereo HTD system, HCI2001 Conference, Vol.10, No.1, pp720-724, February, 2001.
J.-H. Kim, P.-J. Kim, D.H. Jeong, J.-H. Lee, C.G. Song, The development of low-end authoring tool for dynamic virtual-environment(Realistica), Proceedings of the 11th KIPS (Korean Information Processing Society) Spring Conference, Vol. 6, No. 1 pp1191 - 1194, 1999.