Dong Hyun Jeong

Orcid: 0000-0001-5271-293X

According to our database1, Dong Hyun Jeong authored at least 54 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Leveraging Machine Learning to Analyze Semantic User Interactions in Visual Analytics.
Inf., June, 2024

A survey on uncertainty reasoning and quantification in belief theory and its application to deep learning.
Inf. Fusion, January, 2024

Winning the Social Media Influence Battle: Uncertainty-Aware Opinions to Understand and Spread True Information via Competitive Influence Maximization.
CoRR, 2024

Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Interactive Web-Based Visual Analysis on Network Traffic Data.
Inf., January, 2023

Active Learning on Neural Networks through Interactive Generation of Digit Patterns and Visual Representation.
CoRR, 2023

Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information.
CoRR, 2023

Detecting Intents of Fake News Using Uncertainty-Aware Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Web Services, 2023

Multi-Label Temporal Evidential Neural Networks for Early Event Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Forecasting network events to estimate attack risk: Integration of wavelet transform and vector auto regression with exogenous variables.
J. Netw. Comput. Appl., 2022

Lean IT With Value Stream Mapping Analysis: A Case Study in Software Development Life Cycle Process.
Inf. Resour. Manag. J., 2022

PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration.
CoRR, 2022

A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning.
CoRR, 2022

2021
Evaluating visualization approaches to detect abnormal activities in network traffic data.
Int. J. Inf. Sec., 2021

2020
Estimating Attack Risk of Network Activities in Temporal Domain: A Wavelet Transform Approach.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

Designing a Feature Selection Technique for Analyzing Mixed Data.
Proceedings of the 10th Annual Computing and Communication Workshop and Conference, 2020

Cancer Classification Analysis for Microarray Gene Expression Data by Integrating Wavelet Transform and Visual Analysis.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
An Analysis of Human Emotions by Utilizing Wavelet Features.
Int. J. Multim. Data Eng. Manag., 2019

An Effective Approach to Classify Abnormal Network Traffic Activities using Wavelet Transform.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Feature-Based Understanding of Human Emotions.
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

2018
Summit Selection: Designing a Feature Selection Technique to Support Mixed Data Analysis (Abstract Only).
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

2017
Designing a hybrid approach with computational analysis and visual analytics to detect network intrusions.
Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017

2016
A multi-level intrusion detection method for abnormal network behaviors.
J. Netw. Comput. Appl., 2016

A survey of cloud-based network intrusion detection analysis.
Hum. centric Comput. Inf. Sci., 2016

On avoiding Moving Objects for indoor autonomous quadrotors.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Designing an Internet Traffic Predictive Model by Applying a Signal Processing Method.
J. Netw. Syst. Manag., 2015

Designing a collaborative visual analytics system to support users' continuous analytical processes.
Hum. centric Comput. Inf. Sci., 2015

2014
Designing a two-level monitoring method to detect network abnormal behaviors.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Understanding implicit and explicit interface tools to perform visual analytics tasks.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

2013
An integrated framework for managing sensor data uncertainty using cloud computing.
Inf. Syst., 2013

Understanding environmental influences on performing password-based mobile authentication.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

2012
Toward a deeper understanding of the relationship between interaction constraints and visual isomorphs.
Inf. Vis., 2012

Detecting Insider Threats: Solutions and Trends.
Inf. Secur. J. A Glob. Perspect., 2012

Two Visualization Tools for Analyzing Agent-Based Simulations in Political Science.
IEEE Computer Graphics and Applications, 2012

Designing a rule-based hourly rainfall prediction model.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

A Bigtable/MapReduce-Based Cloud Infrastructure for Effectively and Efficiently Managing Large-Scale Sensor Networks.
Proceedings of the Data Management in Cloud, Grid and P2P Systems, 2012

On Managing Very Large Sensor-Network Data Using Bigtable.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

Designing a robust bleeding detection method for brain CT image analysis.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011
A state transition approach to understanding users' interactions.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

2010
A continuous analysis process between desktop and collaborative visual analytics environments.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Comparing different levels of interaction constraints for deriving visual problem isomorphs.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Using Personality Factors to Predict Interface Learning Performance.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

Touch2Annotate: generating better annotations with less human effort on multi-touch interfaces.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
User experimentation: an evaluation of velocity control techniques in immersive virtual environments.
Virtual Real., 2009

iPCA: An Interactive System for PCA-based Visual Analytics.
Comput. Graph. Forum, 2009

Recovering Reasoning Processes from User Interactions.
IEEE Computer Graphics and Applications, 2009

Defining and applying knowledge conversion processes to a visual analytics system.
Comput. Graph., 2009

Comparing two interface tools in performing visual analytics tasks.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

2008
Interactive visual analysis of time-series microarray data.
Vis. Comput., 2008

Evaluating the relationship between user interaction and financial visual analysis.
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008

2005
GVis: A Scalable Visualization Framework for Genomic Data.
Proceedings of the 7th Joint Eurographics, 2005

System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004
Force-based velocity control technique in immersive V.E.
Proceedings of the 2nd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2004, 2004

2000
Developing an efficient technique of selection and manipulation in immersive V.E..
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2000


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