Eun-Jin Kim

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 36

Top Topics

Stochastic Process

Density Function

Top Venues

Comput. Biol. Medicine

Publications

Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag
Information Geometry of Evolution of Neural Network Parameters While Training. CoRR (2024)
Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim
Extremization to Fine Tune Physics Informed Neural Networks for Solving Boundary Value Problems. CoRR (2024)
Jia-Chen Hua, Eun-Jin Kim, Fei He
Information Geometry Theoretic Measures for Characterizing Neural Information Processing from Simulated EEG Signals. Entropy 26 (3) (2024)
Adrián Josué Guel-Cortez, Eun-Jin Kim, Mohamed W. Mehrez
Minimum Information Variability in Linear Langevin Systems via Model Predictive Control. Entropy 26 (4) (2024)
Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim
Extremization to fine tune physics informed neural networks for solving boundary value problems. Commun. Nonlinear Sci. Numer. Simul. 137 (2024)
Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag
Information geometry of evolution of neural network parameters while training. Neurocomputing 597 (2024)
Eun-Jin Kim, Abhiram Anand Thiruthummal
Stochastic Dynamics of Fusion Low-to-High Confinement Mode (L-H) Transition: Correlation and Causal Analyses Using Information Geometry. Entropy 26 (1) (2024)
Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-Jin Kim, Maia Angelova
Winning With Chaos in Association Football: Spatiotemporal Event Distribution Randomness Metric for Team Performance Evaluation. IEEE Access 12 (2024)
Rainer Hollerbach, Eun-Jin Kim
Effects of Stochastic Noises on Limit-Cycle Oscillations and Power Losses in Fusion Plasmas and Information Geometry. Entropy 25 (4) (2023)
Nicholas Pearce, Eun-Jin Kim
A new synergistic model for simulating exercise incorporating control mechanisms at cellular and organ scales. Comput. Biol. Medicine 163 (2023)
Heng Jie Choong, Eun-Jin Kim, Fei He
Causality Analysis with Information Geometry: A Comparison. Entropy 25 (5) (2023)
Nicholas Pearce, Mark C. Turner, Helen L. Maddock, Eun-Jin Kim
Development of a novel low-order model for atrial function and a study of atrial mechano-electric feedback. Comput. Biol. Medicine 159 (2023)
Aristeides D. Papadopoulos, Johan Anderson, Eun-Jin Kim, Michail Mavridis, Heinz Isliker
Statistical Analysis of Plasma Dynamics in Gyrokinetic Simulations of Stellarator Turbulence. Entropy 25 (6) (2023)
Jia-Chen Hua, Eun-Jin Kim, Fei He
Information Geometry Approach to Analyzing Simulated EEG Signals of Alzheimer's Disease Patients and Healthy Control Subjects. BIBM (2023)
Abhiram Anand Thiruthummal, Eun-Jin Kim
Monte Carlo Simulation of Stochastic Differential Equation to Study Information Geometry. Entropy 24 (8) (2022)
Eun-Jin Kim, Rainer Hollerbach
Exact Time-Dependent Solutions and Information Geometry of a Rocking Ratchet. Symmetry 14 (2) (2022)
Sumaira Manzoor, Eun-Jin Kim, Sung-Hyeon Joo, Sang-Hyeon Bae, Gun-Gyo In, Kyeong-Jin Joo, Jun-Hyeon Choi, Tae-Yong Kuc
Edge Deployment Framework of GuardBot for Optimized Face Mask Recognition With Real-Time Inference Using Deep Learning. IEEE Access 10 (2022)
Adrián Josué Guel-Cortez, Eun-Jin Kim
Information Geometric Theory in the Prediction of Abrupt Changes in System Dynamics. Entropy 23 (6) (2021)
Eun-Jin Kim, Adrián Josué Guel-Cortez
Causal Information Rate. Entropy 23 (8) (2021)
Sumaira Manzoor, Sung-Hyeon Joo, Eun-Jin Kim, Sang-Hyeon Bae, Gun-Gyo In, Jeong-Won Pyo, Tae-Yong Kuc
3D Recognition Based on Sensor Modalities for Robotic Systems: A Survey. Sensors 21 (21) (2021)
Eun-Jin Kim
Information Geometry, Fluctuations, Non-Equilibrium Thermodynamics, and Geodesics in Complex Systems. Entropy 23 (11) (2021)
Adrián Josué Guel-Cortez, Eun-Jin Kim
Information Length Analysis of Linear Autonomous Stochastic Processes. Entropy 22 (11) (2020)
Shenlu Jiang, Wei Yao, Man Sing Wong, Meng Hang, Zhonghua Hong, Eun-Jin Kim, Sung-Hyeon Joo, Tae-Yong Kuc
Automatic Elevator Button Localization Using a Combined Detecting and Tracking Framework for Multi-Story Navigation. IEEE Access 8 (2020)
Rainer Hollerbach, Eun-Jin Kim
Information Geometry of Spatially Periodic Stochastic Systems. Entropy 21 (7) (2019)
James Heseltine, Eun-Jin Kim
Comparing Information Metrics for a Coupled Ornstein-Uhlenbeck Process. Entropy 21 (8) (2019)
Eun-Jin Kim
Intermittency and Self-Organisation in Turbulence and Statistical Mechanics. Entropy 21 (6) (2019)
Eun-Jin Kim, Jeongmin Yu
A Consortium Blockchain System for Verifying Digital Contents on Traditional Costumes. EuroMed (1) (2018)
Rainer Hollerbach, Donovan Dimanche, Eun-Jin Kim
Information Geometry of Nonlinear Stochastic Systems. Entropy 20 (8) (2018)
Quentin Jacquet, Eun-Jin Kim, Rainer Hollerbach
Time-Dependent Probability Density Functions and Attractor Structure in Self-Organised Shear Flows. Entropy 20 (8) (2018)
Eun-Jin Kim
Investigating Information Geometry in Classical and Quantum Systems through Information Length. Entropy 20 (8) (2018)
Eun-Jin Kim, Ismail Movahedi
Effect of enhanced dissipation by shear flows on transient relaxation and probability density function in two dimensions. CoRR (2017)
Kyoung Park, Jung-Min Park, Eun-Jin Kim, Chang Cheon, Joshua James
Anti-Forensic Trace Detection in Digital Forensic Triage Investigations. J. Digit. Forensics Secur. Law 12 (1) (2017)
Rainer Hollerbach, Eun-Jin Kim
Information Geometry of Non-Equilibrium Processes in a Bistable System with a Cubic Damping. Entropy 19 (6) (2017)
Heejune Ahn, Giang T. Nguyen, Heyoung Lee, Sun-Jin Jo, Eun-Jin Kim, Hyeon-Woo Yim
Data collection and analysis of smartphone use and sleep of secondary school children. BigComp (2017)
Eun-Jin Kim, Lucille-Marie Tenkès, Rainer Hollerbach, Ovidiu Radulescu
Far-From-Equilibrium Time Evolution between Two Gamma Distributions. Entropy 19 (10) (2017)
Schuyler Nicholson, Eun-Jin Kim
Structures in Sound: Analysis of Classical Music Using the Information Length. Entropy 18 (7) (2016)
Sung Woo Kim, Eun Hye Park, Yae Eun Lee, Jong Sung Lee, Da Hee Lee, Eun-Jin Kim
An Outlook for Content UX in TV: The Emergence of Augmented Content. CHI Extended Abstracts (2015)
Tae-Chang Jee, Eun-Jin Kim, Yillbyung Lee
Error Correction of Korean Courtesy Amounts in Bank Slips using Rule Information and cross-referencing. ICDAR (1999)
Eun-Jin Kim, Yillbyung Lee
Handwritten Hangul recognition using a modified neocognitron. Neural Networks 4 (6) (1991)