Il-Chul Moon

According to our database1, Il-Chul Moon authored at least 75 papers between 2006 and 2021.

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Bibliography

2021
Score Matching Model for Unbounded Data Score.
CoRR, 2021

Posterior-Aided Regularization for Likelihood-Free Inference.
CoRR, 2021

Automatic calibration of dynamic and heterogeneous parameters in agent-based models.
Auton. Agents Multi Agent Syst., 2021

Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Implicit Kernel Attention.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: A Case Study of Infantry Company Engagement.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Forecasting the Concentration of Particulate Matter in the Seoul Metropolitan Area Using a Gaussian Process Model.
Sensors, 2020

Dirichlet Variational Autoencoder.
Pattern Recognit., 2020

Housing Market Agent-Based Simulation with Loan-To-Value and Debt-To-Income.
J. Artif. Soc. Soc. Simul., 2020

LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning.
CoRR, 2020

Sequential Likelihood-Free Inference with Implicit Surrogate Proposal.
CoRR, 2020

Adversarial Likelihood-Free Inference on Black-Box Generator.
CoRR, 2020

Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables.
CoRR, 2020

Agent-Based Modeling and Simulation on Residential Population Movement Patterns: The Case of Sejong City.
Proceedings of the Winter Simulation Conference, 2020

Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

FEWER: Federated Weight Recovery.
Proceedings of the DistributedML@CoNEXT 2020: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020

Deep Generative Positive-Unlabeled Learning under Selection Bias.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Bivariate Beta-LSTM.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Hierarchically Clustered Representation Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Sequential Recommendation with Relation-Aware Kernelized Self-Attention.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model.
CoRR, 2019

Improving counterfire operations with enhanced command and control structure.
Comput. Math. Organ. Theory, 2019

Hierarchical Context Enabled Recurrent Neural Network for Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Adversarial Dropout for Recurrent Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Hierarchical prescription pattern analysis with symptom labels.
Pattern Recognit. Lett., 2018

Deep Reinforcement Learning with Fully Convolutional Neural Network to Solve an Earthwork Scheduling Problem.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling.
Proceedings of the IEEE International Conference on Data Mining, 2018

Neural Ideal Point Estimation Network.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adversarial Dropout for Supervised and Semi-Supervised Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors.
IEEE Trans. Knowl. Data Eng., 2017

Identifying prescription patterns with a topic model of diseases and medications.
J. Biomed. Informatics, 2017

Text augmented automatic statistician for predicting approval rates of politicians.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Hybrid modeling and simulation of tactical maneuvers in computer generated force.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
LDEF Formalism for Agent-Based Model Development.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Efficient Flattening Algorithm for Hierarchical and Dynamic Structure Discrete Event Models.
ACM Trans. Model. Comput. Simul., 2016

Accelerated simulation of hierarchical military operations with tabulation technique.
J. Simulation, 2016

Characterizing emergency responses in localities with different social infrastructures using EMSSim.
Proceedings of the Winter Simulation Conference, 2016

Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Data-driven ballistic coefficient learning for future state prediction of high-speed vehicles.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Efficient extraction of domain specific sentiment lexicon with active learning.
Pattern Recognit. Lett., 2015

Agent-Based Simulation of Time to Decide: Military Commands and Time Delays.
J. Artif. Soc. Soc. Simul., 2015

Impact of Population Relocation to City Commerce: Micro-Level Estimation with Validated Agent-Based Model.
J. Artif. Soc. Soc. Simul., 2015

Associative topic models with numerical time series.
Inf. Process. Manag., 2015

EMSSIM: emergency medical service simulator with geographic and medical details.
Proceedings of the 2015 Winter Simulation Conference, 2015

Comparative study of command and control structure between rok and us field artillery battalion.
Proceedings of the 2015 Winter Simulation Conference, 2015

Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series.
Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015

2014
Formal agent-based models of social systems.
Proceedings of the Modeling and Simulation-Based Systems Engineering Handbook., 2014

Simulation-based analyses of an evacuation from a metropolis during a bombardment.
Simul., 2014

Simulation experiment of routing strategy for evacuees and disaster responders.
Proceedings of the Agent-Directed Simulation Symposium, 2014

Identifying the evolution of disasters and responses with network-text analysis.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Disease-medicine topic model for prescription record mining.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Network analysis approach to study hospitals' prescription patterns focused on the impact of new healthcare policy.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Modeling multiple fields of collective emotions with brownian agent-based model.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Modeling and Simulating Command and Control - For Organizations Under Extreme Situations.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-5037-4, 2013

Theoretic interplay between abstraction, resolution, and fidelity in model information.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Impact of population relocation to city commerce: micro-level estimation with agent-based model.
Proceedings of the Agent-Directed Simulation Symposium, 2013

2012
New insight into doctrine via simulation interoperation of heterogeneous levels of models in battle experimentation.
Simul., 2012

Formal specification supporting incremental and flexible agent-based modeling.
Proceedings of the Winter Simulation Conference, 2012

2011
Analyzing social media in escalating crisis situations.
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

2010
Personalized Email Prioritization Based on Content and Social Network Analysis.
IEEE Intell. Syst., 2010

Collaborative Work in Domain-Specific Discrete Event Simulation Software Development: Fleet Anti-air Defense Simulation Software.
Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

DEVS-based doctrine validation of fleet anti-air defense.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

Learning Influence Propagation of Personal Blogs with Content and Network Analyses.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2009
Mining social networks for personalized email prioritization.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Temporal Issue Trend Identifications in Blogs.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Simulation analysis on destabilization of complex adaptive organizations.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

2007
Modeling and Simulating Terrorist Networks in Social and Geospatial Dimensions.
IEEE Intell. Syst., 2007

Evolving multi-agent network structure with organizational learning.
Proceedings of the 2007 Spring Simulation Multiconference, 2007

Self-organizing social and spatial networks under what-if scenarios.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006
Evolution of Player Skill in the America's Army Game.
Simul., 2006

Estimating the Near-Term Changes of an Organization with Simulations.
Proceedings of the Interaction and Emergent Phenomena in Societies of Agents, 2006


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