Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling

Wonsung Lee, Sungrae Park, Weonyoung Joo, and Il-Chul Moon , 2018 , IEEE International Conference on Data Mining (ICDM 2018) , Nov 17-20 , Singapore , Singapore

Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations

Il-Chul Moon, Dongjun Kim, Tae-Sub Yun, Jang Won Bae, Dong-Oh Kang, and Euihyun Paik , 2018 , IEEE International Conference on Systems, Man, and Cybernetics 2018 (SMC 2018) , Oct 7-10 , Miyazaki , Japan

Black-Box Expectation-Maximization Algorithm for Estimating Latent States of High-Speed Vehicles

Yoon-Yeong Kim, Wonsung Lee, and Il-Chul Moon , 2018 , International Conference on Control, Automation and Systems (ICCAS 2018) , Oct 17–20 , PyeongChang , South Korea

Ballistic Coefficient Estimation with Gaussian Process Particle Filter

Il-Chul Moon, Jinhyung Tak, Sang-Hyeon Kim, and Kyungwoo Song , 2018 , International Conference on Control, Automation and Systems (ICCAS 2018) , Oct 17–20 , PyeongChang , South Korea

Neural Ideal Point Estimation Network

Kyungwoo Song, Wonsung Lee, and Il-Chul Moon , 2018 , AAAI Conference on Artificial Intelligence (AAAI 2018) , Feb 2-7 , New Orleans , USA

Adversarial Dropout for Supervised and Semi-Supervised Learning

Sungrae Park, Jun-Keon Park, Su-Jin Shin, and Il-Chul Moon , 2018 , AAAI Conference on Artificial Intelligence (AAAI 2018) , Feb 2-7 , New Orleans , USA

Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information

Wonsung Lee, Kyungwoo Song, and Il-Chul Moon , 2017 , ACM Conference on Information and Knowledge Management (CIKM 2017) , Nov 6-10 , Singapore , Singapore

Text Augmented Automatic Statistician for Predicting Approval Rates of Politicians

JunKeon Park, YeongYeon Na, and Il-Chul Moon , 2017 , IEEE Conference on System, Man, and Cybernetics (SMC 2017) , Oct 5-8 , Banff , Canada

Data-Driven Ballistic Coefficient Learning for Future State Prediction of High-Speed Vehicles

Kyungwoo Song, Sang-Hyeon Kim, Jinhyung Tak, Han-Lim Choi, and II-Chul Moon , 2016 , 19th International Conference on Information Fusion (FUSION 2016) , Jul 5-8 , Heidelberg , Germany

Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping

Wonsung Lee, Youngmin Lee, Heeyoung Kim, and Il-Chul Moon , 2016 , International Joint Conference on Artificial Intelligence (IJCAI 2016) , Jul 9-16 , New York , USA

Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series

Sungrae Park, Wonsung Lee, and Il-Chul Moon , 2015 , Workshop on Topic Models: Post-Processing and Applications, ACM International Conference on Information and Knowledge Management (CIKM Workshop 2015) , Oct 19-23 , Melbourne , Australia

Identifying the Evolution of Disasters and Responses with Network-Text Analysis

Kyungwoo Song, Do-Hyeong Kim, Su-Jin Shin, and Il-Chul Moon , 2014 , IEEE International Conference on Systems, Man and Cybernetics (SMC 2014) , Oct 5-8 , San Diego , USA

Disease-Medicine Topic Models for Prescription Record Mining

Sungrae Park, Doosup Choi, Wonsung Lee, Dain Jung, Minki Kim, and Il-Chul Moon , 2014 , IEEE International Conference on Systems, Man and Cybernetics (SMC 2014) , Oct 5-8 , San Diego , USA

Network Analysis Approach to Study Hospitals’ Prescription Patterns focused on the Impact of New Healthcare Policy

Wonsung Lee, Gene Yi, Dain Jung, Minki Kim, and Il-Chul Moon , 2014 , IEEE International Conference on Systems, Man and Cybernetics (SMC 2014) , Oct 5-8 , San Diego , USA

Analyzing Social Media in Escalating Crisis Situations

Il-Chul Moon, Alice H. Oh, and Kathleen M. Carley , 2011 , IEEE Conference on Intelligence and Security Informatics (ISI 2011) , Jul 10-12 , Beijing , China