Realization of User Level Fault Tolerant Policy Management through a Holistic Approach for Fault Correlation. - Byung H. Park; Thomas J. Naughton; Pratul K. Agarwal; David E. Bernholdt; Al Geist; Jennifer L. Tippens (POLICY, 2011)

Strategies for Fault Tolerance in Multicomponent Applications. - Aniruddha G. Shet; Wael R. Elwasif; Samantha S. Foley; Byung H. Park; David E. Bernholdt; Randall Bramley (ICCS, 2011)

Table2Graph: A Scalable Graph Construction from Relational Tables Using Map-Reduce. - Sangkeun Lee 001; Byung H. Park; Seung-Hwan Lim; Mallikarjun Shankar (BigDataService, 2015)

High-performance computing framework for predictive simulation of healthcare delivery innovation. - Byung H. Park; Özgür Özmen; Gil Weigand; Mallikarjun Shankar (BHI, 2016)

Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale. - Byung H. Park; Saurabh Hukerikar; Ryan Adamson; Christian Engelmann (CLUSTER, 2017)

Towards an LSTM-based Approach for Detection of Temporally Anomalous Data in Medical Datasets. - Michael Bowie; Edmon Begoli; Byung H. Park; Jeevith Bopaiah (ICIQ, 2017)

Real-Time Assessment of Supercomputer Status by a Comprehensive Informative Metric through Streaming Processing. - Yawei Hui; Rizwan A. Ashraf; Byung H. Park; Christian Engelmann (IEEE BigData, 2018)

A Big Data Analytics Framework for HPC Log Data: Three Case Studies Using the Titan Supercomputer Log. - Byung H. Park; Yawei Hui; Swen Boehm; Rizwan A. Ashraf; Christopher Layton; Christian Engelmann (CLUSTER, 2018)

Improving Quality of Observational Streaming Medical Data by Using Long Short-Term Memory Networks (LSTMs). - Michael Bowie; Edmon Begoli; Byung H. Park (ICDE Workshops, 2018)

High performance Data Driven Agent-based Modeling Framework for Simulation of Commute Mode Choices in Metropolitan Area. - Byung H. Park; H. M. Abdul Aziz; April Morton; Robert N. Stewart (ITSC, 2018)

Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease. - Junghoon Chae; Byung H. Park; Makoto Jones; Merry Ward; Jonathan R. Nebeker (CBMS, 2020)

Characterizing Sub-Cohorts via Data Normalization and Representation Learning. - Everett Neil Rush; Özgür Özmen; Kathryn Knight; Byung H. Park; Clifton Baker; Makoto Jones; Merry Ward; Jonathan R. Nebeker (CBMS, 2020)

Application health monitoring for extreme-scale resiliency using cooperative fault management. - Pratul K. Agarwal; Thomas J. Naughton; Byung H. Park; David E. Bernholdt; Joshua Hursey; Al Geist (Concurr. Comput. Pract. Exp., 2020)

A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters. - S. M. Shamimul Hasan; Minsu Kim; Byung H. Park; Makoto M. Jones; Merry Ward; Jonathan R. Nebeker (BHI, 2021)

Haze Mitigation in High-Resolution Satellite Imagery Using Enhanced Style-Transfer Neural Network and Normalization Across Multiple GPUs. - Byung H. Park; Somrita Chattopadhyay; John Burgin (IGARSS, 2021)

Real-time Multi-granular Analytics Framework for HIT Systems. - Byung H. Park; Sangkeun Lee 002; Özgür Özmen; Mohit Kumar; Merry Ward; Jonathan R. Nebeker (IEEE Big Data, 2022)

A Weakly-Supervised, Multitask Deep Learning Framework for Shadow Mitigation in Remote Sensing Imagery. - Scott D. Couwenhoven; Emmett J. Ientilucci; Byung H. Park; David Hughes (IGARSS, 2022)

DENSECL: Haze Mitigation Using Dense Blocks and Contrastive Loss Regularization. - Somosmita Mitra; Byung H. Park (ICIP, 2023)

CPViz: Visualizing clinical pathways represented in higher-order networks. - Junghoon Chae; Byung H. Park; Minsu Kim; Everett Neil Rush; Özgür Özmen; Makoto Jones; Merry Ward; Jonathan R. Nebeker (Visualization and Data Analysis, 2023)

A framework for inferring and analyzing pharmacotherapy treatment patterns. - Everett Neil Rush; Özgür Özmen; Minsu Kim; Erin Rush Ortegon; Makoto Jones; Byung H. Park; Steven Pizer; Jodie Trafton; Lisa A. Brenner; Merry Ward; Jonathan R. Nebeker (BMC Medical Informatics Decis. Mak., 2024)