Byung H. Park

According to our database, Byung H. Park authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A framework for inferring and analyzing pharmacotherapy treatment patterns.

Everett Neil Rush, Ozgur Ozmen, 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., December, 2024

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

Proceedings of the Visualization and Data Analysis 2023, 2023

DENSECL: Haze Mitigation Using Dense Blocks and Contrastive Loss Regularization.

Somosmita Mitra, Byung H. Park

Proceedings of the IEEE International Conference on Image Processing, 2023

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Real-time Multi-granular Analytics Framework for HIT Systems.

Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker

Proceedings of the IEEE International Conference on Big Data, 2022

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

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

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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

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

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Improving Quality of Observational Streaming Medical Data by Using Long Short-Term Memory Networks (LSTMs).

Michael Bowie, Edmon Begoli, Byung H. Park

Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 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

Proceedings of the IEEE International Conference on Cluster Computing, 2018

Real-Time Assessment of Supercomputer Status by a Comprehensive Informative Metric through Streaming Processing.

Yawei Hui, Rizwan A. Ashraf, Byung H. Park, Christian Engelmann

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Towards an LSTM-based Approach for Detection of Temporally Anomalous Data in Medical Datasets.

Michael Bowie, Edmon Begoli, Byung H. Park, Jeevith Bopaiah

Proceedings of the 22nd International Conference on Information Quality, 2017

Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale.

Byung H. Park, Saurabh Hukerikar, Ryan Adamson, Christian Engelmann

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016

High-performance computing framework for predictive simulation of healthcare delivery innovation.

Byung H. Park, Özgür Özmen, Gil Weigand, Mallikarjun Shankar

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Table2Graph: A Scalable Graph Construction from Relational Tables Using Map-Reduce.

Sangkeun Lee, Byung H. Park, Seung-Hwan Lim, Mallikarjun Shankar

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

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

Proceedings of the International Conference on Computational Science, 2011

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

Proceedings of the POLICY 2011, 2011