Byung H. Park

21 papers B 4C 4Misc 2Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
A framework for inferring and analyzing pharmacotherapy treatment patterns.
BMC Medical Informatics Decis. Mak.
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
2023 Misc conf
CPViz: Visualizing clinical pathways represented in higher-order networks.
Visualization and Data Analysis
Junghoon Chae, Byung H. Park, Minsu Kim, Everett Neil Rush, Özgür Özmen, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2023 B conf
DENSECL: Haze Mitigation Using Dense Blocks and Contrastive Loss Regularization.
ICIP
Somosmita Mitra, Byung H. Park
2022 C conf
A Weakly-Supervised, Multitask Deep Learning Framework for Shadow Mitigation in Remote Sensing Imagery.
IGARSS
Scott D. Couwenhoven, Emmett J. Ientilucci, Byung H. Park, David Hughes
2022 B conf
Real-time Multi-granular Analytics Framework for HIT Systems.
IEEE Big Data
Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker
2021 — conf
A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters.
BHI
S. M. Shamimul Hasan, Minsu Kim, Byung H. Park, Makoto M. Jones, Merry Ward, Jonathan R. Nebeker
2021 C conf
Haze Mitigation in High-Resolution Satellite Imagery Using Enhanced Style-Transfer Neural Network and Normalization Across Multiple GPUs.
IGARSS
Byung H. Park, Somrita Chattopadhyay, John Burgin
2020 J jnl
Application health monitoring for extreme-scale resiliency using cooperative fault management.
Concurr. Comput. Pract. Exp.
Pratul K. Agarwal, Thomas J. Naughton, Byung H. Park, David E. Bernholdt, Joshua Hursey, Al Geist
2020 B conf
Characterizing Sub-Cohorts via Data Normalization and Representation Learning.
CBMS
Everett Neil Rush, Özgür Özmen, Kathryn Knight, Byung H. Park, Clifton Baker, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2020 B conf
Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease.
CBMS
Junghoon Chae, Byung H. Park, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2018 C conf
A Big Data Analytics Framework for HPC Log Data: Three Case Studies Using the Titan Supercomputer Log.
CLUSTER
Byung H. Park, Yawei Hui, Swen Boehm, Rizwan A. Ashraf, Christopher Layton, Christian Engelmann
2018 — conf
High performance Data Driven Agent-based Modeling Framework for Simulation of Commute Mode Choices in Metropolitan Area.
ITSC
Byung H. Park, H. M. Abdul Aziz, April Morton, Robert N. Stewart
2018 — conf
Improving Quality of Observational Streaming Medical Data by Using Long Short-Term Memory Networks (LSTMs).
ICDE Workshops
Michael Bowie, Edmon Begoli, Byung H. Park
2018 — conf
Real-Time Assessment of Supercomputer Status by a Comprehensive Informative Metric through Streaming Processing.
IEEE BigData
Yawei Hui, Rizwan A. Ashraf, Byung H. Park, Christian Engelmann
2017 C conf
Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale.
CLUSTER
Byung H. Park, Saurabh Hukerikar, Ryan Adamson, Christian Engelmann
2017 J jnl
Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale.
CoRR
Byung H. Park, Saurabh Hukerikar, Ryan Adamson, Christian Engelmann
2017 — conf
Towards an LSTM-based Approach for Detection of Temporally Anomalous Data in Medical Datasets.
ICIQ
Michael Bowie, Edmon Begoli, Byung H. Park, Jeevith Bopaiah
2016 — conf
High-performance computing framework for predictive simulation of healthcare delivery innovation.
BHI
Byung H. Park, Özgür Özmen, Gil Weigand, Mallikarjun Shankar
2015 — conf
Table2Graph: A Scalable Graph Construction from Relational Tables Using Map-Reduce.
BigDataService
SangKeun Lee, Byung H. Park, Seung-Hwan Lim, Mallikarjun Shankar
2011 — conf
Realization of User Level Fault Tolerant Policy Management through a Holistic Approach for Fault Correlation.
POLICY
Byung H. Park, Thomas J. Naughton, Pratul K. Agarwal, David E. Bernholdt, Al Geist, Jennifer L. Tippens
2011 Misc conf
Strategies for Fault Tolerance in Multicomponent Applications.
ICCS
Aniruddha G. Shet, Wael R. Elwasif, Samantha S. Foley, Byung H. Park, David E. Bernholdt, Randall Bramley