Eva K. Lee

Orcid: 0000-0003-0415-4640

According to our database1, Eva K. Lee authored at least 74 papers between 1997 and 2024.

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Bibliography

2024
Risk-Stratified Multi-Objective Resource Allocation for Optimal Aviation Security.
Proceedings of the 13th International Conference on Data Science, 2024

2023
Interdependencies and Cascading Effects of Disasters on Critical Infrastructures: An Analysis of Base Station Communication Networks.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Strategic Decision-Making in Trauma Systems.
Proceedings of the Dynamics of Information Systems - 6th International Conference, 2023

Handling Imbalanced and Poorly Separated Data: a Multi-Stage Multi-Group Machine Learning Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Managing Guest Flow in Georgia Aquarium After the Dolphin Tales Show Opening.
Oper. Res. Forum, September, 2022

A General-Purpose Multi-stage Multi-group Machine Learning Framework for Knowledge Discovery and Decision Support.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2022

A Multi-stage Multi-group Classification Model: Applications to Knowledge Discovery for Evidence-based Patient-centered Care.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

New PK/PD model directly links diabetes drug dose to blood glucose level for personalized care.
Proceedings of the AMIA 2022, 2022

Analyzing Strategies for Containing Avian Influenza.
Proceedings of the AMIA 2022, 2022

2021
Generalizing 0-1 conflict hypergraphs and mixed conflict graphs: mixed conflict hypergraphs in discrete optimization.
J. Glob. Optim., 2021

Multi-Site Best Practice Discovery: From Free Text to Standardized Concepts to Clinical Decisions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Dynamic Restricted Column Generation in MIQP for Cancer Radiation Therapy.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Strategies for Disease Containment: A Biological-Behavioral-Intervention Computational Informatics Framework.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
CERC: an interactive content extraction, recognition, and construction tool for clinical and biomedical text.
BMC Medical Informatics Decis. Mak., 2020

OptSelect: An algorithm for ensemble feature selection and stability assessment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Competition Strategy for Healthcare Insurance Plans.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Abstract: Modeling and Evaluating Intervention Options and Strategies for COVID-19 Containment: A Biological-Behavioral-Logistics Computation Decision Framework.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
An Efficient, Robust, and Customizable Information Extraction and Pre-processing Pipeline for Electronic Health Records.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

SEACOIN2.0: an interactive mining and visualization tool for information retrieval, summarization and knowledge discovery.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
Outcome-Driven Personalized Treatment Design for Managing Diabetes.
Interfaces, 2018

Factors Influencing Epidural Anesthesia for Cesarean Section Outcome.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Investigating a Needle-based Epidural Procedure in Obstetric Anesthesia.
Proceedings of the AMIA 2018, 2018

2017
A Low-cost Adaptable and Personalized Remote Patient Monitoring System.
Proceedings of the 2017 International Conference on Digital Health, 2017

An Interactive Web-based Decision Support System for Mass Dispensing, Emergency Preparedness, and Biosurveillance.
Proceedings of the 2017 International Conference on Digital Health, 2017

Innovation in big data analytics: Applications of mathematical programming in medicine and healthcare.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Optimizing inpatient bed capacity to improve care delivery.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Designing a low-cost adaptable and personalized remote patient monitoring system.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Inpatient bed management to improve care delivery.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

A Computational Framework for Influence Networks: Application to Clergy Influence in HIV/AIDS Outreach.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

A Computational Framework for a Digital Surveillance and Response Tool: Application to Avian Influenza.
Proceedings of the AMIA 2017, 2017

2016
Machine Learning for Predicting Vaccine Immunogenicity.
Interfaces, 2016

Machine Learning: Multi-site Evidence-Based Best Practice Discovery.
Proceedings of the Machine Learning, Optimization, and Big Data, 2016

Reducing surgical-site infections for coronary artery bypass graft patients.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

A Compartmental Model for Zika Virus with Dynamic Human and Vector Populations.
Proceedings of the AMIA 2016, 2016

2015
Vaccine Prioritization for Effective Pandemic Response.
Interfaces, 2015

Transforming Hospital Emergency Department Workflow and Patient Care.
Interfaces, 2015

A systems approach to reducing central line associated blood stream infections.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Solving a Multigroup Mixed-Integer Programming-Based Constrained Discrimination Model.
INFORMS J. Comput., 2014

Systems modeling for reducing medication errors.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Medical Alert Management: A Real-Time Adaptive Decision Support Tool to Reduce Alert Fatigue.
Proceedings of the AMIA 2014, 2014

2013
Biological Planning for High-Dose-Rate Brachytherapy: Application to Cervical Cancer Treatment.
Interfaces, 2013

Advancing Public Health and Medical Preparedness with Operations Research.
Interfaces, 2013

Priority Queuing Models for Hospital Intensive Care Units and the Impacts to Severe Case Patients.
Proceedings of the AMIA 2013, 2013

2012
Designing Guest Flow and Operations Logistics for the Dolphin Tales.
Interfaces, 2012

Health-connect: An ontology-based model-driven information integration framework and its application to integrating clinical databases.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

A Clinical Decision Tool for Predicting Patient Care Characteristics: Patients returning within 72 Hours in the Emergency Department.
Proceedings of the AMIA 2012, 2012

2010
Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model.
Ann. Oper. Res., 2010

2009
Disease Diagnosis: Optimization-Based Methods.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Integer Programming: Branch and Bound Methods.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Algorithms for Genomic Analysis.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Modeling and Optimizing the Public-Health Infrastructure for Emergency Response.
Interfaces, 2009

Machine Learning Framework for Classification in Medicine and Biology.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

2008
Operations Research Advances Cancer Therapeutics.
Interfaces, 2008

2007
Mixed integer programming constrained discrimination model for credit screening.
Proceedings of the 2007 Spring Simulation Multiconference, 2007

2006
Large-Scale Dispensing for Emergency Response to Bioterrorism and Infectious-Disease Outbreak.
Interfaces, 2006

Preface.
Ann. Oper. Res., 2006

Decision support system for mass dispensing of medications for infectious disease outbreaks and bioterrorist attacks.
Ann. Oper. Res., 2006

Novel evolutionary models and applications to sequence alignment problems.
Ann. Oper. Res., 2006

A collaboratory for radiation therapy treatment planning optimization research.
Ann. Oper. Res., 2006

Integer Programming for Telecommunications.
Proceedings of the Handbook of Optimization in Telecommunications, 2006

2004
Prediction of ultrasound-mediated disruption of cell membranes using machine learning techniques and statistical analysis of acoustic spectra.
IEEE Trans. Biomed. Eng., 2004

Generating Cutting Planes for Mixed Integer Programming Problems in a Parallel Computing Environment.
INFORMS J. Comput., 2004

2003
Facets of the independent set polytope.
Math. Program., 2003

A Linear Programming Approach to Discriminant Analysis with a Reserved-Judgment Region.
INFORMS J. Comput., 2003

Mixed Integer Programming Approaches to Treatment Planning for Brachytherapy - Application to Permanent Prostate Implants.
Ann. Oper. Res., 2003

Integer Programming Applied to Intensity-Modulated Radiation Therapy Treatment Planning.
Ann. Oper. Res., 2003

NCI/NSF Workshop on Operations Research Applied to Radiation Therapy Washington, DC, February 7-9, 2002.
Ann. Oper. Res., 2003

2001
A Parallel, Linear Programming-based Heuristic for Large-Scale Set Partitioning Problems.
INFORMS J. Comput., 2001

1999
Computational experience with parallel mixed integerprogramming in a distributed environment.
Ann. Oper. Res., 1999

1998
Solving a Truck Dispatching Scheduling Problem Using Branch-and-Cut.
Oper. Res., 1998

1997
Constrained discriminant analysis via 0/1 mixed integer programming.
Ann. Oper. Res., 1997

Computational Experience of an Interior-Point Algorithm in a Parallel Branch-and-Cut Framework.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

A Polyhedral Approach to the Multi-Layer Crossing Minimization Problem.
Proceedings of the Graph Drawing, 5th International Symposium, 1997

Mixed integer programming optimization models for brachytherapy treatment planning.
Proceedings of the AMIA 1997, 1997


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