Osman Yalin Ozaltin

Risk score models for urinary tract infection hospitalization

PLOS ONE, 19(6).

Solving a class of two-stage stochastic nonlinear integer programs using value functions

Zhang, J., Oezaltin, O. Y., & Trapp, A. C. (2024, September 21). JOURNAL OF GLOBAL OPTIMIZATION, Vol. 9.

Temporal pattern mining for knowledge discovery in the early prediction of septic shock

PATTERN RECOGNITION, 151.

Detecting Human Trafficking: Automated Classification of Online Customer Reviews of Massage Businesses

Li, R., Tobey, M., Mayorga, M. E., Caltagirone, S., & Ozaltin, O. Y. (2023, February 22). M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT, Vol. 2.

Quantifying association and disparities between diabetes complications and COVID-19 outcomes: A retrospective study using electronic health records

PLOS ONE, 18(9).

Coordination of manufacturing and engineering activities during product transitions

Bansal, A., Ozaltin, O. Y., Uzsoy, R., & Kempf, K. G. (2022, April 9). NAVAL RESEARCH LOGISTICS, Vol. 4.

Interpretable models for the automated detection of human trafficking in illicit massage businesses

Tobey, M., Li, R., Ozaltin, O. Y., Mayorga, M. E., & Caltagirone, S. (2022, August 28). IISE TRANSACTIONS, Vol. 8.

Managing Product Transitions: A Bilevel Programming Approach

Khorramfar, R., Ozaltin, O. Y., Kempf, K. G., & Uzsoy, R. (2022, June 30). INFORMS JOURNAL ON COMPUTING, Vol. 6, pp. 1–17.

Septic shock prediction and knowledge discovery through temporal pattern mining

ARTIFICIAL INTELLIGENCE IN MEDICINE, 132.

Mapping of critical events in disease progression through binary classification: Application to amyotrophic lateral sclerosis

JOURNAL OF BIOMEDICAL INFORMATICS, 123.

Prediction of Sepsis Related Mortality: An Optimization Approach

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 25(11), 4207–4216.

Optimal influenza vaccine distribution with equity

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 283(2), 714–725.

Prepositioning disaster relief supplies using robust optimization

IISE TRANSACTIONS, 52(10), 1122–1140.

An embarrassingly parallel method for large-scale stochastic programs

In Springer Optimization and Its Applications (Vol. 149, pp. 127–151).

Evaluating an Emergency Department Care Redesign: A Simulation Approach

Proceedings - Winter Simulation Conference, 2019-December, 1137–1147.

Feature selection for classification models via bilevel optimization

COMPUTERS & OPERATIONS RESEARCH, 106, 156–168.

The Effect of the Distribution of the Inverse Growth Rate on Pancreatic Cancer Progression

Proceedings - Winter Simulation Conference, 2019-December, 1044–1054.

The value of missing information in severity of illness score development

JOURNAL OF BIOMEDICAL INFORMATICS, 97.

Tollgate-based progression pathways of ALS patients

JOURNAL OF NEUROLOGY, 266(3), 755–765.

Ambulance redeployment and dispatching under uncertainty with personnel workload limitations

IISE TRANSACTIONS, 50(9), 777–788.

Models for predicting the evolution of influenza to inform vaccine strain selection

[Review of ]. HUMAN VACCINES & IMMUNOTHERAPEUTICS, 14(3), 678–683.

On a class of bilevel linear mixed-integer programs in adversarial settings

Journal of Global Optimization, 71(1), 91–113.

Optimal design of the seasonal influenza vaccine with manufacturing autonomy

INFORMS Journal on Computing, 30(2), 371–387.

Optimal production in a competitive market under yield uncertainty

OPTIMIZATION LETTERS, 12(7), 1487–1502.

A SCALABLE BOUNDING METHOD FOR MULTISTAGE STOCHASTIC PROGRAMS

SIAM JOURNAL ON OPTIMIZATION, 27(3), 1772–1800.

Deriving effective vaccine allocation strategies for pandemic influenza: Comparison of an agent-based simulation and a compartmental model

PLOS ONE, 12(2).

Note on Cournot Competition Under Yield Uncertainty

M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT, 19(2), 305–308.

Predicting future states in DotA 2 using value-split models of time series attribute data

ACM International Conference Proceeding Series, Part F130151.

Simulating triage of patients into an internal medicine department to validate the use of an optimization-based workload score

2017 winter simulation conference (wsc), 2881–2892.

Single-ratio fractional integer programs with stochastic right-hand sides

IISE TRANSACTIONS, 49(6), 579–592.

Optimal distribution of the influenza vaccine

2016 10th european conference on antennas and propagation (eucap), 2015-January, 1411–1420.

Simulation of triaging patients into an internal medicine department to validate the use of an optimization based workload score

2016 winter simulation conference (wsc), 0, 3708–3709.

Exact solution approach for a class of nonlinear bilevel knapsack problems

JOURNAL OF GLOBAL OPTIMIZATION, 61(2), 291–310.

Two-stage quadratic integer programs with stochastic right-hand sides

Mathematical Programming, 133(1-2), 121–158.

Optimizing the Societal Benefits of the Annual Influenza Vaccine: A Stochastic Programming Approach

OPERATIONS RESEARCH, 59(5), 1131–1143.

Predicting the solution time of branch-and-bound algorithms for mixed-integer programs

INFORMS Journal on Computing, 23(3), 392–403.

The bilevel knapsack problem with stochastic right-hand sides

Operations Research Letters, 38(4), 328–333.