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2020

A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors

Zhang, Y., Tao, S., Chen, W. & Apley, D. W., Jul 2 2020, In : Technometrics. 62, 3, p. 291-302 12 p.

Research output: Contribution to journalArticle

3 Scopus citations

A model of supply-chain decisions for resource sharing with an application to ventilator allocation to combat COVID-19

Mehrotra, S., Rahimian, H., Barah, M., Luo, F. & Schantz, K., Aug 1 2020, In : Naval Research Logistics. 67, 5, p. 303-320 18 p.

Research output: Contribution to journalArticle

Open Access

Analyzing client behavior in a syringe exchange program

Yang, H., Hu, Y. & Morton, D., Apr 2 2020, In : IISE Transactions on Healthcare Systems Engineering. 10, 2, p. 142-157 16 p.

Research output: Contribution to journalArticle

An enhanced logical benders approach for linear programs with complementarity constraints

Jara-Moroni, F., Mitchell, J. E., Pang, J. S. & Wächter, A., Aug 1 2020, In : Journal of Global Optimization. 77, 4, p. 687-714 28 p.

Research output: Contribution to journalArticle

An investigation of Newton-Sketch and subsampled Newton methods

Berahas, A. S., Bollapragada, R. & Nocedal, J., Jul 3 2020, In : Optimization Methods and Software. 35, 4, p. 661-680 20 p.

Research output: Contribution to journalArticle

1 Scopus citations

Assessing the stability of egocentric networks over time using the digital participant-aided sociogram tool Network Canvas

Hogan, B., Janulis, P. F., Phillips ii, G. L., Melville, J., Mustanski, B., Contractor, N. & Birkett, M., Jan 1 2020, (Accepted/In press) In : Network Science. p. 204-222 19 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables

Zhang, Y., Apley, D. W. & Chen, W., Dec 1 2020, In : Scientific reports. 10, 1, 4924.

Research output: Contribution to journalArticle

Open Access

Cost-effectiveness of lung MRI in lung cancer screening

Allen, B. D., Schiebler, M. L., Sommer, G., Kauczor, H. U., Biederer, J., Kruser, T. J., Carr, J. C. & Hazen, G., Mar 1 2020, In : European Radiology. 30, 3, p. 1738-1746 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

Density Deconvolution With Additive Measurement Errors Using Quadratic Programming

Yang, R., Apley, D. W., Staum, J. C. & Ruppert, D., Jan 1 2020, (Accepted/In press) In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Distributionally robust optimization with decision dependent ambiguity sets

Luo, F. & Mehrotra, S., Jan 1 2020, (Accepted/In press) In : Optimization Letters.

Research output: Contribution to journalArticle

Open Access

Evaluation of Accepting Kidneys of Varying Quality for Transplantation or Expedited Placement with Decision Trees

Kilambi, V., Bui, K., Hazen, G. B., Friedewald, J. J., Ladner, D. P., Kaplan, B. & Mehrotra, S., Jan 1 2020, (Accepted/In press) In : Transplantation. p. 980-989 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Fully-sequential space-filling design algorithms for computer experiments

Shang, B. & Apley, D. W., Jan 1 2020, (Accepted/In press) In : Journal of Quality Technology.

Research output: Contribution to journalArticle

Managing virtual appointments in chronic care

Bayram, A., Deo, S., Iravani, S. & Smilowitz, K., Jan 2 2020, In : IISE Transactions on Healthcare Systems Engineering. 10, 1, p. 1-17 17 p.

Research output: Contribution to journalArticle

Multiresolution Functional ANOVA for Large-Scale, Many-Input Computer Experiments

Sung, C. L., Wang, W., Plumlee, M. & Haaland, B., Apr 2 2020, In : Journal of the American Statistical Association. 115, 530, p. 908-919 12 p.

Research output: Contribution to journalArticle

Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework

Cedeno-Mieles, V., Hu, Z., Ren, Y., Deng, X., Adiga, A., Barrett, C., Contractor, N., Ekanayake, S., Epstein, J. M., Goode, B. J., Korkmaz, G., Kuhlman, C. J., Machi, D., Macy, M. W., Marathe, M. V., Ramakrishnan, N., Ravi, S. S., Saraf, P. & Self, N., Dec 1 2020, In : Social Network Analysis and Mining. 10, 1, 11.

Research output: Contribution to journalArticle

1 Scopus citations

Partially observable multistage stochastic programming

Dowson, O., Morton, D. P. & Pagnoncelli, B. K., Jul 2020, In : Operations Research Letters. 48, 4, p. 505-512 8 p.

Research output: Contribution to journalArticle

Patient Functional Status at Transplant and Its Impact on Posttransplant Survival of Adult Deceased-donor Kidney Recipients

Bui, K., Kilambi, V., Rodrigue, J. R. & Mehrotra, S., Jan 1 2020, (Accepted/In press) In : Transplantation. p. 1051-1063 13 p.

Research output: Contribution to journalArticle

6 Scopus citations

Potential for a logistics island to circumvent container port congestion in a constrained environment

Hyland, M., Bou-Mjahed, L., Mahmassani, H. S., Verbas, I. O., Xu, X. A., Smilowitz, K. & Johnson, B., Feb 2020, In : Transport Policy. 86, p. 50-59 10 p.

Research output: Contribution to journalArticle

Risk aversion to parameter uncertainty in Markov decision processes with an application to slow-onset disaster relief

Meraklı, M. & Küçükyavuz, S., Aug 2 2020, In : IISE Transactions. 52, 8, p. 811-831 21 p.

Research output: Contribution to journalArticle

Some Drawbacks of the Simes Test in the Group Sequential Setting

Tamhane, A. C., Gou, J. & Dmitrienko, A., Jan 1 2020, (Accepted/In press) In : Statistics in Biopharmaceutical Research.

Research output: Contribution to journalArticle

spc4sts: Statistical process control for stochastic textured surfaces in R

Bui, A. T. & Apley, D. W., Jan 1 2020, (Accepted/In press) In : Journal of Quality Technology.

Research output: Contribution to journalArticle

Subset selection for multiple linear regression via optimization

Park, Y. W. & Klabjan, D., Jul 1 2020, In : Journal of Global Optimization. 77, 3, p. 543-574 32 p.

Research output: Contribution to journalArticle

2019

A data-driven functionally robust approach for simultaneous pricing and order quantity decisions with unknown demand function

Hu, J., Li, J. & Mehrotra, S., Jan 1 2019, In : Operations Research. 67, 6, p. 1564-1585 22 p.

Research output: Contribution to journalArticle

A limited-memory quasi-Newton algorithm for bound-constrained non-smooth optimization

Keskar, N. & Wächter, A., Jan 2 2019, In : Optimization Methods and Software. 34, 1, p. 150-171 22 p.

Research output: Contribution to journalArticle

5 Scopus citations

An exploratory analysis approach for understanding variation in stochastic textured surfaces

Bui, A. T. & Apley, D. W., Sep 2019, In : Computational Statistics and Data Analysis. 137, p. 33-50 18 p.

Research output: Contribution to journalArticle

2 Scopus citations
Open Access
1 Scopus citations

A study of the lock-free tour problem and path-based reformulations

Başdere, M., Smilowitz, K. & Mehrotra, S., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Asymmetric risk and fuel neutrality in electricity capacity markets

Mays, J., Morton, D. P. & O’Neill, R. P., Nov 1 2019, In : Nature Energy. 4, 11, p. 948-956 9 p.

Research output: Contribution to journalArticle

3 Scopus citations

Cancer classification and pathway discovery using non-negative matrix factorization

Zeng, Z., Vo, A. H., Mao, C., Clare, S. E., Khan, S. A. & Luo, Y., Aug 2019, In : Journal of Biomedical Informatics. 96, 103247.

Research output: Contribution to journalArticle

2 Scopus citations
9 Scopus citations
Open Access
11 Scopus citations

Community Healthcare Network in Underserved Areas: Design, Mathematical Models, and Analysis

Cherkesly, M., Rancourt, M. È. & Smilowitz, K. R., Jul 1 2019, In : Production and Operations Management. 28, 7, p. 1716-1734 19 p.

Research output: Contribution to journalArticle

Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms

Rasmussen, L. V., Brandt, P. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Adekkanattu, P., Ancker, J. S., Wang, F., Xu, Z., Pathak, J. & Luo, Y., Jan 1 2019, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2019, p. 755-764 10 p.

Research output: Contribution to journalArticle

2 Scopus citations

Decarbonizing electricity requires re-evaluating capacity mechanisms

Mays, J., Morton, D. P. & O’Neill, R. P., Nov 1 2019, In : Nature Energy. 4, 11, p. 912-913 2 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Derivative-free optimization of noisy functions via quasi-Newton methods

Berahas, A. S., Byrd, R. H. & Nocedal, J., Jan 1 2019, In : SIAM Journal on Optimization. 29, 2, p. 965-993 29 p.

Research output: Contribution to journalArticle

4 Scopus citations

Detecting bias due to input modelling in computer simulation

Morgan, L. E., Nelson, B. L., Titman, A. C. & Worthington, D. J., Dec 16 2019, In : European Journal of Operational Research. 279, 3, p. 869-881 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Developing a portable natural language processing based phenotyping system

Sharma, H., Mao, C., Zhang, Y., Vatani, H., Yao, L., Zhong, Y., Rasmussen, L., Jiang, G., Pathak, J. & Luo, Y., Apr 4 2019, In : BMC Medical Informatics and Decision Making. 19, 78.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Discovering collaborators online: Assembling interdisciplinary teams online at an Argentinian University

Gómez-Zará, D., Andreoli, S., Dechurch, L. A. & Contractor, N. S., Jan 1 2019, In : Cuadernos.info. 44, p. 21-41 21 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations
8 Scopus citations

Efficient rare-event simulation for multiple jump events in regularly varying random walks and compound Poisson processes

Chen, B., Blanchet, J., Rhee, C. H. & Zwart, B., 2019, In : Mathematics of Operations Research. 44, 3, p. 919-942 24 p.

Research output: Contribution to journalArticle

1 Scopus citations

Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study

Adekkanattu, P., Jiang, G., Luo, Y., Kingsbury, P. R., Xu, Z., Rasmussen, L. V., Pacheco, J. A., Kiefer, R. C., Stone, D. J., Brandt, P. S., Yao, L., Zhong, Y., Deng, Y., Wang, F., Ancker, J. S., Campion, T. R. & Pathak, J., Jan 1 2019, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2019, p. 190-199 10 p.

Research output: Contribution to journalArticle

Exact and inexact subsampled Newton methods for optimization

Bollapragada, R., Byrd, R. H. & Nocedal, J., Jan 1 2019, In : IMA Journal of Numerical Analysis. 39, 2, p. 545-548 4 p.

Research output: Contribution to journalArticle

6 Scopus citations

Functional status-based risk–benefit analyses of high-KDPI kidney transplant versus dialysis

Bui, K., Kilambi, V. & Mehrotra, S., Dec 1 2019, In : Transplant International. 32, 12, p. 1297-1312 16 p.

Research output: Contribution to journalArticle

3 Scopus citations

Gaussian markov random fields for discrete optimization via simulation: Framework and algorithms

Salemi, P. L., Song, E., Nelson, B. L. & Staum, J., Jan 2019, In : Operations Research. 67, 1, p. 250-266 17 p.

Research output: Contribution to journalArticle

1 Scopus citations

Generalized integrated Brownian fields for simulation metamodeling

Salemi, P., Staum, J. & Nelson, B. L., 2019, In : Operations Research. 67, 3, p. 874-891 18 p.

Research output: Contribution to journalArticle

High-dimensional Varying Index Coefficient Models via Stein’s Identity

Na, S., Yang, Z., Wang, Z. & Kolar, M., Oct 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journalArticle

Identifying and visualizing part-to-part variation with spatially dense optical dimensional metrology data

Shi, Z., Apley, D. & Runger, G. C., Jan 1 2019, In : Journal of Quality Technology. 51, 1, p. 3-20 18 p.

Research output: Contribution to journalArticle