Research Output

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

Listwise learning to rank by exploring unique ratings

Zhu, X. & Klabjan, D., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 798-806 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

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

On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables

Wei, L., Gómez, A. & Küçükyavuz, S., Jan 1 2020, Integer Programming and Combinatorial Optimization - 21st International Conference, IPCO 2020, Proceedings. Bienstock, D. & Zambelli, G. (eds.). Springer, p. 433-447 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12125 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Technometrics 2019 Editor's Report

Apley, D., Jan 2 2020, In : Technometrics. 62, 1, p. 1-5 5 p.

Research output: Contribution to journalEditorial

Open Access

The author's reply: Improving functional status reporting may save patient lives and reduce kidney discard

Mehrotra, S., Jan 1 2020, (Accepted/In press) In : Transplantation. p. E60

Research output: Contribution to journalLetter

2019

Accelerating nonconvex learning via replica exchange Langevin diffusion

Chen, Y., Chen, J., Dong, J., Peng, J. & Wang, Z., Jan 1 2019.

Research output: Contribution to conferencePaper

A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning

Lin, Y., Zhang, K., Yang, Z., Wang, Z., Basar, T., Sandhu, R. & Liu, J., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5562-5567 6 p. 9029257. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Activation Ensembles for Deep Neural Networks

Klabjan, D. & Harmon, M., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 206-214 9 p. 9006069. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

A new framework for parallel ranking & selection using an adaptive standard

Pei, L., Nelson, B. L. & Hunter, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2201-2212 12 p. 8632457. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 Spline-Based Method for Modelling and Generating A Nonhomogeneous Poisson Process

Morgan, L. E., Nelson, B. L., Titman, A. C. & Worthington, D. J., Dec 2019, 2019 Winter Simulation Conference, WSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 356-367 12 p. 9004867. (Proceedings - Winter Simulation Conference; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

A Team Based Player Versus Player Recommender Systems Framework for Player Improvement

Joshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Ravari, Y. N., Klabjan, D., Sifa, R., Parsaeian, A., Drachen, A. & Demediuk, S., Jan 29 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. Association for Computing Machinery, a45. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Author Correction: Prior shared success predicts victory in team competitions (Nature Human Behaviour, (2019), 3, 1, (74-81), 10.1038/s41562-018-0460-y)

Mukherjee, S., Huang, Y., Neidhardt, J., Uzzi, B. & Contractor, N., Apr 1 2019, In : Nature human behaviour. 3, 4, 1 p.

Research output: Contribution to journalComment/debate

Open Access

Better input modeling via model averaging

Jiang, W. X. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1575-1586 12 p. 8632239. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M. E., Starren, J. B., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. G. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Comparing utility-based and network-based approaches in modeling customer preferences for engineering design

Sha, Z., Bi, Y., Wang, M., Stathopoulos, A., Contractor, N., Fu, Y. & Chen, W., Jan 1 2019, In : Proceedings of the International Conference on Engineering Design, ICED. 2019-August, p. 3831-3840 10 p.

Research output: Contribution to journalConference article

Open Access
1 Scopus citations

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

Data-driven dynamic network modeling for analyzing the evolution of product competitions

Xie, J., Bi, Y., Sha, Z., Wang, M., Fu, Y., Contractor, N., Gong, L. & Chen, W., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution