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Timothy C. Y. Chan
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2020 – today
- 2024
- [j26]Timothy C. Y. Chan, Craig Fernandes, Albert Loa, Nathan Sandholtz:
Case Article - Moneyball for Murderball: Using Analytics to Construct Lineups in Wheelchair Rugby. INFORMS Trans. Educ. 24(2): 175-181 (2024) - [j25]Timothy C. Y. Chan, Craig Fernandes, Albert Loa, Nathan Sandholtz:
Case - Moneyball for Murderball: Using Analytics to Construct Lineups in Wheelchair Rugby. INFORMS Trans. Educ. 24(2): 182-183 (2024) - [c2]Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan:
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing. AAAI 2024: 22222-22230 - [i10]Timothy C. Y. Chan, Jangwon Park, Vahid Sarhangian:
Dynamic Transfer Policies for Parallel Queues. CoRR abs/2404.00543 (2024) - 2023
- [j24]Justin J. Boutilier, Timothy C. Y. Chan:
Introducing and Integrating Machine Learning in an Operations Research Curriculum: An Application-Driven Course. INFORMS Trans. Educ. 23(2): 64-83 (2023) - [i9]Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan:
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing. CoRR abs/2308.07580 (2023) - 2022
- [j23]Merve Bodur, Timothy C. Y. Chan, Ian Yihang Zhu:
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods. INFORMS J. Comput. 34(3): 1471-1488 (2022) - [j22]Danielle A. Ripsman, Thomas G. Purdie, Timothy C. Y. Chan, Houra Mahmoudzadeh:
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning. INFORMS J. Comput. 34(4): 2017-2038 (2022) - [j21]John R. Birge, Timothy C. Y. Chan, J. Michael Pavlin, Ian Yihang Zhu:
Spatial Price Integration in Commodity Markets with Capacitated Transportation Networks. Oper. Res. 70(3): 1739-1761 (2022) - [j20]Timothy C. Y. Chan, Maria Eberg, Katharina Förster, Claire Holloway, Luciano Ieraci, Yusuf Shalaby, Nasrin Yousefi:
An Inverse Optimization Approach to Measuring Clinical Pathway Concordance. Manag. Sci. 68(3): 1882-1903 (2022) - [j19]Justin J. Boutilier, Timothy C. Y. Chan:
Drone Network Design for Cardiac Arrest Response. Manuf. Serv. Oper. Manag. 24(5): 2407-2424 (2022) - [i8]Aaron Babier, Rafid Mahmood, Binghao Zhang, Victor Gabriel Leandro Alves, Ana Maria Barragán-Montero, Joel Beaudry, Carlos E. Cardenas S., Yankui Chang, Zijie Chen, Jaehee Chun, Kelly Diaz, Harold David Eraso, Erik Faustmann, Sibaji Gaj, Skylar S. Gay, Mary Gronberg, Bingqi Guo, Junjun He, Gerd Heilemann, Sanchit Hira, Yuliang Huang, Fuxin Ji, Dashan Jiang, Jean Carlo Jimenez Giraldo, Hoyeon Lee, Jun Lian, Shuolin Liu, Keng-Chi Liu, José Marrugo, Kentaro Miki, Kunio Nakamura, Tucker J. Netherton, Dan Nguyen, Hamidreza Nourzadeh, Alexander F. I. Osman, Zhao Peng, José Darío Quinto Muñoz, Christian Ramsl, Dong Joo Rhee, Juan David Rodriguez, Hongming Shan, Jeffrey V. Siebers, Mumtaz Hussain Soomro, Kay Sun, Andrés Usuga Hoyos, Carlos Valderrama, Rob Verbeek, Enpei Wang, Siri Willems, Qi Wu, Xuanang Xu, Sen Yang, Lulin Yuan, Simeng Zhu, Lukas Zimmermann, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan:
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines. CoRR abs/2202.08303 (2022) - [i7]Timothy C. Y. Chan, Simon Y. Huang, Vahid Sarhangian:
Dynamic Control of Service Systems with Returns: Application to Design of Post-Discharge Hospital Readmission Prevention Programs. CoRR abs/2203.00093 (2022) - [i6]Timothy C. Y. Chan, Bo Lin, Shoshanna Saxe:
A Machine Learning Approach to Solving Large Bilevel and Stochastic Programs: Application to Cycling Network Design. CoRR abs/2209.09404 (2022) - 2021
- [j18]Aaron Babier, Timothy C. Y. Chan, Taewoo Lee, Rafid Mahmood, Daria Terekhov:
An Ensemble Learning Framework for Model Fitting and Evaluation in Inverse Linear Optimization. INFORMS J. Optim. 3(2): 119-138 (2021) - [j17]Timothy C. Y. Chan, Craig Fernandes, Martin L. Puterman:
Points Gained in Football: Using Markov Process-Based Value Functions to Assess Team Performance. Oper. Res. 69(3): 877-894 (2021) - 2020
- [j16]Timothy C. Y. Chan, Neal Kaw:
Inverse optimization for the recovery of constraint parameters. Eur. J. Oper. Res. 282(2): 415-427 (2020) - [j15]Justin J. Boutilier, Timothy C. Y. Chan:
Ambulance Emergency Response Optimization in Developing Countries. Oper. Res. 68(5): 1315-1334 (2020) - [j14]Matthew G. Crowson, Jong Wook Lee, Amr Hamour, Rafid Mahmood, Aaron Babier, Vincent Lin, Debara L. Tucci, Timothy C. Y. Chan:
AutoAudio: Deep Learning for Automatic Audiogram Interpretation. J. Medical Syst. 44(9): 163 (2020) - [j13]Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood:
Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation. Oper. Res. Lett. 48(6): 744-751 (2020) - [i5]Matthew G. Crowson, Timothy C. Y. Chan:
Machine Learning as a Catalyst for Value-Based Health Care. CoRR abs/2005.07534 (2020) - [i4]Aaron Babier, Binghao Zhang, Rafid Mahmood, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan:
OpenKBP: The open-access knowledge-based planning grand challenge. CoRR abs/2011.14076 (2020)
2010 – 2019
- 2019
- [j12]Timothy C. Y. Chan, Taewoo Lee, Daria Terekhov:
Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit. Manag. Sci. 65(3): 1115-1135 (2019) - [j11]Timothy C. Y. Chan, Douglas Fearing:
Process Flexibility in Baseball: The Value of Positional Flexibility. Manag. Sci. 65(4): 1642-1666 (2019) - [i3]Aaron Babier, Rafid Mahmood, Andrea L. McNiven, Adam Diamant, Timothy C. Y. Chan:
The importance of evaluating the complete automated knowledge-based planning pipeline. CoRR abs/1910.14257 (2019) - 2018
- [j10]Timothy C. Y. Chan, Taewoo Lee:
Trade-off preservation in inverse multi-objective convex optimization. Eur. J. Oper. Res. 270(1): 25-39 (2018) - [j9]Timothy C. Y. Chan, Zuo-Jun Max Shen, Auyon Siddiq:
Robust Defibrillator Deployment Under Cardiac Arrest Location Uncertainty via Row-and-Column Generation. Oper. Res. 66(2): 358-379 (2018) - [c1]Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan:
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks. MLHC 2018: 484-499 - [i2]Rafid Mahmood, Aaron Babier, Adam Diamant, Timothy C. Y. Chan:
Interior Point Methods with Adversarial Networks. CoRR abs/1805.09293 (2018) - [i1]Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan:
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks. CoRR abs/1807.06489 (2018) - 2017
- [j8]Timothy C. Y. Chan, Philip Allen Mar:
Stability and Continuity in Robust Optimization. SIAM J. Optim. 27(2): 817-841 (2017) - 2016
- [j7]Timothy C. Y. Chan, Derya Demirtas, Roy H. Kwon:
Optimizing the Deployment of Public Access Defibrillators. Manag. Sci. 62(12): 3617-3635 (2016) - 2014
- [j6]Timothy C. Y. Chan, Houra Mahmoudzadeh, Thomas G. Purdie:
A robust-CVaR optimization approach with application to breast cancer therapy. Eur. J. Oper. Res. 238(3): 876-885 (2014) - [j5]Timothy C. Y. Chan, Tim Craig, Taewoo Lee, Michael B. Sharpe:
Generalized Inverse Multiobjective Optimization with Application to Cancer Therapy. Oper. Res. 62(3): 680-695 (2014) - 2013
- [j4]Timothy C. Y. Chan, Velibor V. Misic:
Adaptive and robust radiation therapy optimization for lung cancer. Eur. J. Oper. Res. 231(3): 745-756 (2013) - [j3]Timothy C. Y. Chan:
Deal or No Deal: A Spreadsheet Game to Introduce Decision Making Under Uncertainty. INFORMS Trans. Educ. 14(1): 53-60 (2013) - 2012
- [j2]Timothy C. Y. Chan, Justin A. Cho, David C. Novati:
Quantifying the Contribution of NHL Player Types to Team Performance. Interfaces 42(2): 131-145 (2012)
2000 – 2009
- 2008
- [j1]Thomas Bortfeld, Timothy C. Y. Chan, Alexei Trofimov, John N. Tsitsiklis:
Robust Management of Motion Uncertainty in Intensity-Modulated Radiation Therapy. Oper. Res. 56(6): 1461-1473 (2008)
Coauthor Index
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