Timothy C. Y. Chan

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 32

Top Topics

Robust Optimization

Radiation Therapy

Treatment Planning

Top Venues

Eur. J. Oper. Res.

Publications

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) (2024)
Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing. AAAI (2024)
Timothy C. Y. Chan, Jangwon Park, Vahid Sarhangian
Dynamic Transfer Policies for Parallel Queues. CoRR (2024)
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) (2024)
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) (2023)
Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing. CoRR (2023)
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) (2022)
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) (2022)
Merve Bodur, Timothy C. Y. Chan, Ian Yihang Zhu
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods. INFORMS J. Comput. 34 (3) (2022)
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 (2022)
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 (2022)
Justin J. Boutilier, Timothy C. Y. Chan
Drone Network Design for Cardiac Arrest Response. Manuf. Serv. Oper. Manag. 24 (5) (2022)
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) (2022)
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 (2022)
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) (2021)
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) (2021)
Justin J. Boutilier, Timothy C. Y. Chan
Ambulance Emergency Response Optimization in Developing Countries. Oper. Res. 68 (5) (2020)
Matthew G. Crowson, Timothy C. Y. Chan
Machine Learning as a Catalyst for Value-Based Health Care. CoRR (2020)
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) (2020)
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) (2020)
Timothy C. Y. Chan, Neal Kaw
Inverse optimization for the recovery of constraint parameters. Eur. J. Oper. Res. 282 (2) (2020)
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 (2020)
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 (2019)
Timothy C. Y. Chan, Taewoo Lee, Daria Terekhov
Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit. Manag. Sci. 65 (3) (2019)
Timothy C. Y. Chan, Douglas Fearing
Process Flexibility in Baseball: The Value of Positional Flexibility. Manag. Sci. 65 (4) (2019)
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) (2018)
Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks. CoRR (2018)
Timothy C. Y. Chan, Taewoo Lee
Trade-off preservation in inverse multi-objective convex optimization. Eur. J. Oper. Res. 270 (1) (2018)
Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks. MLHC (2018)
Rafid Mahmood, Aaron Babier, Adam Diamant, Timothy C. Y. Chan
Interior Point Methods with Adversarial Networks. CoRR (2018)
Timothy C. Y. Chan, Philip Allen Mar
Stability and Continuity in Robust Optimization. SIAM J. Optim. 27 (2) (2017)
Timothy C. Y. Chan, Derya Demirtas, Roy H. Kwon
Optimizing the Deployment of Public Access Defibrillators. Manag. Sci. 62 (12) (2016)
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) (2014)
Timothy C. Y. Chan, Tim Craig, Taewoo Lee, Michael B. Sharpe
Generalized Inverse Multiobjective Optimization with Application to Cancer Therapy. Oper. Res. 62 (3) (2014)
Timothy C. Y. Chan
Deal or No Deal: A Spreadsheet Game to Introduce Decision Making Under Uncertainty. INFORMS Trans. Educ. 14 (1) (2013)
Timothy C. Y. Chan, Velibor V. Misic
Adaptive and robust radiation therapy optimization for lung cancer. Eur. J. Oper. Res. 231 (3) (2013)
Timothy C. Y. Chan, Justin A. Cho, David C. Novati
Quantifying the Contribution of NHL Player Types to Team Performance. Interfaces 42 (2) (2012)
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) (2008)