Timothy C. Y. Chan

According to our database, Timothy C. Y. Chan authored at least 37 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Case - Moneyball for Murderball: Using Analytics to Construct Lineups in Wheelchair Rugby.

Timothy C. Y. Chan, Craig Fernandes, Albert Loa, Nathan Sandholtz

INFORMS Trans. Educ., 2024

Case Article - Moneyball for Murderball: Using Analytics to Construct Lineups in Wheelchair Rugby.

Timothy C. Y. Chan, Craig Fernandes, Albert Loa, Nathan Sandholtz

INFORMS Trans. Educ., 2024

Exact sensitivity analysis of Markov reward processes via algebraic geometry.

Timothy C. Y. Chan, Muhammad Maaz

CoRR, 2024

Dynamic Transfer Policies for Parallel Queues.

Timothy C. Y. Chan, Jangwon Park, Vahid Sarhangian

CoRR, 2024

AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing.

Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Introducing and Integrating Machine Learning in an Operations Research Curriculum: An Application-Driven Course.

Justin J. Boutilier, Timothy C. Y. Chan

INFORMS Trans. Educ., 2023

2022

Drone Network Design for Cardiac Arrest Response.

Justin J. Boutilier, Timothy C. Y. Chan

Manuf. Serv. Oper. Manag., 2022

An Inverse Optimization Approach to Measuring Clinical Pathway Concordance.

Timothy C. Y. Chan, Maria Eberg, Katharina Förster, Claire Holloway, Luciano Ieraci, Yusuf Shalaby, Nasrin Yousefi

Manag. Sci., 2022

Spatial Price Integration in Commodity Markets with Capacitated Transportation Networks.

John R. Birge, Timothy C. Y. Chan, J. Michael Pavlin, Ian Yihang Zhu

Oper. Res., 2022

Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning.

Danielle A. Ripsman, Thomas G. Purdie, Timothy C. Y. Chan, Houra Mahmoudzadeh

INFORMS J. Comput., 2022

Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods.

Merve Bodur, Timothy C. Y. Chan, Ian Yihang Zhu

INFORMS J. Comput., 2022

A Machine Learning Approach to Solving Large Bilevel and Stochastic Programs: Application to Cycling Network Design.

Timothy C. Y. Chan, Bo Lin, Shoshanna Saxe

CoRR, 2022

Dynamic Control of Service Systems with Returns: Application to Design of Post-Discharge Hospital Readmission Prevention Programs.

Timothy C. Y. Chan, Simon Y. Huang, Vahid Sarhangian

CoRR, 2022

OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines.

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

CoRR, 2022

2021

An Ensemble Learning Framework for Model Fitting and Evaluation in Inverse Linear Optimization.

Aaron Babier, Timothy C. Y. Chan, Taewoo Lee, Rafid Mahmood, Daria Terekhov

INFORMS J. Optim., January, 2021

Points Gained in Football: Using Markov Process-Based Value Functions to Assess Team Performance.

Timothy C. Y. Chan, Craig Fernandes, Martin L. Puterman

Oper. Res., 2021

2020

Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation.

Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood

Oper. Res. Lett., 2020

AutoAudio: Deep Learning for Automatic Audiogram Interpretation.

Matthew G. Crowson, Jong Wook Lee, Amr Hamour, Rafid Mahmood, Aaron Babier, Vincent Lin, Debara L. Tucci, Timothy C. Y. Chan

J. Medical Syst., 2020

Ambulance Emergency Response Optimization in Developing Countries.

Justin J. Boutilier, Timothy C. Y. Chan

Oper. Res., 2020

Inverse optimization for the recovery of constraint parameters.

Timothy C. Y. Chan, Neal Kaw

Eur. J. Oper. Res., 2020

OpenKBP: The open-access knowledge-based planning grand challenge.

Aaron Babier, Binghao Zhang, Rafid Mahmood, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan

CoRR, 2020

Machine Learning as a Catalyst for Value-Based Health Care.

Matthew G. Crowson, Timothy C. Y. Chan

CoRR, 2020

2019

Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit.

Timothy C. Y. Chan, Taewoo Lee, Daria Terekhov

Manag. Sci., 2019

Process Flexibility in Baseball: The Value of Positional Flexibility.

Timothy C. Y. Chan, Douglas Fearing

Manag. Sci., 2019

The importance of evaluating the complete automated knowledge-based planning pipeline.

Aaron Babier, Rafid Mahmood, Andrea L. McNiven, Adam Diamant, Timothy C. Y. Chan

CoRR, 2019

2018

Robust Defibrillator Deployment Under Cardiac Arrest Location Uncertainty via Row-and-Column Generation.

Timothy C. Y. Chan, Zuo-Jun Max Shen, Auyon Siddiq

Oper. Res., 2018

Trade-off preservation in inverse multi-objective convex optimization.

Timothy C. Y. Chan, Taewoo Lee

Eur. J. Oper. Res., 2018

Interior Point Methods with Adversarial Networks.

Rafid Mahmood, Aaron Babier, Adam Diamant, Timothy C. Y. Chan

CoRR, 2018

Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks.

Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan

Proceedings of the Machine Learning for Healthcare Conference, 2018

2017

Stability and Continuity in Robust Optimization.

Timothy C. Y. Chan, Philip Allen Mar

SIAM J. Optim., 2017

2016

Optimizing the Deployment of Public Access Defibrillators.

Timothy C. Y. Chan, Derya Demirtas, Roy H. Kwon

Manag. Sci., 2016

2014

Generalized Inverse Multiobjective Optimization with Application to Cancer Therapy.

Timothy C. Y. Chan, Tim Craig, Taewoo Lee, Michael B. Sharpe

Oper. Res., 2014

A robust-CVaR optimization approach with application to breast cancer therapy.

Timothy C. Y. Chan, Houra Mahmoudzadeh, Thomas G. Purdie

Eur. J. Oper. Res., 2014

2013

Deal or No Deal: A Spreadsheet Game to Introduce Decision Making Under Uncertainty.

Timothy C. Y. Chan

INFORMS Trans. Educ., 2013

Adaptive and robust radiation therapy optimization for lung cancer.

Timothy C. Y. Chan, Velibor V. Misic

Eur. J. Oper. Res., 2013

2012

Quantifying the Contribution of NHL Player Types to Team Performance.

Timothy C. Y. Chan, Justin A. Cho, David C. Novati

Interfaces, 2012

2008

Robust Management of Motion Uncertainty in Intensity-Modulated Radiation Therapy.

Thomas Bortfeld, Timothy C. Y. Chan, Alexei Trofimov, John N. Tsitsiklis

Oper. Res., 2008