paper-conference

Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit
Vehicle routing problems (VRPs) can be divided into two major categories: offline VRPs, which consider a given set of trip requests to …
Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka
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Neural Architecture and Feature Search for Predicting the Ridership of Public Transportation Routes
Accurately predicting the ridership of public-transit routes provides substantial benefits to both transit agencies, who can dispatch …
Afiya Ayman, Juan Martinez, Philip Pugliese, Abhishek Dubey, Aron Laszka
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Designing Decision Support Systems for Emergency Response: Challenges and Opportunities
Designing effective emergency response management (ERM) systems to respond to incidents such as road accidents is a major problem faced …
G. Pettet, H. Baxter, S. Vazirizade, H. Purohit, M. Ma, A. Mukhopadhyay, A. Dubey
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An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services
Many transit agencies operating paratransit and microtransit services have to respond to trip requests that arrive in real-time, which …
Michael Wilbur, Salah Kadir, Youngseo Kim, Geoffrey Pettet, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey
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Anomaly based Incident Detection in Large Scale Smart Transportation Systems
Modern smart cities are focusing on smart transportation solutions to detect and mitigate the effects of various traffic incidents in …
Jaminur Islam, Jose Paolo Talusan, Shameek Bhattacharjee, Francis Tiausas, Sayyed Mohsen Vazirizade, Abhishek Dubey, Keiichi Yasumoto, Sajal Das
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Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems
Autonomous Cyber-Physical Systems must often operate under uncertainties like sensor degradation and distribution shifts in the …
Shreyas Ramakrishna, Baiting Luo, Yogesh Barve, Gabor Karsai, Abhishek Dubey
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A modular approach for integrating data science concepts into multiple undergraduate STEM+ C courses
Brendan McLoughlin, Sambridhi Bhandari, Erin Henrick, Erin Hotchkiss, Manoj Jha, Steven Jiang, Emily Kern, Landon Marston, Christopher Vanags, Caitlin Snyder, others
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ANTI-CARLA: An Adversarial Testing Framework for Autonomous Vehicles in CARLA
Despite recent advances in autonomous driving systems, accidents such as the fatal Uber crash in 2018 show these systems are still …
Shreyas Ramakrishna, Baiting Luo, Christopher B. Kuhn, Gabor Karsai, Abhishek Dubey
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Automating Pattern Selection for Assurance Case Development for Cyber-Physical Systems
Assurance Cases are increasingly being required for regulatory acceptance of Cyber-Physical Systems. However, the ever-increasing …
Shreyas Ramakrishna, Hyunjee Jin, Abhishek Dubey, Arun Ramamurthy
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E-Transit-Bench: Simulation Platform for Analyzing Electric Public Transit Bus Fleet Operations
When electrified transit systems make grid aware choices, improved social welfare is achieved by reducing grid stress, reducing system …
Rishav Sen, Alok Kumar Bharati, Seyedmehdi Khaleghian, Malini Ghosal, Michael Wilbur, Toan Tran, Philip Pugliese, Mina Sartipi, Himanshu Neema, Abhishek Dubey
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