paper-conference

Predicting Public Transportation Load to Estimate the Probability of Social Distancing Violations
Public transit agencies struggle to maintain transit accessibility with reduced resources, unreliable ridership data, reduced vehicle …
Juan Martinez, Ayan Mukhopadhyay Afiya Ayman, Michael Wilbur, Philip Pugliese, Dan Freudberg, Aron Laszka, Abhishek Dubey
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ReSonAte: A Runtime Risk Assessment Framework for Autonomous Systems
Autonomous Cyber-Physical Systems (CPSs) are often required to handle uncertainties and self-manage the system operation in response to …
Charles Hartsell, Shreyas Ramakrishna, Abhishek Dubey, Daniel Stojcsics, Nag Mahadevan, Gabor Karsai
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RT-METER: A Real-Time, Multi-Layer Cyber–Power Testbed for Resiliency Analysis
In this work, we present a Real-Time, Multi-layer cybEr–power TestbEd for the Resiliency analysis (RT-METER) to support power grid …
Hussain M. Mustafa, Mohini Bariya, K. S. Sajan, Ajay Chhokra, Anurag Srivastava, Abhishek Dubey, Alexandra von Meier, Gautam Biswas
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Transit-Gym: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems
Public transit is central to cultivating equitable communities. Meanwhile, the novel coronavirus disease COVID-19 and associated social …
Ruixiao Sun, Rongze Gui, Himanshu Neema, Yuche Chen, Juliette Ugirumurera, Joseph Severino, Philip Pugliese, Aron Laszka, Abhishek Dubey
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User-centric Distributed Route Planning in Smart Cities based on Multi-objective Optimization
The realization of edge-based cyber-physical systems (CPS) poses important challenges in terms of performance, robustness, security, …
Francis Tiausas, Jose Paolo Talusan, Yu Ishimaki, Hayato Yamana, Hirozumi Yamaguchi, Shameek Bhattacharjee, Abhishek Dubey, Keiichi Yasumoto, Sajal K. Das
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WildfireDB: An Open-Source Dataset ConnectingWildfire Spread with Relevant Determinants
Modeling fire spread is critical in fire risk management. Creating data-driven models to forecast spread remains challenging due to the …
Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel Kochenderfer, Ross Shachter, Abhishek Dubey
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Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
The number of emergencies have increased over the years with the growth in urbanization. This pattern has overwhelmed the emergency …
Yasas Senarath, Saideep Nannapaneni, Hemant Purohit, Abhishek Dubey
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Data-Driven Prediction of Route-Level Energy Use for Mixed-Vehicle Transit Fleets
Due to increasing concerns about environmental impact, operating costs, and energy security, public transit agencies are seeking to …
Afiya Ayman, Michael Wilbur, Amutheezan Sivagnanam, Philip Pugliese, Abhishek Dubey, Aron Laszka
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Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge
Deep Learning (DL) model-based AI services are increasingly offered in a variety of predictive analytics services such as computer …
Anirban Bhattacharjee, Ajay Dev Chhokra, Hongyang Sun, Shashank Shekhar, Aniruddha Gokhale, Gabor Karsai, Abhishek Dubey
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Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE
V. Sundar, S. Ramakrishna, Z. Rahiminasab, A. Easwaran, A. Dubey
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