Biblio
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2017. Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport. IEEE Transactions on Big Data. 3:126–139.
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2017. Mining the Most Influential $ k $-Location Set From Massive Trajectories. IEEE Transactions on Big Data. PP:1-14.
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2017. Scalable User-Substation Assignment with Big Data from Power Grids. IEEE Transactions on Big Data. PP:1-14.
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2017. Querying Massive Trajectories by Path on the Cloud. 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2017). :1–4.
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2017. Forecasting Gathering Events through Continuous Destination Prediction on Big Trajectory Data. 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2017). :1–10.
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2017. CityLines: Hybrid Hub-and-Spoke Urban Transit System. 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2017). :1–4.
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2017. Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data. The 33rd International Conference on Data Engineering (ICDE 2017). :1–12.
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2017. Data-driven inverse learning of passenger preferences in urban public transits. The 56th IEEE Conference on Decision and Control (CDC 2017). :1–6.
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2017. REC: Predictable Charging Scheduling for Electric Taxi Fleets. IEEE Real-Time Systems Symposium (RTSS 2017). :1–10.
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2017. Planning bike lanes based on Sharing-bike’s trajectories. the 23th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2017). :1–10.
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Submitted. Received signal strength indicator-based decentralised control for robust long-range aerial networking using directional antennas. IET Control Theory and Applications. 11:1838-1847}year={2017.
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2016. Deep value of information estimators for collaborative human-machine information gathering. Cyber-Physical Systems (ICCPS), 2016 ACM/IEEE 7th International Conference on. :1–10.
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2016. Data-driven persistent monitoring of Indoor Air Systems. Proceedings of the ASHRAE IAQ 2016 Defining Indoor Air Quality: Policy, Standards and Best Practices.
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2016. Damage Detection of Bridge Network With Spatiotemporal Pattern Network. ASME 2016 Dynamic Systems and Control Conference. :V001T12A003–V001T12A003.
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2016. Data driven exploration of traffic network system dynamics using high resolution probe data. Decision and Control (CDC), 2016 IEEE 55th Conference on. :7629–7634.
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2017. Data-driven root-cause analysis for distributed system anomalies. Proceedings of IEEE Conference on Decision and Control, (Melbourne, Australia).
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2017. Traffic System Anomaly Detection using Spatiotemporal Pattern Networks. Proceedings of the 2nd ACM SIGKDD Workshop on Machine Learning for Prognostics & Health Management. (Halifax, NS, Canada).
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2017. Traffic sensor health monitoring using spatiotemporal graphical modeling. Proceedings of the 2nd ACM SIGKDD Workshop on Machine Learning for Prognostics & Health Management. (Halifax, NS, Canada).
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2016. An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed CPS. Cyber-Physical Systems (ICCPS), 2016 ACM/IEEE 7th International Conference on. :1–10.
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2016. Bridge damage detection using spatiotemporal patterns extracted from dense sensor network. Measurement Science and Technology. 28:014011.
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2017. Energy Prediction using Spatiotemporal Pattern Networks. arXiv preprint arXiv:1702.01125, Accepted for Applied Energy.
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2015. Control Barrier Certificates for Safe Swarm Behavior. {IFAC} Conference on Analysis and Design of Hybrid Systems.
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2016. Safety Barrier Certificates for Heterogeneous Multi-Robot Systems. American Control Conference.
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2016. Multi-objective Compositions for Collision-Free Connectivity Maintenance in Teams of Mobile Robots. {IEEE} Conference on Decision and Control.
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2017. The Robotarium: A Remotely Accessible Swarm Robotics Research Testbed. {IEEE} International Conference on Robotics and Automation.