Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data.

[BibT_eX]

[DOI]

Jiexia Ye

Juanjuan Zhao

Furong Zheng

Cheng-Zhong Xu

Neural Comput. Appl., February, 2023

APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses.

[BibT_eX]

[DOI]

CoRR, 2023

Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks.

[BibT_eX]

[DOI]

CoRR, 2023

Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2023

AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., December, 2022

GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

CatCharger: Deploying In-Motion Wireless Chargers in a Metropolitan Road Network via Categorization and Clustering of Vehicle Traffic.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

CD-Guide: A Dispatching and Charging Approach for Electric Taxicabs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Distributed Data-Sharing Consensus in Cooperative Perception of Autonomous Vehicles.

[BibT_eX]

[DOI]

Chenxi Qiu

Sourabh Yadav

Anna Cinzia Squicciarini

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Ordis: A Dynamic Order-Dispatch Algorithm for Ridehailing and Ridesharing in a Large Region.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

TrafficAdaptor: an adaptive obfuscation strategy for vehicle location privacy against traffic flow aware attacks.

[BibT_eX]

[DOI]

Chenxi Qiu

Li Yan

Anna Cinzia Squicciarini

Juanjuan Zhao

Chengzhong Xu

Primal Pappachan

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

Multi-View TRGRU: Transformer based Spatiotemporal Model for Short-Term Metro Origin-Destination Matrix Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic traffic bottlenecks identification based on congestion diffusion model by influence maximization in metro-city scales.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2021

2020

Multi-View Graph Convolutional Networks for Relationship-Driven Stock Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Spatiotemporal Data Fusion in Graph Convolutional Networks for Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2020

Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

CD-Guide: A Reinforcement Learning based Dispatching and Charging Approach for Electric Taxicabs.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

MobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems.

[BibT_eX]

[DOI]

Proceedings of the Big Data - BigData 2020, 2020

2019

A Congestion Diffusion Model with Influence Maximization for Traffic Bottlenecks Identification in Metrocity Scales.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Employing Opportunistic Charging for Electric Taxicabs to Reduce Idle Time.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

2017

Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

Last-Mile Transit Service with Urban Infrastructure Data.

[BibT_eX]

[DOI]

Nikos Papanikolopoulos

ACM Trans. Cyber Phys. Syst., 2017

CatCharger: Deploying wireless charging lanes in a metropolitan road network through categorization and clustering of vehicle traffic.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016

Spatiotemporal Segmentation of Metro Trips Using Smart Card Data.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Heterogeneous Model Integration for Multi-Source Urban Infrastructure Data.

[BibT_eX]

[DOI]

ACM Trans. Cyber Phys. Syst., 2016

CatCharge: Deploying wireless charging lane in metropolitan scale through categorization and clustering of vehicle mobility.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

2015

Feeder: supporting last-mile transit with extreme-scale urban infrastructure data.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

UrbanCPS: a cyber-physical system based on multi-source big infrastructure data for heterogeneous model integration.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

coMobile: real-time human mobility modeling at urban scale using multi-view learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014

Understanding temporal and spatial travel patterns of individual passengers by mining smart card data.

[BibT_eX]

[DOI]

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013

A characterization of big data benchmarks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Juanjuan Zhao

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