Fan Zhang

Affiliations:
  • Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China
  • University of Nebraska-Lincoln, NE, USA (former)
  • University of New Mexico, Albuquerque, NM, USA (former)
  • Huazhong University of Science and Technology, China (PhD 2007)


According to our database1, Fan Zhang authored at least 113 papers between 2005 and 2024.

Collaborative distances:

Timeline

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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

On csauthors.net:

Bibliography

2024
FairMove: A Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles.
IEEE Trans. Mob. Comput., June, 2024

<i>STRmt</i>: A state transition based model for real-time crowd counting in a metro system.
Concurr. Comput. Pract. Exp., June, 2024

AGORA: Open More and Trust Less in Binary Verification Service.
CoRR, 2024

FMSYS: Fine-Grained Passenger Flow Monitoring in a Large-Scale Metro System Based on AFC Smart Card Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

GSPM: An Early Detection Approach to Sudden Abnormal Large Outflow in a Metro System.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Enhanced HMM Map Matching Model Based on Multiple Type Trajectories.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

MPRG: A Method for Parallel Road Generation Based on Trajectories of Multiple Types of Vehicles.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks.
ACM Trans. Sens. Networks, August, 2023

STP-TrellisNets+: Spatial-Temporal Parallel TrellisNets for Multi-Step Metro Station Passenger Flow Prediction.
IEEE Trans. Knowl. Data Eng., July, 2023

When mobility on demand meets vehicle electrification: a longitudinal study on evolution of city-scale ridesharing.
CCF Trans. Pervasive Comput. Interact., June, 2023

Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet.
IEEE Trans. Mob. Comput., April, 2023

Financial Data Collection Based on Big Data Intelligent Processing.
Int. J. Inf. Technol. Syst. Approach, 2023

2022
VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration.
IEEE Trans. Mob. Comput., 2022

Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning.
IEEE Trans. Mob. Comput., 2022

GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data.
IEEE Trans. Intell. Transp. Syst., 2022

A Two-Step Model for Predicting Travel Demand in Expanding Subways.
IEEE Trans. Intell. Transp. Syst., 2022

Nighttime Vitality and Its Relationship to Urban Diversity: An Exploratory Analysis in Shenzhen, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021
ViFi-MobiScanner: Observe Human Mobility via Vehicular Internet Service.
IEEE Trans. Intell. Transp. Syst., 2021

Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses.
ACM Trans. Intell. Syst. Technol., 2021

Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks.
IEEE Trans. Big Data, 2021

MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Towards Minimum Fleet for Ridesharing-Aware Mobility-on-Demand Systems.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Traffic simulation and impact analysis for alternative mobility services in the city of Shenzhen.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

2020
Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns.
ACM Trans. Intell. Syst. Technol., 2020

Extending Coverage of Stationary Sensing Systems with Mobile Sensing Systems for Human Mobility Modeling.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

RISC: Resource-Constrained Urban Sensing Task Scheduling Based on Commercial Fleets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

FairCharge: A Data-Driven Fairness-Aware Charging Recommendation System for Large-Scale Electric Taxi Fleets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

PrivateBus: Privacy Identification and Protection in Large-Scale Bus WiFi Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

CellRep: Usage Representativeness Modeling and Correction Based on Multiple City-Scale Cellular Networks.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

STP-TrellisNets: Spatial-Temporal Parallel TrellisNets for Metro Station Passenger Flow Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Analysis of subway passenger flow based on smart card data.
Proceedings of the 6th International Conference on Big Data Computing and Communications, 2020

2019
National-scale Traffic Model Calibration in Real Time with Multi-source Incomplete Data.
ACM Trans. Cyber Phys. Syst., 2019

CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data.
IEEE Trans. Big Data, 2019

sharedCharging: Data-Driven Shared Charging for Large-Scale Heterogeneous Electric Vehicle Fleets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

The effect of temporal sampling intervals on typical human mobility indicators obtained from mobile phone location data.
Int. J. Geogr. Inf. Sci., 2019

Vehicular mobility modeling based on heterogeneous sensor networks: poster abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Understanding real-time interaction in heterogeneous vehicular sensing: poster abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

tCharge - A fleet-oriented real-time charging scheduling system for electric taxi fleets: poster abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Fine-grained travel time sensing in heterogeneous mobile networks: poster abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Minimally Invasive Instrument Joint Design Based on Variable Stiffness of Transmission Efficiency.
Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

2018
Urban-Scale Human Mobility Modeling With Multi-Source Urban Network Data.
IEEE/ACM Trans. Netw., 2018

Real-Time Human Mobility Modeling with Multi-View Learning.
ACM Trans. Intell. Syst. Technol., 2018

Identifying stops from mobile phone location data by introducing uncertain segments.
Trans. GIS, 2018

SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

PrivateHunt: Multi-Source Data-Driven Dispatching in For-Hire Vehicle Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

coSense: Collaborative Urban-Scale Vehicle Sensing Based on Heterogeneous Fleets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

MultiCell: Urban Population Modeling Based on Multiple Cellphone Networks.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Understanding coupling dynamics of public transportation networks.
EPJ Data Sci., 2018

A real-time bus-subway transfer scheme recommendation systems.
Concurr. Comput. Pract. Exp., 2018

bCharge: Data-Driven Real-Time Charging Scheduling for Large-Scale Electric Bus Fleets.
Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

Flexible Express Bus Line Planning and Operating Based on Passenger Flow Analysis.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems.
IEEE Trans. Intell. Transp. Syst., 2017

Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data.
IEEE Trans. Intell. Transp. Syst., 2017

A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems.
IEEE Trans. Intell. Transp. Syst., 2017

A Traffic Flow Approach to Early Detection of Gathering Events: Comprehensive Results.
ACM Trans. Intell. Syst. Technol., 2017

Last-Mile Transit Service with Urban Infrastructure Data.
ACM Trans. Cyber Phys. Syst., 2017

CityLines: Hybrid Hub-and-Spoke Urban Transit System.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Data-driven inverse learning of passenger preferences in urban public transits.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A Real-Time Bus Transfer Scheme Recommendation Systems.
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017

Impact of Core Charging Station's Cease Operation in the Entire Charging Station System: A Case Study in Shenzhen.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

Understanding Battery Degradation Phenomenon in Real-Life Electric Vehicle Use Based on Big Data.
Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016
Spatiotemporal Segmentation of Metro Trips Using Smart Card Data.
IEEE Trans. Veh. Technol., 2016

Carpooling Service for Large-Scale Taxicab Networks.
ACM Trans. Sens. Networks, 2016

Group-Based Neighbor Discovery in Low-Duty-Cycle Mobile Sensor Networks.
IEEE Trans. Mob. Comput., 2016

ShenZhen transportation system (SZTS): a novel big data benchmark suite.
J. Supercomput., 2016

Real-Time Charging Station Recommendation System for Electric-Vehicle Taxis.
IEEE Trans. Intell. Transp. Syst., 2016

Heterogeneous Model Integration for Multi-Source Urban Infrastructure Data.
ACM Trans. Cyber Phys. Syst., 2016

Towards adaptable and tunable cloud-based map-matching strategy for GPS trajectories.
Frontiers Inf. Technol. Electron. Eng., 2016

PULSE: A Real Time System for Crowd Flow Prediction at Metropolitan Subway Stations.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

A traffic flow approach to early detection of gathering events.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

MultiCalib: national-scale traffic model calibration in real time with multi-source incomplete data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Characterizing On-Bus WiFi Passenger Behaviors by Approximate Search and Cluster Analysis.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

2015
Feeder: supporting last-mile transit with extreme-scale urban infrastructure data.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

An Approach for Map-Matching Strategy of GPS-Trajectories Based on the Locality of Road Networks.
Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015

SZTS: A Novel Big Data Transportation System Benchmark Suite.
Proceedings of the 44th International Conference on Parallel Processing, 2015

Growing the charging station network for electric vehicles with trajectory data analytics.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

UrbanCPS: a cyber-physical system based on multi-source big infrastructure data for heterogeneous model integration.
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.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

EveryoneCounts: Data-driven digital advertising with uncertain demand model in metro networks.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Thwarting Wi-Fi Side-Channel Analysis through Traffic Demultiplexing.
IEEE Trans. Wirel. Commun., 2014

Exploring human mobility with multi-source data at extremely large metropolitan scales.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Understanding temporal and spatial travel patterns of individual passengers by mining smart card data.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Analyzing passenger density for public bus: Inference of crowdedness and evaluation of scheduling choices.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Detecting illegal pickups of intercity buses from their GPS traces.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Understanding operational and charging patterns of Electric Vehicle taxis using GPS records.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Traffic condition matrix estimation via weighted Spatio-Temporal Compressive Sensing for unevenly-distributed and unreliable GPS data.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Mining freight truck's trip patterns from GPS data.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013
A Distributed TDMA Scheduling Algorithm for Target Tracking in Ultrasonic Sensor Networks.
IEEE Trans. Ind. Electron., 2013

coRide: carpool service with a win-win fare model for large-scale taxicab networks.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

A characterization of big data benchmarks.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Distributed Active Sensor Scheduling for Target Tracking in Ultrasonic Sensor Networks.
Mob. Networks Appl., 2012

Group-based discovery in low-duty-cycle mobile sensor networks.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Data perturbation with state-dependent noise for participatory sensing.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011
Inferring users' online activities through traffic analysis.
Proceedings of the Fourth ACM Conference on Wireless Network Security, 2011

Selective reference mechanism for neighbor discovery in low-duty-cycle wireless sensor networks.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Defending Against Traffic Analysis in Wireless Networks through Traffic Reshaping.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Distributed Saturation Degree Based TDMA Scheduling Algorithm for Target Tracking.
Proceedings of IEEE International Conference on Communications, 2011

2010
Experiments on autonomous mobile sensor control for target tracking.
Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

2009
Improvement of empirical mode decomposition under low sampling rate.
Signal Process., 2009

2008
An Indoor Sensor Network System for Pursuit-Evasion Games.
Proceedings of the MSN 2008, 2008

Reduce Time Synchronization Cost for High Latency and Resource-Constrained Sensor Networks.
Proceedings of the Seventh International Conference on Networking (ICN 2008), 2008

Block Size Estimation for Time-Sensitive Applications under Wireless Network Coding.
Proceedings of the Second International Conference on Future Generation Communication and Networking, 2008

2007
A New Modeling and Delay Analysis of IEEE 802.11 Distributed Coordination Function.
Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

Spread-Spectrum Watermark by Synthesizing Texture.
Proceedings of the Advances in Multimedia Information Processing, 2007

Delay Analysis of Single-hop Communication in Wireless Sensor Networks with Mobile Sink.
Proceedings of the Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), 2007

HLA-Based Network Simulation for Interactive Communication System.
Proceedings of the First Asia International Conference on Modelling and Simulation, 2007

High Capacity Watermarking in Nonedge Texture Under Statistical Distortion Constraint.
Proceedings of the Computer Vision, 2007

2006
Adaptive MAC Scheme Ready for Delay Assurances in Wireless Networks.
Proceedings of the Seventh International Conference on Parallel and Distributed Computing, 2006

2005
A Cluster-Based Energy-Efficient Scheme for Sensor Networks.
Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005


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