Zhenlong Li

Orcid: 0000-0002-8938-5466

According to our database1, Zhenlong Li authored at least 87 papers between 2008 and 2024.

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Bibliography

2024
Deep learning for spatiotemporal forecasting in Earth system science: a review.
Int. J. Digit. Earth, December, 2024

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review.
Int. J. Digit. Earth, December, 2024

SGWR: similarity and geographically weighted regression.
Int. J. Geogr. Inf. Sci., July, 2024

Construction and Analysis of Driver Takeover Behavior Modes Based on Situation Awareness Theory.
IEEE Trans. Intell. Veh., February, 2024

Towards real-world traffic prediction and data imputation: A multi-task pretraining and fine-tuning approach.
Inf. Sci., February, 2024

A Sensor-Based Simulation Method for Spatiotemporal Event Detection.
ISPRS Int. J. Geo Inf., 2024

Comparative Analysis of Human Mobility Patterns: Utilizing Taxi and Mobile (SafeGraph) Data to Investigate Neighborhood-Scale Mobility in New York City.
CoRR, 2024

Beyond Words: Evaluating Large Language Models in Transportation Planning.
CoRR, 2024

LLM-Find: An Autonomous GIS Agent Framework for Geospatial Data Retrieval.
CoRR, 2024

Automated Floodwater Depth Estimation Using Large Multimodal Model for Rapid Flood Mapping.
CoRR, 2024

2023
Autonomous GIS: the next-generation AI-powered GIS.
Int. J. Digit. Earth, December, 2023

Embracing geospatial analytical technologies in tourism studies.
J. Inf. Technol. Tour., June, 2023

Revealing geographic transmission pattern of COVID-19 using neighborhood-level simulation with human mobility data and SEIR model: A case study of South Carolina.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

ST-A-PGCL: Spatiotemporal adaptive periodical graph contrastive learning for traffic prediction under real scenarios.
Knowl. Based Syst., 2023

Using geospatial social media data for infectious disease studies: a systematic review.
Int. J. Digit. Earth, 2023

2022
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users.
Comput. Environ. Urban Syst., 2022

Exploring the spatial disparity of home-dwelling time patterns in the USA during the COVID-19 pandemic via Bayesian inference.
Trans. GIS, 2022

Deep Learning of High-Resolution Aerial Imagery for Coastal Marsh Change Detection: A Comparative Study.
ISPRS Int. J. Geo Inf., 2022

Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation.
Int. J. Geogr. Inf. Sci., 2022

Modeling drivers' acceptance of augmented reality head-up display in connected environment.
Displays, 2022

An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models.
CoRR, 2022

An optimal sensors-based simulation method for spatiotemporal event detection.
CoRR, 2022

Human mobility and COVID-19 transmission: a systematic review and future directions.
Ann. GIS, 2022

Social media mining under the COVID-19 context: Progress, challenges, and opportunities.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Global Perception of Telemedicine before and after COVID-19 : A Text Mining Analysis.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents.
Trans. GIS, 2021

Simulating multi-exit evacuation using deep reinforcement learning.
Trans. GIS, 2021

Spatiotemporal Patterns of Human Mobility and Its Association with Land Use Types during COVID-19 in New York City.
ISPRS Int. J. Geo Inf., 2021

Social distance integrated gravity model for evacuation destination choice.
Int. J. Digit. Earth, 2021

The characteristics of multi-source mobility datasets and how they reveal the luxury nature of social distancing in the U.S. during the COVID-19 pandemic.
Int. J. Digit. Earth, 2021

Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges.
Int. J. Digit. Earth, 2021

ODT FLOW: A Scalable Platform for Extracting, Analyzing, and Sharing Multi-source Multi-scale Human Mobility.
CoRR, 2021

Measuring Place Connectivity Using Big Social Media Data.
CoRR, 2021

Effects of Cooperative Vehicle Infrastructure System on driver's attention with different personal attribute.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020
Local motion simulation using deep reinforcement learning.
Trans. GIS, 2020

Energy Efficient Scheduling of Servers with Multi-Sleep Modes for Cloud Data Center.
IEEE Trans. Cloud Comput., 2020

Prototyping a Social Media Flooding Photo Screening System Based on Deep Learning.
ISPRS Int. J. Geo Inf., 2020

Introduction to Big Data Computing for Geospatial Applications.
ISPRS Int. J. Geo Inf., 2020

Time-Series Clustering for Home Dwell Time during COVID-19: What Can We Learn from It?
ISPRS Int. J. Geo Inf., 2020

Random forest-based feature selection and detection method for drunk driving recognition.
Int. J. Distributed Sens. Networks, 2020

SOVAS: a scalable online visual analytic system for big climate data analysis.
Int. J. Geogr. Inf. Sci., 2020

Spatiotemporal event detection: a review.
Int. J. Digit. Earth, 2020

Taking the pulse of COVID-19: a spatiotemporal perspective.
Int. J. Digit. Earth, 2020

Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture.
Int. J. Digit. Earth, 2020

Towards real-time population estimates: introducing Twitter daily estimates of residents and non-residents at the county level.
CoRR, 2020

ODT Flow Explorer: Extract, Query, and Visualize Human Mobility.
CoRR, 2020

Twitter, human mobility, and COVID-19.
CoRR, 2020

Choosing an appropriate training set size when using existing data to train neural networks for land cover segmentation.
Ann. GIS, 2020

Translating Multispectral Imagery to Nighttime Imagery via Conditional Generative Adversarial Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Topic modeling and sentiment analysis of global climate change tweets.
Soc. Netw. Anal. Min., 2019

An Efficient Framework for Remote Sensing Parallel Processing: Integrating the Artificial Bee Colony Algorithm and Multiagent Technology.
Remote. Sens., 2019

Novel Identity-Based Hash Proof System with Compact Master Public Key from Lattices in the Standard Model.
Int. J. Found. Comput. Sci., 2019

Effects of Different Alcohol Dosages on Steering Behavior in Curve Driving.
Hum. Factors, 2019

Introduction to social sensing and big data computing for disaster management.
Int. J. Digit. Earth, 2019

A visual-textual fused approach to automated tagging of flood-related tweets during a flood event.
Int. J. Digit. Earth, 2019

Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions.
CoRR, 2019

An Evaluation of Geotagged Twitter Data during Hurricane Irma Using Sentiment Analysis and Topic Modeling for Disaster Resilience.
Proceedings of the 2019 IEEE International Symposium on Technology and Society, 2019

High-resolution population grid in the CONUS using microsoft building footprints: a feasibility study.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Geospatial Humanities, 2019

2018
Reconstructing Flood Inundation Probability by Enhancing Near Real-Time Imagery With Real-Time Gauges and Tweets.
IEEE Trans. Geosci. Remote. Sens., 2018

A general-purpose framework for parallel processing of large-scale LiDAR data.
Int. J. Digit. Earth, 2018

A geospatial hybrid cloud platform based on multi-sourced computing and model resources for geosciences.
Int. J. Digit. Earth, 2018

Modeling drivers' memory of daily repetitive stimuli in traffic scenes.
Cogn. Technol. Work., 2018

A near real-time flood-mapping approach by integrating social media and post-event satellite imagery.
Ann. GIS, 2018

Measuring Inter-city Network Using Digital Footprints from Twitter Users.
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2018

2017
Building Model as a Service to support geosciences.
Comput. Environ. Urban Syst., 2017

A high performance query analytical framework for supporting data-intensive climate studies.
Comput. Environ. Urban Syst., 2017

Performance analysis of K-nearest neighbor, support vector machine, and artificial neural network classifiers for driver drowsiness detection with different road geometries.
Int. J. Distributed Sens. Networks, 2017

A spatiotemporal indexing approach for efficient processing of big array-based climate data with MapReduce.
Int. J. Geogr. Inf. Sci., 2017

Big Data and cloud computing: innovation opportunities and challenges.
Int. J. Digit. Earth, 2017

The impact of MTUP to explore online trajectories for human mobility studies.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017

2016
Automatic Scaling Hadoop in the Cloud for Efficient Process of Big Geospatial Data.
ISPRS Int. J. Geo Inf., 2016

Lowering Down the Cost for Green Cloud Data Centers by Using ESDs and Energy Trading.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Planning for green cloud data centers using sustainable energy.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015
Towards an Esox lucius inspired multimodal robotic fish.
Sci. China Inf. Sci., 2015

2012
Geospatial Service Web: towards integrated cyberinfrastructure for GIScience.
Geo spatial Inf. Sci., 2012

2011
Using spatial principles to optimize distributed computing for enabling the physical science discoveries.
Proc. Natl. Acad. Sci. USA, 2011

Semantic-based web service discovery and chaining for building an Arctic spatial data infrastructure.
Comput. Geosci., 2011

Evolutionary game of driver response to variable message signs' information.
Proceedings of the IEEE International Conference on Systems, 2011

A robust vehicle queuing and dissipation detection method based on two cameras.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Traffic flow characteristic analysis at intersections from multi-layer spectral clustering of motion patterns using raw vehicle trajectory.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2009
Emotion modeling of the driver based on fuzzy logic.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

Yawning detection for monitoring driver fatigue based on two cameras.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

A Study of the Cooperation Control of Two Adjacent Intersections Based on N.B.S. Game Q-Learning Algorithm.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Research of Chang'an Street Coordinated Fuzzy Control Based on Traffic Flow Forecasting.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Camshift-Based Real-Time Multiple Vehicle Tracking for Visual Traffic Surveillance.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
The Design of Web-Based Personal Collaborative Learning System (WBPCLS) for Computer Science Courses.
Proceedings of the Advances in Web Based Learning, 2008

Optimal Coordination of Variable Speed Control and Ramp Metering Based on Stackelberg Game.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008


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