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Journal Articles
- 2024
[j54]Mohammad Naser Lessani, Zhenlong Li:
SGWR: similarity and geographically weighted regression. Int. J. Geogr. Inf. Sci. 38(7): 1232-1255 (2024)- [j53]Yuqin Jiang
, Andrey A. Popov, Zhenlong Li, Michael E. Hodgson, Binghu Huang:
A Sensor-Based Simulation Method for Spatiotemporal Event Detection. ISPRS Int. J. Geo Inf. 13(5): 141 (2024) - [j52]Yansong Qu, Zhenlong Li, Xiaohua Zhao, Jushang Ou:
Towards real-world traffic prediction and data imputation: A multi-task pretraining and fine-tuning approach. Inf. Sci. 657: 119972 (2024) - [j51]Haolin Chen, Xiaohua Zhao, Zhenlong Li, Qiang Fu, Qiuhong Wang, Libo Zhao:
Construction and Analysis of Driver Takeover Behavior Modes Based on Situation Awareness Theory. IEEE Trans. Intell. Veh. 9(2): 4040-4054 (2024) - 2023
- [j50]Huan Ning, Zhenlong Li, Shan Qiao, Chengbo Zeng, Jiajia Zhang, Bankole Olatosi, Xiaoming Li:
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 118: 103246 (2023) - [j49]Fengrui Jing, Zhenlong Li, Shan Qiao, Jiajia Zhang, Banky Olatosi, Xiaoming Li:
Using geospatial social media data for infectious disease studies: a systematic review. Int. J. Digit. Earth 16(1): 130-157 (2023) - [j48]Zhenlong Li, Huan Ning:
Autonomous GIS: the next-generation AI-powered GIS. Int. J. Digit. Earth 16(2): 4668-4686 (2023) - [j47]Yang Yang, Xiang Chen, Song Gao, Zhenlong Li, Zhe Zhang, Bo Zhao:
Embracing geospatial analytical technologies in tourism studies. J. Inf. Technol. Tour. 25(2): 137-150 (2023) - [j46]Yansong Qu, Jian Rong, Zhenlong Li, Kaiqun Chen:
ST-A-PGCL: Spatiotemporal adaptive periodical graph contrastive learning for traffic prediction under real scenarios. Knowl. Based Syst. 272: 110591 (2023) - 2022
- [j45]Xiao Huang, Siqin Wang, Mengxi Zhang, Tao Hu, Alexander Hohl, Bing She, Xi Gong, Jianxin Li, Xiao Liu, Oliver Gruebner, Regina Liu, Xiao Li, Zhewei Liu, Xinyue Ye, Zhenlong Li:
Social media mining under the COVID-19 context: Progress, challenges, and opportunities. Int. J. Appl. Earth Obs. Geoinformation 113: 102967 (2022) - [j44]Mengxi Zhang, Siqin Wang, Tao Hu, Xiaokang Fu, Xiaoyue Wang, Yaxin Hu, Briana Halloran, Zhenlong Li, Yunhe Cui, Haokun Liu, Zhimin Liu, Shuming Bao:
Human mobility and COVID-19 transmission: a systematic review and future directions. Ann. GIS 28(4): 501-514 (2022) - [j43]Xuewei Li, Jian Rong, Zhenlong Li, Xiaohua Zhao, Yu Zhang:
Modeling drivers' acceptance of augmented reality head-up display in connected environment. Displays 75: 102307 (2022) - [j42]Huan Ning, Zhenlong Li, Xinyue Ye, Shaohua Wang, Wenbo Wang, Xiao Huang:
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. 36(7): 1317-1342 (2022) - [j41]Grayson R. Morgan, Cuizhen Wang, Zhenlong Li, Steven R. Schill, Daniel R. Morgan:
Deep Learning of High-Resolution Aerial Imagery for Coastal Marsh Change Detection: A Comparative Study. ISPRS Int. J. Geo Inf. 11(2): 100 (2022) - [j40]Xiao Huang, Yang Xu, Rui Liu, Siqin Wang, Sicheng Wang, Mengxi Zhang, Yuhao Kang, Zhe Zhang, Song Gao, Bo Zhao, Zhenlong Li:
Exploring the spatial disparity of home-dwelling time patterns in the USA during the COVID-19 pandemic via Bayesian inference. Trans. GIS 26(4): 1939-1961 (2022) - [j39]Huan Ning, Zhenlong Li, Cuizhen Wang, Michael E. Hodgson, Xiao Huang, Xiaoming Li:
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. 95: 101808 (2022) - 2021
- [j38]Xiao Huang, Zhenlong Li, Yuqin Jiang, Xinyue Ye, Chengbin Deng, Jiajia Zhang, Xiaoming Li:
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 14(4): 424-442 (2021) - [j37]Yuqin Jiang, Zhenlong Li, Susan L. Cutter:
Social distance integrated gravity model for evacuation destination choice. Int. J. Digit. Earth 14(8): 1004-1018 (2021) - [j36]Tao Hu, Siqin Wang, Bing She, Mengxi Zhang, Xiao Huang, Yunhe Cui, Jacob Khuri, Yaxin Hu, Xiaokang Fu, Xiaoyue Wang, Peixiao Wang, Xinyan Zhu, Shuming Bao, Wendy Guan, Zhenlong Li:
Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges. Int. J. Digit. Earth 14(9): 1126-1147 (2021) - [j35]Yuqin Jiang, Xiao Huang, Zhenlong Li:
Spatiotemporal Patterns of Human Mobility and Its Association with Land Use Types during COVID-19 in New York City. ISPRS Int. J. Geo Inf. 10(5): 344 (2021) - [j34]Dong Xu, Xiao Huang, Joseph Mango, Xiang Li, Zhenlong Li:
Simulating multi-exit evacuation using deep reinforcement learning. Trans. GIS 25(3): 1542-1564 (2021) - [j33]Xinyue Ye, Wenbo Wang, Xiaoqi Zhang, Zhenlong Li, Dantong Yu, Jiaxin Du, Zhihui Chen:
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents. Trans. GIS 25(4): 1654-1673 (2021) - 2020
- [j32]Huan Ning, Zhenlong Li, Cuizhen Wang, Lina Yang:
Choosing an appropriate training set size when using existing data to train neural networks for land cover segmentation. Ann. GIS 26(4): 329-342 (2020) - [j31]Xiao Huang, Zhenlong Li, Cuizhen Wang, Huan Ning:
Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture. Int. J. Digit. Earth 13(9): 1017-1039 (2020) - [j30]Chaowei Yang, Dexuan Sha, Qian Liu, Yun Li, Hai Lan, Weihe Wendy Guan, Tao Hu, Zhenlong Li, Zhiran Zhang, John Hoot Thompson, Zifu Wang, David W. S. Wong, Shiyang Ruan, Manzhu Yu, Douglas Richardson, Luyao Zhang, Ruizhi Hou, You Zhou, Cheng Zhong, Yifei Tian, Fayez Beaini, Kyla Carte, Colin Flynn, Wei Liu, Dieter Pfoser, Shuming Bao, Mei Li, Haoyuan Zhang, Chunbo Liu, Jie Jiang, Shihong Du, Liang Zhao, Mingyue Lu, Lin Li, Huan Zhou, Andrew Ding:
Taking the pulse of COVID-19: a spatiotemporal perspective. Int. J. Digit. Earth 13(10): 1186-1211 (2020) - [j29]Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang:
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13(12): 1339-1365 (2020) - [j28]Zhenlong Li, Qunying Huang, Yuqin Jiang, Fei Hu:
SOVAS: a scalable online visual analytic system for big climate data analysis. Int. J. Geogr. Inf. Sci. 34(6): 1188-1209 (2020) - [j27]Zhenlong Li, HaoXin Wang, YaoWei Zhang, Xiaohua Zhao:
Random forest-based feature selection and detection method for drunk driving recognition. Int. J. Distributed Sens. Networks 16(2) (2020) - [j26]Huan Ning, Zhenlong Li, Michael E. Hodgson, Cuizhen Wang:
Prototyping a Social Media Flooding Photo Screening System Based on Deep Learning. ISPRS Int. J. Geo Inf. 9(2): 104 (2020) - [j25]Zhenlong Li, Wenwu Tang, Qunying Huang, Eric Shook, Qingfeng Guan:
Introduction to Big Data Computing for Geospatial Applications. ISPRS Int. J. Geo Inf. 9(8): 487 (2020) - [j24]Xiao Huang, Zhenlong Li, Junyu Lu, Sicheng Wang, Hanxue Wei, Baixu Chen:
Time-Series Clustering for Home Dwell Time during COVID-19: What Can We Learn from It? ISPRS Int. J. Geo Inf. 9(11): 675 (2020) - [j23]Chonglin Gu, Zhenlong Li, Hejiao Huang, Xiaohua Jia:
Energy Efficient Scheduling of Servers with Multi-Sleep Modes for Cloud Data Center. IEEE Trans. Cloud Comput. 8(3): 833-846 (2020) - [j22]Dong Xu, Xiao Huang, Zhenlong Li, Xiang Li:
Local motion simulation using deep reinforcement learning. Trans. GIS 24(3): 756-779 (2020) - 2019
- [j21]Zhenlong Li, Qunying Huang, Christopher T. Emrich:
Introduction to social sensing and big data computing for disaster management. Int. J. Digit. Earth 12(11): 1198-1204 (2019) - [j20]Xiao Huang, Cuizhen Wang, Zhenlong Li, Huan Ning:
A visual-textual fused approach to automated tagging of flood-related tweets during a flood event. Int. J. Digit. Earth 12(11): 1248-1264 (2019) - [j19]Zhenlong Li, Xuewei Li, Xiaohua Zhao, Qingzhou Zhang:
Effects of Different Alcohol Dosages on Steering Behavior in Curve Driving. Hum. Factors 61(1) (2019) - [j18]Qiqi Lai, Bo Yang, Zhe Xia, Yannan Li, Yuan Chen, Zhenlong Li:
Novel Identity-Based Hash Proof System with Compact Master Public Key from Lattices in the Standard Model. Int. J. Found. Comput. Sci. 30(4): 589-606 (2019) - [j17]Lina Yang, Xu Sun, Zhenlong Li:
An Efficient Framework for Remote Sensing Parallel Processing: Integrating the Artificial Bee Colony Algorithm and Multiagent Technology. Remote. Sens. 11(2): 152 (2019) - [j16]Biraj Dahal, Sathish A. P. Kumar, Zhenlong Li:
Topic modeling and sentiment analysis of global climate change tweets. Soc. Netw. Anal. Min. 9(1): 24:1-24:20 (2019) - 2018
- [j15]Xiao Huang, Cuizhen Wang, Zhenlong Li:
A near real-time flood-mapping approach by integrating social media and post-event satellite imagery. Ann. GIS 24(2): 113-123 (2018) - [j14]Xuewei Li, Zhenlong Li, Zheng Cao, Xiaohua Zhao:
Modeling drivers' memory of daily repetitive stimuli in traffic scenes. Cogn. Technol. Work. 20(3): 389-399 (2018) - [j13]Zhenlong Li, Michael E. Hodgson, Wenwen Li:
A general-purpose framework for parallel processing of large-scale LiDAR data. Int. J. Digit. Earth 11(1): 26-47 (2018) - [j12]Qunying Huang, Jing Li, Zhenlong Li:
A geospatial hybrid cloud platform based on multi-sourced computing and model resources for geosciences. Int. J. Digit. Earth 11(12): 1184-1204 (2018) - [j11]Xiao Huang, Cuizhen Wang, Zhenlong Li:
Reconstructing Flood Inundation Probability by Enhancing Near Real-Time Imagery With Real-Time Gauges and Tweets. IEEE Trans. Geosci. Remote. Sens. 56(8): 4691-4701 (2018) - 2017
- [j10]Chaowei Yang, Qunying Huang, Zhenlong Li, Kai Liu, Fei Hu:
Big Data and cloud computing: innovation opportunities and challenges. Int. J. Digit. Earth 10(1): 13-53 (2017) - [j9]Zhenlong Li, Fei Hu, John L. Schnase, Daniel Q. Duffy, Tsengdar Lee, Michael K. Bowen, Chaowei Yang:
A spatiotemporal indexing approach for efficient processing of big array-based climate data with MapReduce. Int. J. Geogr. Inf. Sci. 31(1) (2017) - [j8]Zhenlong Li, Qingzhou Zhang, Xiaohua Zhao:
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 13(9) (2017) - [j7]Zhenlong Li, Chaowei Yang, Qunying Huang, Kai Liu, Min Sun, Jizhe Xia:
Building Model as a Service to support geosciences. Comput. Environ. Urban Syst. 61: 141-152 (2017) - [j6]Zhenlong Li, Qunying Huang, Gregory J. Carbone, Fei Hu:
A high performance query analytical framework for supporting data-intensive climate studies. Comput. Environ. Urban Syst. 62: 210-221 (2017) - 2016
- [j5]Zhenlong Li, Chaowei Yang, Kai Liu, Fei Hu, Baoxuan Jin:
Automatic Scaling Hadoop in the Cloud for Efficient Process of Big Geospatial Data. ISPRS Int. J. Geo Inf. 5(10): 173 (2016) - 2015
- [j4]Zhengxing Wu, Junzhi Yu, Zongshuai Su, Min Tan, Zhenlong Li:
Towards an Esox lucius inspired multimodal robotic fish. Sci. China Inf. Sci. 58(5): 1-13 (2015) - 2012
- [j3]Jianya Gong, Huayi Wu, Tong Zhang, Zhipeng Gui, Zhenlong Li, Lan You, Shengyu Shen, Jie Zheng, Jing Geng, Kunlun Qi, Wenjing Yang, Zhenqiang Li, Jingmin Yu:
Geospatial Service Web: towards integrated cyberinfrastructure for GIScience. Geo spatial Inf. Sci. 15(2): 73-84 (2012) - 2011
- [j2]W. Li, Chaowei Yang, Doug Nebert, R. Raskin, Paul R. Houser, Huayi Wu, Zhenlong Li:
Semantic-based web service discovery and chaining for building an Arctic spatial data infrastructure. Comput. Geosci. 37(11): 1752-1762 (2011) - [j1]Chaowei Yang, Huayi Wu, Qunying Huang, Zhenlong Li, Jing Li:
Using spatial principles to optimize distributed computing for enabling the physical science discoveries. Proc. Natl. Acad. Sci. USA 108(14): 5498-5503 (2011)
Conference and Workshop Papers
- 2022
- [c19]Sathish A. P. Kumar, Manu S. Pillai, Zhenlong Li:
Global Perception of Telemedicine before and after COVID-19 : A Text Mining Analysis. SSCI 2022: 535-542 - 2021
- [c18]Xuewei Li, Xiaohua Zhao, Zhenlong Li, Jian Rong:
Effects of Cooperative Vehicle Infrastructure System on driver's attention with different personal attribute. ITSC 2021: 3990-3995 - 2020
- [c17]Xiao Huang, Dong Xu, Zhenlong Li, Cuizhen Wang:
Translating Multispectral Imagery to Nighttime Imagery via Conditional Generative Adversarial Networks. IGARSS 2020: 6758-6761 - 2019
- [c16]Xiao Huang, Cuizhen Wang, Zhenlong Li:
High-resolution population grid in the CONUS using microsoft building footprints: a feasibility study. GeoHumanities@SIGSPATIAL 2019: 1:1-1:9 - [c15]Ike Vayansky, Sathish A. P. Kumar, Zhenlong Li:
An Evaluation of Geotagged Twitter Data during Hurricane Irma Using Sentiment Analysis and Topic Modeling for Disaster Resilience. ISTAS 2019: 1-6 - 2018
- [c14]Yuqin Jiang, Zhenlong Li, Xinyue Ye:
Measuring Inter-city Network Using Digital Footprints from Twitter Users. PredictGIS@SIGSPATIAL 2018: 25-31 - 2017
- [c13]Xinyi Liu, Qunying Huang, Zhenlong Li, Meiliu Wu:
The impact of MTUP to explore online trajectories for human mobility studies. PredictGIS@SIGSPATIAL 2017: 6:1-6:9 - 2016
- [c12]Chonglin Gu, Zhenlong Li, Chunyan Liu, Hejiao Huang:
Planning for green cloud data centers using sustainable energy. ISCC 2016: 804-809 - [c11]Chonglin Gu, Ke Hu, Zhenlong Li, Qiang Yuan, Hejiao Huang, Xiaohua Jia:
Lowering Down the Cost for Green Cloud Data Centers by Using ESDs and Energy Trading. Trustcom/BigDataSE/ISPA 2016: 1508-1515 - 2011
- [c10]Deliang Yang, Le Xin, Yangzhou Chen, Zhenlong Li, Chen Wang:
A robust vehicle queuing and dissipation detection method based on two cameras. ITSC 2011: 301-307 - [c9]Le Xin, Deliang Yang, Yangzhou Chen, Zhenlong Li:
Traffic flow characteristic analysis at intersections from multi-layer spectral clustering of motion patterns using raw vehicle trajectory. ITSC 2011: 513-519 - [c8]Zhenlong Li, Chonglun Wang:
Evolutionary game of driver response to variable message signs' information. SMC 2011: 1224-1229 - 2009
- [c7]Haifeng Qian, Yangzhou Chen, Zhenlong Li, Yuzhen Yang:
Research of Chang'an Street Coordinated Fuzzy Control Based on Traffic Flow Forecasting. CSIE (6) 2009: 39-42 - [c6]Zhe Liu, Yangzhou Chen, Zhenlong Li:
Camshift-Based Real-Time Multiple Vehicle Tracking for Visual Traffic Surveillance. CSIE (5) 2009: 477-482 - [c5]Xiaohua Zhao, Zhenlong Li, Quan Yu, Yanzhang Shang:
A Study of the Cooperation Control of Two Adjacent Intersections Based on N.B.S. Game Q-Learning Algorithm. ICNC (6) 2009: 551-557 - [c4]Lingling Li, Yangzhou Chen, Zhenlong Li:
Yawning detection for monitoring driver fatigue based on two cameras. ITSC 2009: 1-6 - [c3]Zhenlong Li, Xiaoxia Wang:
Emotion modeling of the driver based on fuzzy logic. ITSC 2009: 1-5 - 2008
- [c2]Zhenlong Li, Liquan Fan:
Optimal Coordination of Variable Speed Control and Ramp Metering Based on Stackelberg Game. ICNSC 2008: 666-670 - [c1]Zhenlong Li, Xiaoming Zhao:
The Design of Web-Based Personal Collaborative Learning System (WBPCLS) for Computer Science Courses. ICWL 2008: 434-445
Informal and Other Publications
- 2024
- [i14]Temitope Akinboyewa, Huan Ning, Mohammad Naser Lessani, Zhenlong Li:
Automated Floodwater Depth Estimation Using Large Multimodal Model for Rapid Flood Mapping. CoRR abs/2402.16684 (2024) - [i13]Huan Ning, Zhenlong Li, Temitope Akinboyewa, Mohammad Naser Lessani:
LLM-Find: An Autonomous GIS Agent Framework for Geospatial Data Retrieval. CoRR abs/2407.21024 (2024) - [i12]Shaowei Ying, Zhenlong Li, Manzhu Yu:
Beyond Words: Evaluating Large Language Models in Transportation Planning. CoRR abs/2409.14516 (2024) - 2023
- [i11]Zhenlong Li, Huan Ning:
Autonomous GIS: the next-generation AI-powered GIS. CoRR abs/2305.06453 (2023) - 2022
- [i10]Yuqin Jiang, Andrey A. Popov, Zhenlong Li, Michael E. Hodgson:
An optimal sensors-based simulation method for spatiotemporal event detection. CoRR abs/2208.07969 (2022) - [i9]Mohammad Naser Lessani, Zhenlong Li, Jiqiu Deng, Zhiyong Guo:
An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models. CoRR abs/2211.17215 (2022) - 2021
- [i8]Zhenlong Li, Xiao Huang, Xinyue Ye, Yuqin Jiang, Yago Martin, Huan Ning, Michael E. Hodgson, Xiaoming Li:
Measuring Place Connectivity Using Big Social Media Data. CoRR abs/2102.03991 (2021) - [i7]Zhenlong Li, Xiao Huang, Tao Hu, Huan Ning, Xinyue Ye, Xiaoming Li:
ODT FLOW: A Scalable Platform for Extracting, Analyzing, and Sharing Multi-source Multi-scale Human Mobility. CoRR abs/2104.05040 (2021) - 2020
- [i6]Xiao Huang, Dong Xu, Zhenlong Li, Cuizhen Wang:
Translating multispectral imagery to nighttime imagery via conditional generative adversarial networks. CoRR abs/2001.05848 (2020) - [i5]Xiao Huang, Zhenlong Li, Yuqin Jiang, Xiaoming Li, Dwayne Porter:
Twitter, human mobility, and COVID-19. CoRR abs/2007.01100 (2020) - [i4]Dong Xu, Xiao Huang, Joseph Mango, Xiang Li, Zhenlong Li:
Simulating multi-exit evacuation using deep reinforcement learning. CoRR abs/2007.05783 (2020) - [i3]Zhenlong Li, Xiao Huang, Xinyue Ye, Xiaoming Li:
ODT Flow Explorer: Extract, Query, and Visualize Human Mobility. CoRR abs/2011.12958 (2020) - [i2]Yago Martin, Zhenlong Li, Yue Ge:
Towards real-time population estimates: introducing Twitter daily estimates of residents and non-residents at the county level. CoRR abs/2011.13482 (2020) - 2019
- [i1]Zhenlong Li:
Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions. CoRR abs/1907.12182 (2019)
Coauthor Index
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