Jiannan Cai

According to our database, Jiannan Cai authored at least 37 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Rethinking the null hypothesis in significant colocation pattern mining of spatial flows.

Mengjie Zhou, Mengjie Yang, Tinghua Ai, Jiannan Cai, Zhe Chen

J. Geogr. Syst., July, 2024

Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare.

Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo

J. Heal. Informatics Res., June, 2024

An Improved UAV RGB Image Processing Method for Quantitative Remote Sensing of Marine Green Macroalgae.

Jinghu Li, Qianguo Xing, Liqiao Tian, Yingzhuo Hou, Xiangyang Zheng, Maham Arif, Lin Li, Shanshan Jiang, Jiannan Cai, Jun Chen, Yingcheng Lu, Dingfeng Yu, Jindong Xu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

FedHIP: Federated learning for privacy-preserving human intention prediction in human-robot collaborative assembly tasks.

Jiannan Cai, Zhidong Gao, Yuanxiong Guo, Bastian Wibranek, Shuai Li

Adv. Eng. Informatics, 2024

2023

Understanding spatially nonstationary effects of natural and human-induced factors on land subsidence based on multi-temporal InSAR and multi-source geospatial data: a case study in the Guangdong-Hong Kong-Macao Greater Bay Area.

Zherong Wu, Xinyang Zhang, Jiannan Cai, Mei-Po Kwan, Hui Lin, Peifeng Ma

Int. J. Digit. Earth, December, 2023

Automating Building Damage Reconnaissance to Optimize Drone Mission Planning for Disaster Response.

Da Hu, Shuai Li, Jing Du, Jiannan Cai

J. Comput. Civ. Eng., May, 2023

Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies.

Yanyu Wang, Pingbo Tang, Kaijian Liu, Jiannan Cai, Ran Ren, Jacob J. Lin, Hubo Cai, Jiansong Zhang, Nora M. El-Gohary, Mario Berges, Mani Golparvar Fard

J. Comput. Civ. Eng., March, 2023

A Spatial Cross-Scale Attention Network and Global Average Accuracy Loss for SAR Ship Detection.

Lili Zhang, Yuxuan Liu, Lele Qu, Jiannan Cai, Junpeng Fang

Remote. Sens., January, 2023

Prediction-Based Path Planning for Safe and Efficient Human-Robot Collaboration in Construction via Deep Reinforcement Learning.

Jiannan Cai, Ao Du, Xiaoyun Liang, Shuai Li

J. Comput. Civ. Eng., January, 2023

2022

Detecting spatial flow outliers in the presence of spatial autocorrelation.

Jiannan Cai, Mei-Po Kwan

Comput. Environ. Urban Syst., 2022

Using Machine Learning Algorithms With In Situ Hyperspectral Reflectance Data to Assess Comprehensive Water Quality of Urban Rivers.

Jiannan Cai, Jun Chen, Xianhui Dou, Qianguo Xing

IEEE Trans. Geosci. Remote. Sens., 2022

Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research.

Jianwei Huang, Mei-Po Kwan, Jiannan Cai, Wanying Song, Changda Yu, Zihan Kan, Steve Hung-Lam Yim

Sensors, 2022

Seeing through Disaster Rubble in 3D with Ground-Penetrating Radar and Interactive Augmented Reality for Urban Search and Rescue.

Da Hu, Long Chen, Jing Du, Jiannan Cai, Shuai Li

J. Comput. Civ. Eng., 2022

Discovering Spatio-Temporal Co-Occurrence Patterns of Crimes with Uncertain Occurrence Time.

Yuanfang Chen, Jiannan Cai, Min Deng

ISPRS Int. J. Geo Inf., 2022

Discovery of statistically significant regional co-location patterns on urban road networks.

Wenkai Liu, Qiliang Liu, Min Deng, Jiannan Cai, Jie Yang

Int. J. Geogr. Inf. Sci., 2022

Discovering co-location patterns in multivariate spatial flow data.

Jiannan Cai, Mei-Po Kwan

Int. J. Geogr. Inf. Sci., 2022

Assessing Transmission Risks of SARS-COV-2 Omicron Variant In U.S. School Facilities and Mitigation Measures.

Yifang Xu, Shuai Li, Qiang He, Siyao Zhu, Jiannan Cai

Proceedings of the Winter Simulation Conference, 2022

Urban Subsurface Mapping via Deep Learning Based GPR Data Inversion.

Mengjun Wang, Da Hu, Shuai Li, Jiannan Cai

Proceedings of the Winter Simulation Conference, 2022

2021

An adaptive detection of multilevel co-location patterns based on natural neighborhoods.

Qiliang Liu, Wenkai Liu, Min Deng, Jiannan Cai, Yaolin Liu

Int. J. Geogr. Inf. Sci., 2021

Discovering regions of anomalous spatial co-locations.

Jiannan Cai, Min Deng, Yiwen Guo, Yiqun Xie, Shashi Shekhar

Int. J. Geogr. Inf. Sci., 2021

2020

Significant spatial co-distribution pattern discovery.

Jiannan Cai, Yiqun Xie, Min Deng, Xun Tang, Yan Li, Shashi Shekhar

Comput. Environ. Urban Syst., 2020

Fusing Heterogeneous Information for Underground Utility Map Generation Based on Dempster-Shafer Theory.

Jiannan Cai, Jungho Jeon, Hubo Cai, Shuai Li

J. Comput. Civ. Eng., 2020

Robust Hybrid Approach of Vision-Based Tracking and Radio-Based Identification and Localization for 3D Tracking of Multiple Construction Workers.

Jiannan Cai, Hubo Cai

J. Comput. Civ. Eng., 2020

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints.

Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight

Int. J. Geogr. Inf. Sci., 2020

Mining spatiotemporal association patterns from complex geographic phenomena.

Zhanjun He, Min Deng, Jiannan Cai, Zhong Xie, Qingfeng Guan, Chao Yang

Int. J. Geogr. Inf. Sci., 2020

A context-augmented deep learning approach for worker trajectory prediction on unstructured and dynamic construction sites.

Jiannan Cai, Yuxi Zhang, Liu Yang, Hubo Cai, Shuai Li

Adv. Eng. Informatics, 2020

Toward Intelligent Workplace: Prediction-Enabled Proactive Planning for Human-Robot Coexistence on Unstructured Construction Sites.

Da Hu, Shuai Li, Jiannan Cai, Yuqing Hu

Proceedings of the Winter Simulation Conference, 2020

2019

A statistical method for detecting spatiotemporal co-occurrence patterns.

Jiannan Cai, Min Deng, Qiliang Liu, Yuanfang Chen, Zhanjun He, Jianbo Tang

Int. J. Geogr. Inf. Sci., 2019

A Novel Model with GA Evolving FWNN for Effluent Quality and Biogas Production Forecast in a Full-Scale Anaerobic Wastewater Treatment Process.

Zehua Huang, Renren Wu, Xiaohui Yi, Hongbin Liu, Jiannan Cai, Guoqiang Niu, Mingzhi Huang, Guangguo Ying

Complex., 2019

2018

Adaptive detection of statistically significant regional spatial co-location patterns.

Jiannan Cai, Qiliang Liu, Min Deng, Jianbo Tang, Zhanjun He

Comput. Environ. Urban Syst., 2018

A Hybrid Fuzzy Wavelet Neural Network Model with Self-Adapted Fuzzy c-Means Clustering and Genetic Algorithm for Water Quality Prediction in Rivers.

Mingzhi Huang, Di Tian, Hongbin Liu, Chao Zhang, Xiaohui Yi, Jiannan Cai, Jujun Ruan, Tao Zhang, Shaofei Kong, Guangguo Ying

Complex., 2018

2017

Multi-scale approach to mining significant spatial co-location patterns.

Min Deng, Zhanjun He, Qiliang Liu, Jiannan Cai, Jianbo Tang

Trans. GIS, 2017

Multi-level method for discovery of regional co-location patterns.

Min Deng, Jiannan Cai, Qiliang Liu, Zhanjun He, Jianbo Tang

Int. J. Geogr. Inf. Sci., 2017

Simulation for the influence of structure parameters on cavitation jet.

Wei Zhou, Kai He, Haitao Fang, Jiuhua Li, Jiannan Cai, Shaojie Hu

Proceedings of the IEEE International Conference on Information and Automation, 2017

Robotic polishing with force controlled end effector and multi-step path planning.

Imran Mohsin, Kai He, Jiannan Cai, Hao Chen, Ruxu Du

Proceedings of the IEEE International Conference on Information and Automation, 2017

Structural design and magnetic force analysis of a new crawler-type permanent magnetic adsorption wall - Climbing.

Shaojie Hu, Rushu Peng, Kai He, Jiuhua Li, Jiannan Cai, Wei Zhou

Proceedings of the IEEE International Conference on Information and Automation, 2017

The design of permanent-magnetic wheeled wall-climbing robot.

Jiannan Cai, Kai He, Haitao Fang, Hao Chen, Shaojie Hu, Wei Zhou

Proceedings of the IEEE International Conference on Information and Automation, 2017