Jiannan Cai

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Geospatial Data

Null Hypothesis

Top Venues

Int. J. Geogr. Inf. Sci.

J. Comput. Civ. Eng.

Comput. Environ. Urban Syst.

Publications

Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. J. Heal. Informatics Res. 8 (2) (2024)
Mengjie Zhou, Mengjie Yang, Tinghua Ai, Jiannan Cai, Zhe Chen
Rethinking the null hypothesis in significant colocation pattern mining of spatial flows. J. Geogr. Syst. 26 (3) (2024)
Jiannan Cai, Zhidong Gao, Yuanxiong Guo, Bastian Wibranek, Shuai Li
FedHIP: Federated learning for privacy-preserving human intention prediction in human-robot collaborative assembly tasks. Adv. Eng. Informatics 60 (2024)
Da Hu, Shuai Li, Jing Du, Jiannan Cai
Automating Building Damage Reconnaissance to Optimize Drone Mission Planning for Disaster Response. J. Comput. Civ. Eng. 37 (3) (2023)
Jiannan Cai, Ao Du, Xiaoyun Liang, Shuai Li
Prediction-Based Path Planning for Safe and Efficient Human-Robot Collaboration in Construction via Deep Reinforcement Learning. J. Comput. Civ. Eng. 37 (1) (2023)
Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. ICHI (2023)
Lili Zhang, Yuxuan Liu, Lele Qu, Jiannan Cai, Junpeng Fang
A Spatial Cross-Scale Attention Network and Global Average Accuracy Loss for SAR Ship Detection. Remote. Sens. 15 (2) (2023)
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
Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies. J. Comput. Civ. Eng. 37 (2) (2023)
Zherong Wu, Xinyang Zhang, Jiannan Cai, Mei-Po Kwan, Hui Lin, Peifeng Ma
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. Int. J. Digit. Earth 16 (2) (2023)
Yuanfang Chen, Jiannan Cai, Min Deng
Discovering Spatio-Temporal Co-Occurrence Patterns of Crimes with Uncertain Occurrence Time. ISPRS Int. J. Geo Inf. 11 (8) (2022)
Wenkai Liu, Qiliang Liu, Min Deng, Jiannan Cai, Jie Yang
Discovery of statistically significant regional co-location patterns on urban road networks. Int. J. Geogr. Inf. Sci. 36 (4) (2022)
Jianwei Huang, Mei-Po Kwan, Jiannan Cai, Wanying Song, Changda Yu, Zihan Kan, Steve Hung-Lam Yim
Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research. Sensors 22 (6) (2022)
Da Hu, Long Chen, Jing Du, Jiannan Cai, Shuai Li
Seeing through Disaster Rubble in 3D with Ground-Penetrating Radar and Interactive Augmented Reality for Urban Search and Rescue. J. Comput. Civ. Eng. 36 (5) (2022)
Jiannan Cai, Mei-Po Kwan
Detecting spatial flow outliers in the presence of spatial autocorrelation. Comput. Environ. Urban Syst. 96 (2022)
Jiannan Cai, Mei-Po Kwan
Discovering co-location patterns in multivariate spatial flow data. Int. J. Geogr. Inf. Sci. 36 (4) (2022)
Mengjun Wang, Da Hu, Shuai Li, Jiannan Cai
Urban Subsurface Mapping via Deep Learning Based GPR Data Inversion. WSC (2022)
Jiannan Cai, Jun Chen, Xianhui Dou, Qianguo Xing
Using Machine Learning Algorithms With In Situ Hyperspectral Reflectance Data to Assess Comprehensive Water Quality of Urban Rivers. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yifang Xu, Shuai Li, Qiang He, Siyao Zhu, Jiannan Cai
Assessing Transmission Risks of SARS-COV-2 Omicron Variant In U.S. School Facilities and Mitigation Measures. WSC (2022)
Jiannan Cai, Min Deng, Yiwen Guo, Yiqun Xie, Shashi Shekhar
Discovering regions of anomalous spatial co-locations. Int. J. Geogr. Inf. Sci. 35 (5) (2021)
Qiliang Liu, Wenkai Liu, Min Deng, Jiannan Cai, Yaolin Liu
An adaptive detection of multilevel co-location patterns based on natural neighborhoods. Int. J. Geogr. Inf. Sci. 35 (3) (2021)
Jiannan Cai, Yiqun Xie, Min Deng, Xun Tang, Yan Li, Shashi Shekhar
Significant spatial co-distribution pattern discovery. Comput. Environ. Urban Syst. 84 (2020)
Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Jiannan Cai, Yuxi Zhang, Liu Yang, Hubo Cai, Shuai Li
A context-augmented deep learning approach for worker trajectory prediction on unstructured and dynamic construction sites. Adv. Eng. Informatics 46 (2020)
Da Hu, Shuai Li, Jiannan Cai, Yuqing Hu
Toward Intelligent Workplace: Prediction-Enabled Proactive Planning for Human-Robot Coexistence on Unstructured Construction Sites. WSC (2020)
Jiannan Cai, Hubo Cai
Robust Hybrid Approach of Vision-Based Tracking and Radio-Based Identification and Localization for 3D Tracking of Multiple Construction Workers. J. Comput. Civ. Eng. 34 (4) (2020)
Jiannan Cai, Jungho Jeon, Hubo Cai, Shuai Li
Fusing Heterogeneous Information for Underground Utility Map Generation Based on Dempster-Shafer Theory. J. Comput. Civ. Eng. 34 (3) (2020)
Zhanjun He, Min Deng, Jiannan Cai, Zhong Xie, Qingfeng Guan, Chao Yang
Mining spatiotemporal association patterns from complex geographic phenomena. Int. J. Geogr. Inf. Sci. 34 (6) (2020)
Jiannan Cai, Min Deng, Qiliang Liu, Yuanfang Chen, Zhanjun He, Jianbo Tang
A statistical method for detecting spatiotemporal co-occurrence patterns. Int. J. Geogr. Inf. Sci. 33 (5) (2019)
Zehua Huang, Renren Wu, Xiaohui Yi, Hongbin Liu, Jiannan Cai, Guoqiang Niu, Mingzhi Huang, Guangguo Ying
A Novel Model with GA Evolving FWNN for Effluent Quality and Biogas Production Forecast in a Full-Scale Anaerobic Wastewater Treatment Process. Complex. 2019 (2019)
Jiannan Cai, Qiliang Liu, Min Deng, Jianbo Tang, Zhanjun He
Adaptive detection of statistically significant regional spatial co-location patterns. Comput. Environ. Urban Syst. 68 (2018)
Mingzhi Huang, Di Tian, Hongbin Liu, Chao Zhang, Xiaohui Yi, Jiannan Cai, Jujun Ruan, Tao Zhang, Shaofei Kong, Guangguo Ying
A Hybrid Fuzzy Wavelet Neural Network Model with Self-Adapted Fuzzy c-Means Clustering and Genetic Algorithm for Water Quality Prediction in Rivers. Complex. 2018 (2018)
Shaojie Hu, Rushu Peng, Kai He, Jiuhua Li, Jiannan Cai, Wei Zhou
Structural design and magnetic force analysis of a new crawler-type permanent magnetic adsorption wall - Climbing. ICIA (2017)
Jiannan Cai, Kai He, Haitao Fang, Hao Chen, Shaojie Hu, Wei Zhou
The design of permanent-magnetic wheeled wall-climbing robot. ICIA (2017)
Wei Zhou, Kai He, Haitao Fang, Jiuhua Li, Jiannan Cai, Shaojie Hu
Simulation for the influence of structure parameters on cavitation jet. ICIA (2017)
Min Deng, Jiannan Cai, Qiliang Liu, Zhanjun He, Jianbo Tang
Multi-level method for discovery of regional co-location patterns. Int. J. Geogr. Inf. Sci. 31 (9) (2017)
Min Deng, Zhanjun He, Qiliang Liu, Jiannan Cai, Jianbo Tang
Multi-scale approach to mining significant spatial co-location patterns. Trans. GIS 21 (5) (2017)
Imran Mohsin, Kai He, Jiannan Cai, Hao Chen, Ruxu Du
Robotic polishing with force controlled end effector and multi-step path planning. ICIA (2017)