Jiannan Cai - RankMe

43 papers Misc 3Journal 35Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Toward Open Science in the AEC Community: An Ecosystem for Sustainable Digital Knowledge Sharing and Reuse. CoRR Ruoxin Xiong, Yanyu Wang, Jiannan Cai, Kaijian Liu, Yuansheng Zhu, Pingbo Tang, Nora M. El-Gohary, George Edward Gibson Jr
2025	J	`jnl`	Contexts Matter: Robot-Aware 3D human motion prediction for Agentic AI-empowered Human-Robot collaboration. Adv. Eng. Informatics Xiaoyun Liang, Lin Sheng, Jiannan Cai
2025	J	`jnl`	CrossGraphNet: a cross-spatiotemporal graph-based method for traffic speed reconstruction using remote sensing vehicle detection. Int. J. Digit. Earth Yan Zhang, Mei-Po Kwan, Jiannan Cai, Jianying Wang, Peifeng Ma
2025	J	`jnl`	Navigating Heat Exposure: Simulation of Route Planning Based on Visual Language Model Agents. CoRR Haoran Ma, Kaihan Zhang, Jiannan Cai
2025	J	`jnl`	OpenConstruction: A Systematic Synthesis of Open Visual Datasets for Data-Centric Artificial Intelligence in Construction Monitoring. CoRR Ruoxin Xiong, Yanyu Wang, Jiannan Cai, Kaijian Liu, Yuansheng Zhu, Pingbo Tang, Nora M. El-Gohary
2024	J	`jnl`	An Improved UAV RGB Image Processing Method for Quantitative Remote Sensing of Marine Green Macroalgae. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 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
2024	J	`jnl`	Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. J. Heal. Informatics Res. Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo
2024	J	`jnl`	FedHIP: Federated learning for privacy-preserving human intention prediction in human-robot collaborative assembly tasks. Adv. Eng. Informatics Jiannan Cai, Zhidong Gao, Yuanxiong Guo, Bastian Wibranek, Shuai Li
2024	J	`jnl`	Rethinking the null hypothesis in significant colocation pattern mining of spatial flows. J. Geogr. Syst. Mengjie Zhou, Mengjie Yang, Tinghua Ai, Jiannan Cai, Zhe Chen
2023	J	`jnl`	A Spatial Cross-Scale Attention Network and Global Average Accuracy Loss for SAR Ship Detection. Remote. Sens. Lili Zhang, Yuxuan Liu, Lele Qu, Jiannan Cai, Junpeng Fang
2023	—	`conf`	Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. ICHI Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo
2023	J	`jnl`	Automating Building Damage Reconnaissance to Optimize Drone Mission Planning for Disaster Response. J. Comput. Civ. Eng. Da Hu, Shuai Li, Jing Du, Jiannan Cai
2023	J	`jnl`	Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies. J. Comput. Civ. Eng. 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
2023	J	`jnl`	Prediction-Based Path Planning for Safe and Efficient Human-Robot Collaboration in Construction via Deep Reinforcement Learning. J. Comput. Civ. Eng. Jiannan Cai, Ao Du, Xiaoyun Liang, Shuai Li
2023	J	`jnl`	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 Zherong Wu, Xinyang Zhang, Jiannan Cai, Mei-Po Kwan, Hui Lin, Peifeng Ma
2022	Misc	`conf`	Assessing Transmission Risks of SARS-COV-2 Omicron Variant In U.S. School Facilities and Mitigation Measures. WSC Yifang Xu, Shuai Li, Qiang He, Siyao Zhu, Jiannan Cai
2022	J	`jnl`	Detecting spatial flow outliers in the presence of spatial autocorrelation. Comput. Environ. Urban Syst. Jiannan Cai, Mei-Po Kwan
2022	J	`jnl`	Discovering Spatio-Temporal Co-Occurrence Patterns of Crimes with Uncertain Occurrence Time. ISPRS Int. J. Geo Inf. Yuanfang Chen, Jiannan Cai, Min Deng
2022	J	`jnl`	Discovering co-location patterns in multivariate spatial flow data. Int. J. Geogr. Inf. Sci. Jiannan Cai, Mei-Po Kwan
2022	J	`jnl`	Discovery of statistically significant regional co-location patterns on urban road networks. Int. J. Geogr. Inf. Sci. Wenkai Liu, Qiliang Liu, Min Deng, Jiannan Cai, Jie Yang
2022	J	`jnl`	Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research. Sensors Jianwei Huang, Mei-Po Kwan, Jiannan Cai, Wanying Song, Changda Yu, Zihan Kan, Steve Hung-Lam Yim
2022	J	`jnl`	Seeing through Disaster Rubble in 3D with Ground-Penetrating Radar and Interactive Augmented Reality for Urban Search and Rescue. J. Comput. Civ. Eng. Da Hu, Long Chen, Jing Du, Jiannan Cai, Shuai Li
2022	Misc	`conf`	Urban Subsurface Mapping via Deep Learning Based GPR Data Inversion. WSC Mengjun Wang, Da Hu, Shuai Li, Jiannan Cai
2022	J	`jnl`	Using Machine Learning Algorithms With In Situ Hyperspectral Reflectance Data to Assess Comprehensive Water Quality of Urban Rivers. IEEE Trans. Geosci. Remote. Sens. Jiannan Cai, Jun Chen, Xianhui Dou, Qianguo Xing
2021	J	`jnl`	An adaptive detection of multilevel co-location patterns based on natural neighborhoods. Int. J. Geogr. Inf. Sci. Qiliang Liu, Wenkai Liu, Min Deng, Jiannan Cai, Yaolin Liu
2021	J	`jnl`	Discovering regions of anomalous spatial co-locations. Int. J. Geogr. Inf. Sci. Jiannan Cai, Min Deng, Yiwen Guo, Yiqun Xie, Shashi Shekhar
2020	J	`jnl`	A context-augmented deep learning approach for worker trajectory prediction on unstructured and dynamic construction sites. Adv. Eng. Informatics Jiannan Cai, Yuxi Zhang, Liu Yang, Hubo Cai, Shuai Li
2020	J	`jnl`	A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. Int. J. Geogr. Inf. Sci. Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
2020	J	`jnl`	Fusing Heterogeneous Information for Underground Utility Map Generation Based on Dempster-Shafer Theory. J. Comput. Civ. Eng. Jiannan Cai, Jungho Jeon, Hubo Cai, Shuai Li
2020	J	`jnl`	Mining spatiotemporal association patterns from complex geographic phenomena. Int. J. Geogr. Inf. Sci. Zhanjun He, Min Deng, Jiannan Cai, Zhong Xie, Qingfeng Guan, Chao Yang
2020	J	`jnl`	Robust Hybrid Approach of Vision-Based Tracking and Radio-Based Identification and Localization for 3D Tracking of Multiple Construction Workers. J. Comput. Civ. Eng. Jiannan Cai, Hubo Cai
2020	J	`jnl`	Significant spatial co-distribution pattern discovery. Comput. Environ. Urban Syst. Jiannan Cai, Yiqun Xie, Min Deng, Xun Tang, Yan Li, Shashi Shekhar
2020	Misc	`conf`	Toward Intelligent Workplace: Prediction-Enabled Proactive Planning for Human-Robot Coexistence on Unstructured Construction Sites. WSC Da Hu, Shuai Li, Jiannan Cai, Yuqing Hu
2019	J	`jnl`	A Novel Model with GA Evolving FWNN for Effluent Quality and Biogas Production Forecast in a Full-Scale Anaerobic Wastewater Treatment Process. Complex. Zehua Huang, Renren Wu, Xiaohui Yi, Hongbin Liu, Jiannan Cai, Guoqiang Niu, Mingzhi Huang, Guangguo Ying
2019	J	`jnl`	A statistical method for detecting spatiotemporal co-occurrence patterns. Int. J. Geogr. Inf. Sci. Jiannan Cai, Min Deng, Qiliang Liu, Yuanfang Chen, Zhanjun He, Jianbo Tang
2018	J	`jnl`	A Hybrid Fuzzy Wavelet Neural Network Model with Self-Adapted Fuzzy c-Means Clustering and Genetic Algorithm for Water Quality Prediction in Rivers. Complex. Mingzhi Huang, Di Tian, Hongbin Liu, Chao Zhang, Xiaohui Yi, Jiannan Cai, Jujun Ruan, Tao Zhang, Shaofei Kong, Guangguo Ying
2018	J	`jnl`	Adaptive detection of statistically significant regional spatial co-location patterns. Comput. Environ. Urban Syst. Jiannan Cai, Qiliang Liu, Min Deng, Jianbo Tang, Zhanjun He
2017	J	`jnl`	Multi-level method for discovery of regional co-location patterns. Int. J. Geogr. Inf. Sci. Min Deng, Jiannan Cai, Qiliang Liu, Zhanjun He, Jianbo Tang
2017	J	`jnl`	Multi-scale approach to mining significant spatial co-location patterns. Trans. GIS Min Deng, Zhanjun He, Qiliang Liu, Jiannan Cai, Jianbo Tang
2017	—	`conf`	Robotic polishing with force controlled end effector and multi-step path planning. ICIA Imran Mohsin, Kai He, Jiannan Cai, Hao Chen, Ruxu Du
2017	—	`conf`	Simulation for the influence of structure parameters on cavitation jet. ICIA Wei Zhou, Kai He, Haitao Fang, Jiuhua Li, Jiannan Cai, Shaojie Hu
2017	—	`conf`	Structural design and magnetic force analysis of a new crawler-type permanent magnetic adsorption wall - Climbing. ICIA Shaojie Hu, Rushu Peng, Kai He, Jiuhua Li, Jiannan Cai, Wei Zhou
2017	—	`conf`	The design of permanent-magnetic wheeled wall-climbing robot. ICIA Jiannan Cai, Kai He, Haitao Fang, Hao Chen, Shaojie Hu, Wei Zhou