Zhi Cai

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 56

Top Venues

ISPRS Int. J. Geo Inf.

IEEE Trans. Intell. Transp. Syst.

CoRR

IEEE Access

Manchester Metropolitan University, UK (PHD)

Education History

Manchester Metropolitan University, UK

PHD

Publications

Huijing Yang, Juan Fang, Xing Su, Zhi Cai, Yuening Wang
RL-CoPref: a reinforcement learning-based coordinated prefetching controller for multiple prefetchers. J. Supercomput. 80 (9) (2024)
Zhi Cai, Yingjie Gao, Yaoyan Zheng, Nan Zhou, Di Huang
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes. CoRR (2024)
Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. CoRR (2024)
Mengmeng Chang, Zhiming Ding, Zilin Zhao, Zhi Cai
Heterogeneous Modular Traffic Prediction Based on Multilayer Graph Convolutional Network. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Zhi Cai, Jiahang Liu, Lin Xu, Jiayi Wang
Cooperative path planning study of distributed multi-mobile robots based on optimised ACO algorithm. Robotics Auton. Syst. 179 (2024)
Zhi Cai, Songtao Liu, Guodong Wang, Zheng Ge, Xiangyu Zhang, Di Huang
Align-DETR: Improving DETR with Simple IoU-aware BCE loss. CoRR (2023)
Qing Mi, Mingjie Chen, Zhi Cai, Xibin Jia
What makes a readable code? A causal analysis method. Softw. Pract. Exp. 53 (6) (2023)
Xing Su, Wenjie Sun, Chenting Song, Zhi Cai, Limin Guo
A Latent-Factor-Model-Based Approach for Traffic Data Imputation with Road Network Information. ISPRS Int. J. Geo Inf. 12 (9) (2023)
Zhi Cai, Yuyu Shu, Xing Su, Limin Guo, Zhiming Ding
A traffic data interpolation method for IoT sensors based on spatio-temporal dependence. Internet Things 21 (2023)
Xing Su, Yiting Ren, Zhi Cai, Yi Liang, Limin Guo
A Q-Learning-Based Routing Approach for Energy Efficient Information Transmission in Wireless Sensor Network. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Zhi Cai, Qian Dong, Meihui Shi, Xing Su, Limin Guo, Zhiming Ding
VOLTCom: A Novel Online Trajectory Compression Method Based on Vector Processing. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Wei Deng, Juncheng Chen, Zhen Li, Weiwei Wang, Zhi Cai
A-share Trading Strategy Based on MTL-DDPG. CSAI (2023)
Zhi Cai, Sai Dai, Qiang Ding, Jiali Zhang, Dan Xu, Yuxuan Li
Gray wolf optimization-based wind power load mid-long term forecasting algorithm. Comput. Electr. Eng. 109 (Part B) (2023)
Zhi Cai, Tao Wang, Qing Mi, Xing Su, Limin Guo, Zhiming Ding
Dynamic Weighted Road Network Based Multi-Vehicles Navigation and Evacuation. ISPRS Int. J. Geo Inf. 12 (3) (2023)
Zilin Zhao, Yuanying Chi, Zhiming Ding, Mengmeng Chang, Zhi Cai
Latent Semantic Sequence Coding Applied to Taxi Travel Time Estimation. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Man Cao, Zhiyong Yin, Yajun Wang, Le Yu, Peiran Shi, Zhi Cai
A Reliable Energy Trading Strategy in Intelligent Microgrids Using Deep Reinforcement Learning. Comput. Electr. Eng. 110 (2023)
Zhi Cai, Jiahang Liu, Weijian Chi, Bo Zhang
A Low-Cost and Robust Multi-Sensor Data Fusion Scheme for Heterogeneous Multi-Robot Cooperative Positioning in Indoor Environments. Remote. Sens. 15 (23) (2023)
Limin Guo, Dongze Li, Zhi Cai
A Composite Grid Clustering Algorithm Based on Density and Balance Degree. SpatialDI (2023)
Juncheng Chen, Zhanling Liu, Xiaoyun Cai, Zhi Cai, Weiwei Wang
Financial Time Series Trading using DDPG Considering Multi-scale Features. ICCAI (2023)
Zhi Cai, Fangzhe Liu, Qiong Qi, Xing Su, Limin Guo, Zhiming Ding
Skyline-Based Sorting Approach for Rail Transit Stations Visualization. ISPRS Int. J. Geo Inf. 12 (3) (2023)
Huijing Yang, Juan Fang, Min Cai, Zhi Cai
A Prefetch-Adaptive Intelligent Cache Replacement Policy Based on Machine Learning. J. Comput. Sci. Technol. 38 (2) (2023)
Bowen Yang, Zunhao Liu, Zhi Cai, Dongze Li, Xing Su, Limin Guo, Zhiming Ding
A Novel Traffic Flow Reduction Method Based on Incomplete Vehicle History Spatio-Temporal Trajectory Data. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Mengmeng Chang, Zhiming Ding, Zhi Cai, Zilin Zhao, Lei Yuan
Prediction of Evolution Behaviors of Transportation Hubs Based on Spatiotemporal Neural Network. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Zhi Cai, Meilin Ji, Hongbing Ren, Qing Mi, Limin Guo, Zhiming Ding
A Novel Method for Groups Identification Based on Spatio-Temporal Trajectories. SpatialDI (2022)
Jun-Cheng Chen, Zhen Li, Xiaoyun Cai, Zhi Cai, Wei-Wei Wang
A deep learning algorithm for stock selection based on multi-factor anomaly detection. CCIS (2022)
Zhi Cai, Jiawei Wang, Tong Li, Bowen Yang, Xing Su, Limin Guo, Zhiming Ding
A Novel Trajectory Based Prediction Method for Urban Subway Design. ISPRS Int. J. Geo Inf. 11 (2) (2022)
Zhi Cai, Xuerui Cui, Xing Su, Limin Guo, Zhiming Ding
Speed and Direction Aware Skyline Query for Moving Objects. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Jun-Cheng Chen, Cong-Xiao Chen, Lijuan Duan, Zhi Cai
DDPG based on multi-scale strokes for financial time series trading strategy. ICCTA (2022)
Jun-Cheng Chen, Cong-Xiao Chen, Lijuan Duan, Zhi Cai
DDPG based on multi-scale strokes for financial time series trading strategy. CoRR (2022)
Bowen Yang, Jin Yan, Zhi Cai, Zhiming Ding, Dongze Li, Yang Cao, Limin Guo
A Novel Heuristic Emergency Path Planning Method Based on Vector Grid Map. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Xing Su, Minjie Zhang, Yi Liang, Zhi Cai, Limin Guo, Zhiming Ding
A Tensor-Based Approach for the QoS Evaluation in Service-Oriented Environments. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Hai-Tao Zhang, Binbin Hu, Zhecheng Xu, Zhi Cai, Bin Liu, Xudong Wang, Tao Geng, Sheng Zhong, Jin Zhao
Visual Navigation and Landing Control of an Unmanned Aerial Vehicle on a Moving Autonomous Surface Vehicle via Adaptive Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (12) (2021)
Zhi Cai, Xuerui Cui, Xing Su, Limin Guo, Zhining Liu, Zhiming Ding
Continuous Road Network-Based Skyline Query for Moving Objects. IEEE Trans. Intell. Transp. Syst. 22 (12) (2021)
Zhi Cai, Gongyu Sun, Xing Su, Tong Li, Limin Guo, Zhiming Ding
Visual Analysis of Land Use Characteristics Around Urban Rail Transit Stations. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Qing Mi, Yan Xiao, Zhi Cai, Xibin Jia
The effectiveness of data augmentation in code readability classification. Inf. Softw. Technol. 129 (2021)
Zhi Cai, Meilin Ji, Qing Mi, Bowen Yang, Xing Su, Limin Guo, Zhiming Ding
Dynamic Grid-Based Spatial Density Visualization and Rail Transit Station Prediction. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Fanxing Meng, Weimin Wei, Zhi Cai, Chang Liu
Application of Improved YOLOv3 Algorithm in Mask Recognition. ACIIDS (2021)
Zhi Cai, Tong Li, Xing Su, Limin Guo, Zhiming Ding
Research on Analysis Method of Characteristics Generation of Urban Rail Transit. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Yang Cao, Fei Xue, Yuanying Chi, Zhiming Ding, Limin Guo, Zhi Cai, Hengliang Tang
Effective spatio-temporal semantic trajectory generation for similar pattern group identification. Int. J. Mach. Learn. Cybern. 11 (2) (2020)
Xing Su, Zhi Cai, Xibin Jia, Limin Guo, Zhiming Ding
A Self-Adaptive Approach for Mobile Wireless Sensors to Achieve Energy Efficient Information Transmission. IEEE Access 8 (2020)
Zhi Cai, Georgios Kalamatianos, Georgios John Fakas, Nikos Mamoulis, Dimitris Papadias
Diversified spatial keyword search on RDF data. VLDB J. 29 (5) (2020)
Bowen Yang, Zhiming Ding, Lei Yuan, Jin Yan, Limin Guo, Zhi Cai
A Novel Urban Emergency Path Planning Method Based on Vector Grid Map. IEEE Access 8 (2020)
Fangfang Liang, Lijuan Duan, Wei Ma, Yuanhua Qiao, Zhi Cai, Jun Miao, Qixiang Ye
CoCNN: RGB-D deep fusion for stereoscopic salient object detection. Pattern Recognit. 104 (2020)
Zhi Cai, Xuerui Cui, Xing Su, Qing Mi, Limin Guo, Zhiming Ding
A Novel Vector-Based Dynamic Path Planning Method in Urban Road Network. IEEE Access 8 (2020)
Zhi Cai, Xu Lan, Xing Su, Kun Lang, Yang Cao
ValueRank: Keyword Search of Object Summaries Considering Values. KSII Trans. Internet Inf. Syst. 13 (12) (2019)
Zhi Cai, Fujie Ren, Juncheng Chen, Zhiming Ding
Vector-Based Trajectory Storage and Query for Intelligent Transport System. IEEE Trans. Intell. Transp. Syst. 19 (5) (2018)
Georgios John Fakas, Zhi Cai
Object summaries for keyword search. Encycl. Semantic Comput. Robotic Intell. 2 (2) (2018)
Yang Cao, Zhi Cai, Fei Xue, Tong Li, Zhiming Ding
Semantic Trajectory Based Behavior Generation for Groups Identification. KSII Trans. Internet Inf. Syst. 12 (12) (2018)
Georgios John Fakas, Yilun Cai, Zhi Cai, Nikos Mamoulis
Thematic ranking of object summaries for keyword search. Data Knowl. Eng. 113 (2018)
Xutan Peng, Chen Li, Zhi Cai, Faqiang Shi, Yidan Liu, Jianxin Li
A Lightweight Music Texture Transfer System. CoRR (2018)
Fangfang Liang, Lijuan Duan, Wei Ma, Yuanhua Qiao, Zhi Cai, Laiyun Qing
Stereoscopic saliency model using contrast and depth-guided-background prior. Neurocomputing 275 (2018)
Zhinming Ding, Fujie Ren, Zhi Cai, Yang Cao
Urban Road Congestion Condition Discrimination Research Based on Vector Features. DSC (2018)
Zhi Cai, Fujie Ren, Yuanying Chi, Xibin Jia, Lijuan Duan, Zhiming Ding
Multi-vehicles dynamic navigating method for large-scale event crowd evacuations. GeoInformatica 22 (2) (2018)
Georgios John Fakas, Zhi Cai, Nikos Mamoulis
Diverse and proportional size-l object summaries using pairwise relevance. VLDB J. 25 (6) (2016)
Yahong Zhang, Yujian Li, Zhi Cai
Correlation-based pruning of dependent binary relevance models for Multi-label classification. ICCI*CC (2015)
Georgios John Fakas, Zhi Cai, Nikos Mamoulis
Diverse and Proportional Size-l Object Summaries for Keyword Search. SIGMOD Conference (2015)
Georgios John Fakas, Zhi Cai, Nikos Mamoulis
Versatile Size-$l$ Object Summariesfor Relational Keyword Search. IEEE Trans. Knowl. Data Eng. 26 (4) (2014)
Yujian Li, Houjun Li, Zhi Cai
Fast Orthogonal Haar Transform PatternMatching via Image Square Sum. IEEE Trans. Pattern Anal. Mach. Intell. 36 (9) (2014)
Xin Jin, Yujian Li, Yihua Zhou, Zhi Cai
Applying Average Density to Example Dependent Costs SVM based on Data Distribution. J. Comput. 8 (1) (2013)
Yujian Li, Houjun Li, Zhi Cai
Human eyebrow recognition in the matching-recognizing framework. Comput. Vis. Image Underst. 117 (2) (2013)
Georgios John Fakas, Zhi Cai, Nikos Mamoulis
Size-l Object Summaries for Relational Keyword Search CoRR (2011)
Georgios John Fakas, Zhi Cai, Nikos Mamoulis
Size-l Object Summaries for Relational Keyword Search. Proc. VLDB Endow. 5 (3) (2011)
Georgios John Fakas, Ben Cawley, Zhi Cai
Automated Generation of Personal Data Reports from Relational Databases. J. Inf. Knowl. Manag. 10 (2) (2011)
Yukui Wang, Wang Qi, Zhi Cai, Zhaoqi Zeng, Zhenlong Wang
4-axis micro ED-milling of micro 3D structures on cylindrical workpiece based on CAD/CAM commercial software. EMEIT (2011)
Le Peng, Zhi Cai, Guowen Wu
Predict Ranking of Object Summaries with Hidden Markov Model. CIS (1) (2009)
Georgios John Fakas, Zhi Cai
Ranking of Object Summaries. ICDE (2009)
Zhi Cai, Kim-Chuan Toh
Solving Second Order Cone Programming via a Reduced Augmented System Approach. SIAM J. Optim. 17 (3) (2006)
Zhi Cai, Robert M. Freund
On Two Measures of Problem Instance Complexity and their Correlation with the Performance of SeDuMi on Second-Order Cone Problems. Comput. Optim. Appl. 34 (3) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhi Cai