Zhihua Cai

9.8k total citations · 2 hit papers
224 papers, 7.2k citations indexed

About

Zhihua Cai is a scholar working on Artificial Intelligence, Media Technology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Zhihua Cai has authored 224 papers receiving a total of 7.2k indexed citations (citations by other indexed papers that have themselves been cited), including 120 papers in Artificial Intelligence, 54 papers in Media Technology and 53 papers in Computer Vision and Pattern Recognition. Recurrent topics in Zhihua Cai's work include Remote-Sensing Image Classification (51 papers), Metaheuristic Optimization Algorithms Research (50 papers) and Evolutionary Algorithms and Applications (41 papers). Zhihua Cai is often cited by papers focused on Remote-Sensing Image Classification (51 papers), Metaheuristic Optimization Algorithms Research (50 papers) and Evolutionary Algorithms and Applications (41 papers). Zhihua Cai collaborates with scholars based in China, Australia and Canada. Zhihua Cai's co-authors include Wenyin Gong, Liangxiao Jiang, Xiaobo Liu, Charles X. Ling, Yaoming Cai, Jia Wu, Dianhong Wang, Yongshan Zhang, Hui Li and Harry Zhang and has published in prestigious journals such as Scientific Reports, Applied Energy and European Journal of Operational Research.

In The Last Decade

Zhihua Cai

208 papers receiving 7.0k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Differential Evolution With Ranking-Based Mutation Operators

2013 332 citations Zhihua Cai et al. profile →
BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image

2019 214 citations Yaoming Cai, Xiaobo Liu et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Zhihua Cai China	49	4.1k	1.8k	1.3k	1.1k	753	224	7.2k
Rui Zhang China	31	4.7k 1.2×	581 0.3×	2.4k 1.9×	1.0k 0.9×	1.8k 2.4×	198	8.3k
A. K. Qin Australia	43	8.2k 2.0×	4.0k 2.3×	1.7k 1.3×	1.0k 0.9×	1.5k 2.1×	218	13.4k
Ahmed A. Ewees Egypt	48	4.5k 1.1×	1.3k 0.8×	1.5k 1.2×	343 0.3×	1.4k 1.8×	152	8.6k
Sanghamitra Bandyopadhyay India	45	5.2k 1.3×	1.5k 0.8×	2.0k 1.6×	591 0.5×	615 0.8×	239	10.3k
Mohammed A. A. Al‐qaness China	44	3.2k 0.8×	771 0.4×	1.2k 1.0×	296 0.3×	1.2k 1.6×	174	7.1k
Diego Oliva Mexico	49	4.6k 1.1×	1.3k 0.7×	1.8k 1.4×	603 0.5×	1.3k 1.7×	215	8.1k
Nor Ashidi Mat Isa Malaysia	42	2.0k 0.5×	468 0.3×	2.8k 2.2×	1.3k 1.1×	535 0.7×	229	6.1k
Wu Deng China	47	3.0k 0.7×	993 0.6×	1.1k 0.9×	268 0.2×	1.1k 1.4×	153	8.8k
Jeng‐Shyang Pan China	57	5.3k 1.3×	2.1k 1.2×	4.5k 3.6×	564 0.5×	2.0k 2.6×	757	12.8k
Bing Xue New Zealand	53	9.2k 2.3×	2.9k 1.7×	2.8k 2.2×	371 0.3×	641 0.9×	475	13.3k

Countries citing papers authored by Zhihua Cai

Since Specialization

Citations

This map shows the geographic impact of Zhihua Cai's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Zhihua Cai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zhihua Cai more than expected).

Fields of papers citing papers by Zhihua Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zhihua Cai. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Zhihua Cai. The network helps show where Zhihua Cai may publish in the future.

Co-authorship network of co-authors of Zhihua Cai

This figure shows the co-authorship network connecting the top 25 collaborators of Zhihua Cai. A scholar is included among the top collaborators of Zhihua Cai based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Zhihua Cai. Zhihua Cai is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Cai, Zhihua, Muhammad Shoaib, Javed Iqbal, et al.. (2024). Machine Learning Models for Water Quality Prediction: A Comprehensive Analysis and Uncertainty Assessment in Mirpurkhas, Sindh, Pakistan. Water. 16(7). 941–941. 33 indexed citations

Zhang, Yongshan, et al.. (2024). Bipartite Graph-Based Projected Clustering With Local Region Guidance for Hyperspectral Imagery. IEEE Transactions on Multimedia. 26. 9551–9563. 28 indexed citations

Chen, Shuo, et al.. (2024). Coverage Path Planning of Heterogeneous Unmanned Aerial Vehicles Based on Dual-Stage Genetic Algorithm. 375–382. 1 indexed citations

Chen, Huiting, et al.. (2024). Bird Species Recognition by Integrating EfficientNet-B0 Deep Learning Architecture and Broad Learning System. 4455–4459.

Zhang, Yongshan, et al.. (2024). Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–13. 15 indexed citations

Cai, Yaoming, Zijia Zhang, Pedram Ghamisi, et al.. (2022). Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–13. 50 indexed citations

Zhang, Yanyun, Guan‐Yu Chen, & Zhihua Cai. (2021). Small Target Detection Based on Squared Cross Entropy and Dense Feature Pyramid Networks. IEEE Access. 9. 55179–55190. 8 indexed citations

Cai, Yaoming, Zijia Zhang, Zhihua Cai, Xiaobo Liu, & Xinwei Jiang. (2021). Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image. IEEE Geoscience and Remote Sensing Letters. 19. 1–5. 40 indexed citations

Zhang, Yongshan, et al.. (2019). Multi-View Fusion with Extreme Learning Machine for Clustering. ACM Transactions on Intelligent Systems and Technology. 10(5). 1–23. 52 indexed citations

10.

Jiang, Junjun, et al.. (2018). Trilateral Smooth Filtering for Hyperspectral Image Feature Extraction. IEEE Geoscience and Remote Sensing Letters. 16(5). 781–785. 10 indexed citations

11.

Jiang, Xinwei, et al.. (2018). Laplacian Regularized Spatial-Aware Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery. Remote Sensing. 11(1). 29–29. 20 indexed citations

12.

Liu, Xiaobo, Zhentao Liu, Guangjun Wang, Zhihua Cai, & Harry Zhang. (2017). Ensemble Transfer Learning Algorithm. IEEE Access. 6. 2389–2396. 79 indexed citations

13.

Cai, Zhihua, Zemin Li, Liping Wang, et al.. (2016). A three-dimensional finite element modelling of human chest injury following front or side impact loading. Journal of Vibroengineering. 18(1). 539–550. 10 indexed citations

14.

Wu, Jia, Shirui Pan, Xingquan Zhu, Zhihua Cai, & Chengqi Zhang. (2015). Multi-graph-view learning for complicated object classification. UTS ePRESS (University of Technology Sydney). 3953–3959. 8 indexed citations

15.

Cai, Zhihua. (2013). Fast Color Image Segmentation Based on Improved K-means Clustering Algorithm.

16.

Cai, Zhihua. (2012). Hyperspectral Remote Sensing Image Classification Based on DE and GEP. Microelectronics & Computer. 2 indexed citations

17.

Cai, Zhihua, et al.. (2011). Multiobjective optimization by decomposition with Pareto-adaptive weight vectors. 1260–1264. 105 indexed citations

18.

Cai, Zhihua. (2008). Research on hyperspectral absorption feature parameters based classification. Computer Engineering and Applications Journal.

19.

Cai, Zhihua. (2005). Application of a novel GEP algorithm in evolutionary modeling and forecasting. Jisuanji gongcheng. 2 indexed citations

20.

Cai, Zhihua. (2001). The Examination of Simulant Curves in Livestock Productive Capability.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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