Changhua Lu

1.0k total citations · 1 hit paper
48 papers, 736 citations indexed

About

Changhua Lu is a scholar working on Computer Vision and Pattern Recognition, Biomedical Engineering and Control and Systems Engineering. According to data from OpenAlex, Changhua Lu has authored 48 papers receiving a total of 736 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Computer Vision and Pattern Recognition, 10 papers in Biomedical Engineering and 9 papers in Control and Systems Engineering. Recurrent topics in Changhua Lu's work include Spectroscopy and Chemometric Analyses (9 papers), EEG and Brain-Computer Interfaces (8 papers) and Non-Invasive Vital Sign Monitoring (6 papers). Changhua Lu is often cited by papers focused on Spectroscopy and Chemometric Analyses (9 papers), EEG and Brain-Computer Interfaces (8 papers) and Non-Invasive Vital Sign Monitoring (6 papers). Changhua Lu collaborates with scholars based in China, Taiwan and Indonesia. Changhua Lu's co-authors include Tao Wang, Feng Hong, Weiwei Jiang, Chun Liu, Mei Yang, Yining Sun, Jizhou Wang, Yujun Zhang, Chun Liu and Ruru Liu and has published in prestigious journals such as IEEE Access, Sensors and BioMed Research International.

In The Last Decade

Changhua Lu

42 papers receiving 704 citations

Hit Papers

Automatic ECG Classification Using Continuous Wavelet Tra... 2021 2026 2022 2024 2021 50 100 150
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.

  1. Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network
    2021 187 citations Tao Wang, Changhua Lu et al. Entropy profile →

Peers

Changhua Lu
Hongxing Liu China
Sheikh Shanawaz Mostafa Portugal
Fábio Mendonça Portugal
Hsien–Tsai Wu Taiwan
M. Suchetha India
David Cuesta–Frau Spain
Wenbin Shi China
Philippe Ravier France
Jean‐Marc Girault France
Hongxing Liu China
Changhua Lu
Citations per year, relative to Changhua Lu Changhua Lu (= 1×) peers Hongxing Liu

Countries citing papers authored by Changhua Lu

Since Specialization
Citations

This map shows the geographic impact of Changhua Lu'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 Changhua Lu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Changhua Lu more than expected).

Fields of papers citing papers by Changhua Lu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Changhua Lu. 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 Changhua Lu. The network helps show where Changhua Lu may publish in the future.

Co-authorship network of co-authors of Changhua Lu

This figure shows the co-authorship network connecting the top 25 collaborators of Changhua Lu. A scholar is included among the top collaborators of Changhua Lu 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 Changhua Lu. Changhua Lu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
2.
Wang, Tao, et al.. (2024). A brain structure learning-guided multi-view graph representation learning for brain network analysis. Quantitative Imaging in Medicine and Surgery. 14(9). 6294–6310. 1 indexed citations
3.
Lu, Changhua, et al.. (2022). OMNet: Object- Perception Multi-Branch Network for Pedestrian Re-Identification. Big Data Research. 27. 100302–100302. 1 indexed citations
4.
Lu, Changhua, et al.. (2022). Sleep Apnea Detection Based on Multi-Scale Residual Network. Life. 12(1). 119–119. 6 indexed citations
5.
Lu, Changhua, et al.. (2021). Toe PPG sample extension for supervised machine learning approaches to simultaneously predict type 2 diabetes and peripheral neuropathy. Biomedical Signal Processing and Control. 71. 103236–103236. 9 indexed citations
6.
Lu, Changhua, et al.. (2021). Convolutional Neural Network for Heartbeat Classification. 253–258. 3 indexed citations
7.
Lu, Changhua, et al.. (2021). Machine learning prediction of future peripheral neuropathy in type 2 diabetics with percussion entropy and body mass indices. Journal of Applied Biomedicine. 41(3). 1140–1149. 13 indexed citations
8.
Wang, Tao, et al.. (2021). Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network. Entropy. 23(1). 119–119. 187 indexed citations breakdown →
9.
Lu, Changhua, et al.. (2021). RDNet: Regression Dense and Attention for Object Detection in Traffic Symbols. IEEE Sensors Journal. 21(22). 25372–25378. 12 indexed citations
10.
Wang, Tao, Changhua Lu, Mei Yang, Feng Hong, & Chun Liu. (2020). A hybrid method for heartbeat classification via convolutional neural networks, multilayer perceptrons and focal loss. PeerJ Computer Science. 6. e324–e324. 23 indexed citations
11.
Zhang, Mengyang, Changhua Lu, & Chun Liu. (2019). Improved double-threshold denoising method based on the wavelet transform. OSA Continuum. 2(8). 2328–2328. 5 indexed citations
12.
Wang, Jizhou, Changhua Lu, & Weiwei Jiang. (2018). Simultaneous Ship Detection and Orientation Estimation in SAR Images Based on Attention Module and Angle Regression. Sensors. 18(9). 2851–2851. 74 indexed citations
13.
Zhu, Chao, Changhua Lu, Wenqing Liu, et al.. (2014). Research of phase correction technology based on interference pattern in FTIR. JOURNAL OF ELECTRONIC MEASUREMENT AND INSTRUMENT. 27(7). 663–668.
14.
Zhang, Yujun, Nanjing Zhao, Wei Zhang, et al.. (2014). [Analysis of three-dimensional fluorescence overlapping spectra using nonnegative matrix factorization].. PubMed. 34(3). 689–94. 1 indexed citations
15.
Chen, Xiaoting, Changhua Lu, Wenqing Liu, & Yujun Zhang. (2013). A New Algorithm for Calculating the Daytime Visibility Based on the Color Digital Camera. 6 indexed citations
16.
Zhang, Yujun, Gaofang Yin, Nanjing Zhao, et al.. (2013). Discrimination of three dimensional fluorescence spectra based on wavelet analysis and independent component analysis. Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy. 124. 52–58. 12 indexed citations
17.
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Lu, Changhua & Jing Zhang. (2010). Design and simulation of a fuzzy-PID composite parameters' controller with MATLAB. 19. V4–308. 8 indexed citations
19.
Lu, Changhua, Hong Chen, Wenqing Liu, et al.. (2010). Research of spectrum preprocessing based on wavelet transform and principal component analysis. 1 indexed citations
20.
Lu, Changhua, et al.. (2007). Application of Multisim8 in the Circuits Fault Simulation. 6. 4–241. 1 indexed citations

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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