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I am currently an Associate Professor in Northwestern Polytechnical University, Xi'an, P.R. China.
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Northwestern Polytechnical University
Data Scientist
June 29, 2026 – Present
Residual-driven-Fuzzy-C-Means-for-image-segmentation-published-in-IEEE-CAA-JAS-and-IEEE-TCYB
April 14, 2023 – April 14, 2023
We elaborate on residual-driven Fuzzy C-Means (FCM) for image segmentation, which is the first approach that realizes accurate residual (noise/outliers) estimation and enables noise-free image to participate in clustering.
View ProjectResidual-sparse-Fuzzy-C-Means-clustering-algorithm-for-image-segmentation-IEEE-TFS-2021
April 13, 2023 – April 13, 2023
We propose a residual-sparse Fuzzy C-Means clustering algorithm for image segmentation, published in IEEE TFS, 2021.
View ProjectSparse-regularization-based-Fuzzy-C-Means-clustering-algorithm-for-image-segmentation-IEEE-TFS-2021
April 13, 2023 – April 13, 2023
We propose a sparse regularization-based Fuzzy C-Means clustering algorithm for image segmentation, published in IEEE TFS, 2021.
View ProjectKullback-Leibler-divergence-based-Fuzzy-C-Means-algorithm-for-image-segmentation-IEEE-T-CYB-2022-
March 29, 2023 – March 29, 2023
We elaborate on a Kullback-Leibler divergence-based Fuzzy C-Means (KLDFCM) algorithm by incorporating a tight wavelet frame transform and morphological reconstruction.
View ProjectCultural Fit Analysis
The candidate's projects are highly specialized in image segmentation and clustering, primarily using Matlab. While this demonstrates deep expertise in a niche area, the lack of diversity in technologies (e.g., Python, R, SQL, cloud platforms) and project types (e.g., industry applications, large-scale data processing) suggests a potentially narrow scope for broader data science roles. The single listed experience as 'Data Scientist' at a university aligns with research, but broader industry fit is unclear.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric or English test scores are available.