Razieh Sheikhpour

1.9k total citations · 1 hit paper
46 papers, 1.2k citations indexed

About

Razieh Sheikhpour is a scholar working on Computer Vision and Pattern Recognition, Molecular Biology and Artificial Intelligence. According to data from OpenAlex, Razieh Sheikhpour has authored 46 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 12 papers in Molecular Biology and 11 papers in Artificial Intelligence. Recurrent topics in Razieh Sheikhpour's work include Face and Expression Recognition (13 papers), Computational Drug Discovery Methods (9 papers) and Machine Learning in Bioinformatics (5 papers). Razieh Sheikhpour is often cited by papers focused on Face and Expression Recognition (13 papers), Computational Drug Discovery Methods (9 papers) and Machine Learning in Bioinformatics (5 papers). Razieh Sheikhpour collaborates with scholars based in Iran, Australia and Türkiye. Razieh Sheikhpour's co-authors include Mehdi Agha Sarram, Sajjad Gharaghani, Mohammad Ali Zare Chahooki, Kamal Berahmand, Robab Sheikhpour, Saman Forouzandeh, Alimohammad Latif, Mehrnoush Mohammadi, Yuefeng Li and Sam Jabbehdari and has published in prestigious journals such as Expert Systems with Applications, ACM Computing Surveys and Pattern Recognition.

In The Last Decade

Razieh Sheikhpour

44 papers receiving 1.1k 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.

A Survey on semi-supervised feature selection methods

2016 375 citations Razieh Sheikhpour, Mehdi Agha Sarram et al. Pattern Recognition profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Razieh Sheikhpour Iran	16	570	421	179	130	118	46	1.2k
Lingfeng Niu China	16	711 1.2×	447 1.1×	104 0.6×	69 0.5×	69 0.6×	82	1.2k
Xiao Luo China	23	784 1.4×	471 1.1×	165 0.9×	58 0.4×	94 0.8×	129	1.6k
Dejing Dou China	26	1.3k 2.2×	518 1.2×	233 1.3×	192 1.5×	158 1.3×	109	2.3k
Cédric Archambeau United Kingdom	19	606 1.1×	234 0.6×	150 0.8×	61 0.5×	98 0.8×	49	1.1k
Ruichu Cai China	21	791 1.4×	242 0.6×	234 1.3×	218 1.7×	154 1.3×	135	1.5k
Malay K. Pakhira India	7	569 1.0×	264 0.6×	77 0.4×	57 0.4×	67 0.6×	22	915
Michael E. Houle Japan	18	872 1.5×	375 0.9×	98 0.5×	252 1.9×	98 0.8×	72	1.5k
Yu Xue China	13	454 0.8×	178 0.4×	198 1.1×	180 1.4×	96 0.8×	22	898
Jie Cheng United States	16	423 0.7×	184 0.4×	148 0.8×	179 1.4×	97 0.8×	51	1.0k

Countries citing papers authored by Razieh Sheikhpour

Since Specialization

Citations

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

Fields of papers citing papers by Razieh Sheikhpour

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Razieh Sheikhpour

This figure shows the co-authorship network connecting the top 25 collaborators of Razieh Sheikhpour. A scholar is included among the top collaborators of Razieh Sheikhpour 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 Razieh Sheikhpour. Razieh Sheikhpour 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

Saberi-Movahed, Farid, Kamal Berahmand, Razieh Sheikhpour, et al.. (2025). Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey. ACM Computing Surveys. 58(5). 1–41. 4 indexed citations

Sheikhpour, Razieh, Farid Saberi-Movahed, Mahdi Jalili, & Kamal Berahmand. (2025). Semi-supervised feature selection with concept factorization and robust label learning. Pattern Recognition. 172. 112317–112317.

Berahmand, Kamal, Mehrnoush Mohammadi, Razieh Sheikhpour, et al.. (2025). Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering. ACM Transactions on Knowledge Discovery from Data. 19(9). 1–28.

Sheikhpour, Razieh, Kamal Berahmand, Mehrnoush Mohammadi, & Hassan Khosravi. (2024). Sparse feature selection using hypergraph Laplacian-based semi-supervised discriminant analysis. Pattern Recognition. 157. 110882–110882. 35 indexed citations

Sheikhpour, Razieh, Mehrnoush Mohammadi, Kamal Berahmand, Farid Saberi-Movahed, & Hassan Khosravi. (2024). Robust semi-supervised multi-label feature selection based on shared subspace and manifold learning. Information Sciences. 699. 121800–121800. 13 indexed citations

Latif, Alimohammad, et al.. (2023). A survey on deep learning-based image forgery detection. Pattern Recognition. 144. 109778–109778. 47 indexed citations

Forouzandeh, Saman, Mehrdad Rostami, Kamal Berahmand, & Razieh Sheikhpour. (2023). Health-aware food recommendation system with dual attention in heterogeneous graphs. Computers in Biology and Medicine. 169. 107882–107882. 23 indexed citations

Forouzandeh, Saman, Kamal Berahmand, Razieh Sheikhpour, & Yuefeng Li. (2023). A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet). Expert Systems with Applications. 231. 120699–120699. 42 indexed citations

Sheikhpour, Razieh, et al.. (2022). Drug-target interaction prediction using reliable negative samples and effective feature selection methods. Journal of Pharmacological and Toxicological Methods. 116. 107191–107191. 3 indexed citations

10.

Sheikhpour, Razieh, et al.. (2021). BRNS + SSFSM-DTI: A hybrid method for drug-target interaction prediction based on balanced reliable negative samples and semi-supervised feature selection. Chemometrics and Intelligent Laboratory Systems. 220. 104462–104462. 7 indexed citations

11.

Sheikhpour, Razieh, et al.. (2018). Semi-supervised sparse feature selection via graph Laplacian based scatter matrix for regression problems. Information Sciences. 468. 14–28. 32 indexed citations

12.

Sheikhpour, Razieh, et al.. (2017). A combined Fisher and Laplacian score for feature selection in QSAR based drug design using compounds with known and unknown activities. Journal of Computer-Aided Molecular Design. 32(2). 375–384. 20 indexed citations

13.

Sheikhpour, Razieh, et al.. (2017). A kernelized non-parametric classifier based on feature ranking in anisotropic Gaussian kernel. Neurocomputing. 267. 545–555. 14 indexed citations

14.

Sheikhpour, Robab & Razieh Sheikhpour. (2016). Breast cancer diagnosis using non-parametric kernel density estimation. Razi Journal of Medical Sciences. 23(144). 30–40. 1 indexed citations

15.

Sheikhpour, Razieh, et al.. (2015). Breast Cancer Detection Using Two-Step Reduction of Features Extracted From Fine Needle Aspirate and Data Mining Algorithms. 7(4). 43–51. 3 indexed citations

16.

Sheikhpour, Razieh, Razieh Sheikhpour, Mehdi Agha Sarram, Robab Sheikhpour, & Robab Sheikhpour. (2015). Particle swarm optimization for bandwidth determination and feature selection of kernel density estimation based classifiers in diagnosis of breast cancer. Applied Soft Computing. 40. 113–131. 137 indexed citations

17.

Sheikhpour, Razieh & Mehdi Agha Sarram. (2014). Diagnosis of Diabetes Using an Intelligent Approach Based on Bi-Level Dimensionality Reduction and Classification Algorithms. Iranian journal of diabetes and obesity. 6(2). 74–84. 9 indexed citations

18.

Sheikhpour, Razieh & Sam Jabbehdari. (2012). An Energy Efficient Cluster-chain Based Routing Protocol for Time Critical Applications in Wireless Sensor Networks. Indian Journal of Science and Technology. 5(5). 2741–2749. 3 indexed citations

19.

Sheikhpour, Razieh, et al.. (2012). A best practice approach for integration of ITIL and ISO/IEC 27001 services for information security management. Indian Journal of Science and Technology. 5(2). 2170–2176. 12 indexed citations

20.

Sheikhpour, Razieh. (2012). A best practice approach for integration of ITIL and ISO/IEC 27001 services for information security management. Indian Journal of Science and Technology. 5(3). 1–7. 7 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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