Sami Bourouis

4.7k total citations · 1 hit paper
110 papers, 2.5k citations indexed

About

Sami Bourouis is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Sami Bourouis has authored 110 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 58 papers in Artificial Intelligence, 46 papers in Computer Vision and Pattern Recognition and 18 papers in Signal Processing. Recurrent topics in Sami Bourouis's work include Bayesian Methods and Mixture Models (20 papers), Speech and Audio Processing (13 papers) and Image Retrieval and Classification Techniques (10 papers). Sami Bourouis is often cited by papers focused on Bayesian Methods and Mixture Models (20 papers), Speech and Audio Processing (13 papers) and Image Retrieval and Classification Techniques (10 papers). Sami Bourouis collaborates with scholars based in Saudi Arabia, Canada and Pakistan. Sami Bourouis's co-authors include Nizar Bouguila, Hela Elmannai, Mounir Hamdi, Wajdi Alhakami, Abdullah Ayub Khan, Roobaea Alroobaea, François Cornet, M. Poongodi, Hammam Alshazly and Asif Ali Laghari and has published in prestigious journals such as Scientific Reports, Expert Systems with Applications and IEEE Access.

In The Last Decade

Sami Bourouis

102 papers receiving 2.4k citations

Hit Papers

align trajectories

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.

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

2022 137 citations Dong Zhao, Hela Elmannai et al. Computers in Biology and Medicine profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sami Bourouis Saudi Arabia	29	845	596	424	364	249	110	2.5k
Mokhtar Mohammadi Iraq	33	830 1.0×	444 0.7×	536 1.3×	163 0.4×	119 0.5×	100	3.2k
C. Krishna Mohan India	35	1.1k 1.3×	1.3k 2.2×	351 0.8×	291 0.8×	86 0.3×	131	3.3k
Mostafa M. Fouda United States	34	1.3k 1.5×	687 1.2×	1.2k 2.8×	526 1.4×	416 1.7×	266	4.4k
Mamta Mittal India	28	1.0k 1.2×	709 1.2×	269 0.6×	442 1.2×	360 1.4×	109	3.2k
Manoj Diwakar India	25	453 0.5×	1.2k 2.0×	129 0.3×	122 0.3×	426 1.7×	217	2.5k
Tao Wan China	27	719 0.9×	1.0k 1.7×	446 1.1×	150 0.4×	367 1.5×	154	2.6k
Ausif Mahmood United States	20	1.0k 1.2×	767 1.3×	252 0.6×	208 0.6×	185 0.7×	72	2.9k
Said Jadid Abdulkadir Malaysia	25	1.1k 1.3×	353 0.6×	355 0.8×	310 0.9×	129 0.5×	110	2.6k
Kuruva Lakshmanna India	23	876 1.0×	420 0.7×	646 1.5×	335 0.9×	242 1.0×	51	2.7k
Ganapati Panda India	32	1.7k 2.0×	598 1.0×	435 1.0×	162 0.4×	277 1.1×	230	4.8k

Countries citing papers authored by Sami Bourouis

Since Specialization

Citations

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

Fields of papers citing papers by Sami Bourouis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sami Bourouis

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Saleem, Nasir, Sami Bourouis, Hela Elmannai, & Abeer D. Algarni. (2025). CTSE-Net: Resource-efficient convolutional and TF-transformer network for speech enhancement. Knowledge-Based Systems. 317. 113452–113452.

Dhahbi, Sami, et al.. (2025). End-to-end neural automatic speech recognition system for low resource languages. Egyptian Informatics Journal. 29. 100615–100615. 2 indexed citations

Bourouis, Sami, Muhammad Irfan Khattak, Kia Dashtipour, et al.. (2025). Attentional Multimodal Speech Enhancement for Voice User Interface in Consumer Electronics. IEEE Transactions on Consumer Electronics. 71(4). 10123–10133. 2 indexed citations

Ren, Tao, et al.. (2025). An interpretable hybrid deep learning framework for gastric cancer diagnosis using histopathological imaging. Scientific Reports. 15(1). 34204–34204.

Saleem, Nasir, Sami Bourouis, Hela Elmannai, & Abeer D. Algarni. (2024). DPHT-ANet: Dual-path high-order transformer-style fully attentional network for monaural speech enhancement. Applied Acoustics. 224. 110131–110131. 1 indexed citations

Elmannai, Hela, et al.. (2024). Squeeze-and-excitation 3D convolutional attention recurrent network for end-to-end speech emotion recognition. Applied Soft Computing. 161. 111735–111735. 11 indexed citations

Khan, Abdullah Ayub, et al.. (2024). B-LPoET: A middleware lightweight Proof-of-Elapsed Time (PoET) for efficient distributed transaction execution and security on Blockchain using multithreading technology. Computers & Electrical Engineering. 118. 109343–109343. 38 indexed citations

Shafiq, Muhammad, et al.. (2024). Building Privacy-Preserving Medical Text Models With a Pretrained Transformer. IEEE Internet of Things Journal. 12(9). 11529–11538.

Li, Yu‐Peng, Yining Liu, Dong Zhao, et al.. (2023). An optimized machine learning method for predicting wogonin therapy for the treatment of pulmonary hypertension. Computers in Biology and Medicine. 164. 107293–107293. 6 indexed citations

10.

Laghari, Asif Ali, Abdullah Ayub Khan, Reem Alkanhel, Hela Elmannai, & Sami Bourouis. (2023). Lightweight-BIoV: Blockchain Distributed Ledger Technology (BDLT) for Internet of Vehicles (IoVs). Electronics. 12(3). 677–677. 69 indexed citations

11.

Zhang, Lejun, et al.. (2023). Dispersed differential hunger games search for high dimensional gene data feature selection. Computers in Biology and Medicine. 163. 107197–107197. 7 indexed citations

12.

Anjum, Nadeem, Saddam Hussain, Abeer D. Algarni, et al.. (2023). A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model. Mathematics. 11(3). 590–590. 76 indexed citations

13.

Saleem, Nasir, et al.. (2023). Multi-Attention Bottleneck for Gated Convolutional Encoder-Decoder-Based Speech Enhancement. IEEE Access. 11. 114172–114186. 10 indexed citations

14.

Kumar, Sandeep, Arpit Jain, Shilpa Rani, et al.. (2022). Deep Neural Network Based Vehicle Detection and Classification of Aerial Images. Intelligent Automation & Soft Computing. 34(1). 119–131. 44 indexed citations

15.

Zhao, Dong, Hela Elmannai, Ali Asghar Heidari, et al.. (2022). Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization. Computers in Biology and Medicine. 146. 105618–105618. 137 indexed citations breakdown →

16.

Ullah, Naeem, Ali Javed, Mustansar Ali Ghazanfar, Abdulmajeed Alsufyani, & Sami Bourouis. (2022). A novel DeepMaskNet model for face mask detection and masked facial recognition. Journal of King Saud University - Computer and Information Sciences. 34(10). 9905–9914. 57 indexed citations

17.

Khan, Mohammad Monirujjaman, et al.. (2021). Towards the Segmentation and Classification of White Blood Cell Cancer Using Hybrid Mask-Recurrent Neural Network and Transfer Learning. Contrast Media & Molecular Imaging. 2021. 1–12. 5 indexed citations

18.

Kumar, Vijay, Hammam Alshazly, Sahar Ahmed Idris, & Sami Bourouis. (2021). Evaluating the Impact of COVID-19 on Society, Environment, Economy, and Education. Sustainability. 13(24). 13642–13642. 50 indexed citations

19.

Bourouis, Sami. (2015). Adaptive Variational Model and Learning-based SVM for Medical Image Segmentation.. 149–156. 2 indexed citations

20.

Lyon‐Caen, H., Κ. Μακρόπουλος, P. Papadimitriou, et al.. (2002). Seismicity In The Aigion Area As Seen By The Corinth Rift Seismological Network. EGS General Assembly Conference Abstracts. 5400. 2 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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