Hafed Zarzour

1.4k total citations · 2 hit papers
35 papers, 881 citations indexed

About

Hafed Zarzour is a scholar working on Information Systems, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Hafed Zarzour has authored 35 papers receiving a total of 881 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Information Systems, 15 papers in Artificial Intelligence and 9 papers in Computer Networks and Communications. Recurrent topics in Hafed Zarzour's work include Recommender Systems and Techniques (14 papers), Semantic Web and Ontologies (10 papers) and Service-Oriented Architecture and Web Services (8 papers). Hafed Zarzour is often cited by papers focused on Recommender Systems and Techniques (14 papers), Semantic Web and Ontologies (10 papers) and Service-Oriented Architecture and Web Services (8 papers). Hafed Zarzour collaborates with scholars based in Algeria, Jordan and United Arab Emirates. Hafed Zarzour's co-authors include Abdelmalek Bouguettaya, Ahmed Kechida, Amine Mohammed Taberkit, Yaser Jararweh, Mokhtar Sellami, Ziad A. Al-Sharif, Mahmoud Al‐Ayyoub, Mohamed Ridda Laouar, Mohamed Tarek Khadir and Mohammad AL-Smadi and has published in prestigious journals such as Computers & Education, IEEE Transactions on Neural Networks and Learning Systems and Signal Processing.

In The Last Decade

Hafed Zarzour

34 papers receiving 847 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.

Deep learning techniques to classify agricultural crops through UAV imagery: a review

2022 198 citations Abdelmalek Bouguettaya, Hafed Zarzour et al. Neural Computing and Applications profile →
A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms

2021 173 citations Abdelmalek Bouguettaya, Hafed Zarzour et al. Signal Processing profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Hafed Zarzour Algeria	13	273	201	187	148	135	35	881
Dewei Yi United Kingdom	14	174 0.6×	160 0.8×	134 0.7×	144 1.0×	110 0.8×	31	946
Lijun He China	15	237 0.9×	175 0.9×	64 0.3×	127 0.9×	46 0.3×	53	756
Vikram Puri Vietnam	17	90 0.3×	159 0.8×	155 0.8×	116 0.8×	52 0.4×	49	991
Ignazio Gallo Italy	18	386 1.4×	98 0.5×	112 0.6×	196 1.3×	120 0.9×	81	882
Jiabao Wen China	18	433 1.6×	98 0.5×	80 0.4×	257 1.7×	34 0.3×	75	1.2k
Yurong Qian China	19	408 1.5×	164 0.8×	70 0.4×	279 1.9×	92 0.7×	115	1.2k
Doyen Sahoo Singapore	11	607 2.2×	59 0.3×	75 0.4×	428 2.9×	31 0.2×	21	1.3k
Juan Jesús Roldán Spain	16	248 0.9×	74 0.4×	32 0.2×	49 0.3×	24 0.2×	31	822
Jing Xin China	16	476 1.7×	209 1.0×	14 0.1×	148 1.0×	68 0.5×	79	1.1k
Weipeng Jing China	20	256 0.9×	25 0.1×	230 1.2×	257 1.7×	100 0.7×	121	1.1k

Countries citing papers authored by Hafed Zarzour

Since Specialization

Citations

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

Fields of papers citing papers by Hafed Zarzour

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Hafed Zarzour

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

Zarzour, Hafed, et al.. (2024). A Deep Learning-Based System for Driver Fatigue Detection. Ingénierie des systèmes d information. 29(5). 1779–1788. 2 indexed citations

Bouguettaya, Abdelmalek & Hafed Zarzour. (2024). CNN-based hot-rolled steel strip surface defects classification: a comparative study between different pre-trained CNN models. The International Journal of Advanced Manufacturing Technology. 132(1-2). 399–419. 8 indexed citations

Zarzour, Hafed, et al.. (2024). Exploring the effects of personalized recommendations on student’s motivation and learning achievement in gamified mobile learning framework. Education and Information Technologies. 10 indexed citations

Bouguettaya, Abdelmalek, Hafed Zarzour, Ahmed Kechida, & Amine Mohammed Taberkit. (2022). Deep learning techniques to classify agricultural crops through UAV imagery: a review. Neural Computing and Applications. 34(12). 9511–9536. 198 indexed citations breakdown →

Bouguettaya, Abdelmalek, Hafed Zarzour, Ahmed Kechida, & Amine Mohammed Taberkit. (2022). A survey on deep learning-based identification of plant and crop diseases from UAV-based aerial images. Cluster Computing. 26(2). 1297–1317. 91 indexed citations

Zarzour, Hafed, et al.. (2022). Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems. 176–180. 1 indexed citations

Bouguettaya, Abdelmalek, Hafed Zarzour, Ahmed Kechida, & Amine Mohammed Taberkit. (2021). Vehicle Detection From UAV Imagery With Deep Learning: A Review. IEEE Transactions on Neural Networks and Learning Systems. 33(11). 6047–6067. 120 indexed citations

Bouguettaya, Abdelmalek, Hafed Zarzour, Amine Mohammed Taberkit, & Ahmed Kechida. (2021). A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms. Signal Processing. 190. 108309–108309. 173 indexed citations breakdown →

Bouguettaya, Abdelmalek, Hafed Zarzour, Ahmed Kechida, & Amine Mohammed Taberkit. (2021). Recent Advances on UAV and Deep Learning for Early Crop Diseases Identification: A Short Review. 334–339. 12 indexed citations

10.

Zarzour, Hafed, et al.. (2021). An Efficient Recommender System Based on Collaborative Filtering Recommendation and Cluster Ensemble. University of Brighton Repository (University of Brighton). 3. 1–6.

11.

Zarzour, Hafed, et al.. (2020). Exploring the behavioral patterns of students learning with a Facebook-based e-book approach. Computers & Education. 156. 103957–103957. 32 indexed citations

12.

Zarzour, Hafed, et al.. (2020). A convolutional neural network-based reviews classification method for explainable recommendations. 1–5. 3 indexed citations

13.

Zarzour, Hafed, et al.. (2019). An Emotional Feedback Based on Facial Action Coding System for MOOCs with Computer-Based Assessment. 26. 286–290. 6 indexed citations

14.

Zarzour, Hafed, et al.. (2019). An Effective Recommender System Based on Clustering Technique for TED Talks. International Journal of Information Technology and Web Engineering. 15(1). 35–51. 13 indexed citations

15.

Zarzour, Hafed, Ziad A. Al-Sharif, & Yaser Jararweh. (2019). RecDNNing: a recommender system using deep neural network with user and item embeddings. 99–103. 18 indexed citations

16.

Zarzour, Hafed & Mokhtar Sellami. (2018). Effects of a linked data-based annotation approach on students’ learning achievement and cognitive load. Interactive Learning Environments. 26(8). 1090–1099. 12 indexed citations

17.

Zarzour, Hafed, et al.. (2016). Towards a smart city ontology. 1–6. 13 indexed citations

18.

Zarzour, Hafed & Mokhtar Sellami. (2013). srCE: a collaborative editing of scalable semantic stores on P2P networks. International Journal of Computer Applications in Technology. 48(1). 1–1. 3 indexed citations

19.

Zarzour, Hafed & Mokhtar Sellami. (2013). p2pCoSU: A P2P Sparql/update for collaborative authoring of triple-stores. 6976. 128–136. 5 indexed citations

20.

Zarzour, Hafed & Mokhtar Sellami. (2012). B-Set: A synchronization method for distributed semantic stores. 1–6. 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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