Suhel Hammoud

1.3k total citations · 1 hit paper
16 papers, 887 citations indexed

About

Suhel Hammoud is a scholar working on Information Systems, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Suhel Hammoud has authored 16 papers receiving a total of 887 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Information Systems, 7 papers in Artificial Intelligence and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Suhel Hammoud's work include Image Retrieval and Classification Techniques (5 papers), Advanced Image and Video Retrieval Techniques (5 papers) and Imbalanced Data Classification Techniques (4 papers). Suhel Hammoud is often cited by papers focused on Image Retrieval and Classification Techniques (5 papers), Advanced Image and Video Retrieval Techniques (5 papers) and Imbalanced Data Classification Techniques (4 papers). Suhel Hammoud collaborates with scholars based in United Kingdom, Brunei and United Arab Emirates. Suhel Hammoud's co-authors include Fadi Thabtah, Firuz Kamalov, Nasullah Khalid Alham, Maozhen Li, Yang Liu, Seyed Reza Shahamiri, Yang Liu, Peter Cowling, Hussein Abdel-Jaber and Qi Hao and has published in prestigious journals such as Expert Systems with Applications, Information Sciences and Future Generation Computer Systems.

In The Last Decade

Suhel Hammoud

16 papers receiving 862 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.

Data imbalance in classification: Experimental evaluation

2019 531 citations Fadi Thabtah, Suhel Hammoud et al. Information Sciences profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Suhel Hammoud United Kingdom	11	447	241	179	132	96	16	887
Husanbir Singh Pannu India	16	463 1.0×	141 0.6×	172 1.0×	227 1.7×	158 1.6×	41	1.1k
J. Anuradha India	11	352 0.8×	176 0.7×	162 0.9×	126 1.0×	74 0.8×	31	942
Mohammad A. Hassonah Jordan	11	635 1.4×	219 0.9×	193 1.1×	140 1.1×	87 0.9×	12	978
Jafar Tanha Iran	13	512 1.1×	93 0.4×	79 0.4×	178 1.3×	59 0.6×	76	841
Panayiotis Pintelas Greece	5	426 1.0×	109 0.5×	59 0.3×	71 0.5×	92 1.0×	7	702
Rafael M. O. Cruz Canada	15	840 1.9×	143 0.6×	56 0.3×	272 2.1×	104 1.1×	52	1.2k
Ranjit Panigrahi India	12	336 0.8×	83 0.3×	223 1.2×	86 0.7×	65 0.7×	27	732
Yin‐Fu Huang Taiwan	14	400 0.9×	301 1.2×	317 1.8×	174 1.3×	105 1.1×	79	1.0k
Mohammad‐Reza Feizi‐Derakhshi Iran	20	690 1.5×	255 1.1×	136 0.8×	294 2.2×	97 1.0×	98	1.4k
Francisco Charte Spain	15	676 1.5×	235 1.0×	41 0.2×	176 1.3×	79 0.8×	41	990

Countries citing papers authored by Suhel Hammoud

Since Specialization

Citations

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

Fields of papers citing papers by Suhel Hammoud

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Suhel Hammoud

This figure shows the co-authorship network connecting the top 25 collaborators of Suhel Hammoud. A scholar is included among the top collaborators of Suhel Hammoud 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 Suhel Hammoud. Suhel Hammoud 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:

16 of 16 papers shown

1.

Thabtah, Fadi, Firuz Kamalov, Suhel Hammoud, & Seyed Reza Shahamiri. (2020). Least Loss: A simplified filter method for feature selection. Information Sciences. 534. 1–15. 63 indexed citations

2.

Thabtah, Fadi, et al.. (2019). Data imbalance in classification: Experimental evaluation. Information Sciences. 513. 429–441. 531 indexed citations breakdown →

3.

Thabtah, Fadi, et al.. (2019). A novel block chain technology publication model proposal. Applied Computing and Informatics. 18(3/4). 195–207. 7 indexed citations

4.

Thabtah, Fadi, Suhel Hammoud, & Hussein Abdel-Jaber. (2015). Parallel Associative Classification Data Mining Frameworks Based MapReduce. Parallel Processing Letters. 25(2). 1550002–1550002. 14 indexed citations

5.

Thabtah, Fadi & Suhel Hammoud. (2013). MR-ARM: A MAP-REDUCE ASSOCIATION RULE MINING FRAMEWORK. Parallel Processing Letters. 23(3). 1350012–1350012. 12 indexed citations

6.

Alham, Nasullah Khalid, Maozhen Li, Yang Liu, & Suhel Hammoud. (2011). A MapReduce-based distributed SVM algorithm for automatic image annotation. Computers & Mathematics with Applications. 62(7). 2801–2811. 47 indexed citations

7.

Alham, Nasullah Khalid, et al.. (2011). A distributed SVM for scalable image annotation. 20. 2655–2658. 10 indexed citations

8.

Alham, Nasullah Khalid, et al.. (2011). Parallelizing multiclass Support Vector Machines for scalable image annotation. 9 indexed citations

9.

Liu, Yang, et al.. (2011). Load balancing in MapReduce environments for data intensive applications. 2675–2678. 9 indexed citations

10.

Liu, Yang, Maozhen Li, Nasullah Khalid Alham, & Suhel Hammoud. (2011). HSim: A MapReduce simulator in enabling Cloud Computing. Future Generation Computer Systems. 29(1). 300–308. 48 indexed citations

11.

Alham, Nasullah Khalid, et al.. (2010). A distributed SVM for image annotation. 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery. 68. 2983–2987. 11 indexed citations

12.

Hammoud, Suhel, et al.. (2010). MRSim: A discrete event based MapReduce simulator. 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery. 2993–2997. 62 indexed citations

13.

Liu, Yang, et al.. (2010). A MapReduce based distributed LSI. 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery. 2978–2982. 8 indexed citations

14.

Alham, Nasullah Khalid, Maozhen Li, Suhel Hammoud, & Qi Hao. (2009). Evaluating Machine Learning Techniques for Automatic Image Annotations. 245–249. 13 indexed citations

15.

Stergioulas, Lampros, et al.. (2008). Grid-based Semantic Integration and dissemination of medical information. View. 35. 272–278. 2 indexed citations

16.

Thabtah, Fadi, Peter Cowling, & Suhel Hammoud. (2005). Improving rule sorting, predictive accuracy and training time in associative classification. Expert Systems with Applications. 31(2). 414–426. 41 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.

Explore authors with similar magnitude of impact