Malika Charrad

4.6k total citations · 1 hit paper
5 papers, 2.0k citations indexed

About

Malika Charrad is a scholar working on Artificial Intelligence, Communication and Sociology and Political Science. According to data from OpenAlex, Malika Charrad has authored 5 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Artificial Intelligence, 2 papers in Communication and 2 papers in Sociology and Political Science. Recurrent topics in Malika Charrad's work include Advanced Clustering Algorithms Research (3 papers), Complex Network Analysis Techniques (2 papers) and Disaster Management and Resilience (2 papers). Malika Charrad is often cited by papers focused on Advanced Clustering Algorithms Research (3 papers), Complex Network Analysis Techniques (2 papers) and Disaster Management and Resilience (2 papers). Malika Charrad collaborates with scholars based in Tunisia, Canada and France. Malika Charrad's co-authors include Nadia Ghazzali, Véronique Boiteau, Narjès Bellamine Ben Saoud and Mohamed Limam and has published in prestigious journals such as Journal of Statistical Software, Procedia Computer Science and International Journal of Future Computer and Communication.

In The Last Decade

Malika Charrad

5 papers receiving 1.9k 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.

NbClust: AnRPackage for Determining the Relevant Number of Clusters in a Data Set

2014 1.9k citations Malika Charrad, Nadia Ghazzali et al. Journal of Statistical Software profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Malika Charrad Tunisia	4	248	237	217	170	167	5	2.0k
Véronique Boiteau Canada	6	245 1.0×	237 1.0×	236 1.1×	171 1.0×	157 0.9×	7	2.1k
Nadia Ghazzali Canada	7	247 1.0×	238 1.0×	224 1.0×	171 1.0×	186 1.1×	17	2.0k
Zhen Zhang China	28	401 1.6×	211 0.9×	222 1.0×	129 0.8×	134 0.8×	165	2.2k
Yulia R. Gel United States	24	247 1.0×	138 0.6×	203 0.9×	151 0.9×	360 2.2×	110	3.2k
Gerhard Tutz Germany	9	203 0.8×	216 0.9×	162 0.7×	70 0.4×	372 2.2×	16	2.6k
Garrett Grolemund United States	8	201 0.8×	317 1.3×	152 0.7×	84 0.5×	177 1.1×	9	1.6k
Michael Fop Ireland	7	138 0.6×	203 0.9×	419 1.9×	98 0.6×	336 2.0×	20	2.0k
Andrew Bevan United Kingdom	34	225 0.9×	290 1.2×	218 1.0×	205 1.2×	72 0.4×	99	4.0k
Richard Taylor Australia	20	173 0.7×	400 1.7×	284 1.3×	87 0.5×	79 0.5×	89	3.3k
Jin Jin China	24	256 1.0×	220 0.9×	102 0.5×	161 0.9×	195 1.2×	381	2.8k

Countries citing papers authored by Malika Charrad

Since Specialization

Citations

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

Fields of papers citing papers by Malika Charrad

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Malika Charrad

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

All Works

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5 of 5 papers shown

1.

Charrad, Malika, et al.. (2023). Using Recommendation Systems in Disaster Management: A Systematic Literature Review. Procedia Computer Science. 225. 1738–1747. 2 indexed citations

2.

Charrad, Malika, et al.. (2019). Towards A Social Media-Based Framework for Disaster Communication. Procedia Computer Science. 164. 271–278. 9 indexed citations

3.

Charrad, Malika, et al.. (2015). A Comparative Study of Multi-SOM Algorithms for Determining the Optimal Number of Clusters. International Journal of Future Computer and Communication. 4(3). 198–202. 4 indexed citations

4.

Charrad, Malika, et al.. (2015). A comparison study of clustering validity indices. SPIRE - Sciences Po Institutional REpository. 1–4. 23 indexed citations

5.

Charrad, Malika, et al.. (2014). NbClust: AnRPackage for Determining the Relevant Number of Clusters in a Data Set. Journal of Statistical Software. 61(6). 1926 indexed citations breakdown →

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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