Mohammed J. Zaki

24.9k total citations · 8 hit papers
239 papers, 12.6k citations indexed

About

Mohammed J. Zaki is a scholar working on Information Systems, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Mohammed J. Zaki has authored 239 papers receiving a total of 12.6k indexed citations (citations by other indexed papers that have themselves been cited), including 105 papers in Information Systems, 103 papers in Artificial Intelligence and 51 papers in Signal Processing. Recurrent topics in Mohammed J. Zaki's work include Data Mining Algorithms and Applications (86 papers), Data Management and Algorithms (48 papers) and Rough Sets and Fuzzy Logic (44 papers). Mohammed J. Zaki is often cited by papers focused on Data Mining Algorithms and Applications (86 papers), Data Management and Algorithms (48 papers) and Rough Sets and Fuzzy Logic (44 papers). Mohammed J. Zaki collaborates with scholars based in United States, Egypt and Brazil. Mohammed J. Zaki's co-authors include Wagner Meira, Karam Gouda, Mitsunori Ogihara, Srinivasan Parthasarathy, Ching-Jui Hsiao, Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Li Wei and Charų C. Aggarwal and has published in prestigious journals such as Bioinformatics, PLoS ONE and The Journal of Clinical Endocrinology & Metabolism.

In The Last Decade

Mohammed J. Zaki

220 papers receiving 11.5k citations

Hit Papers

SPADE: An Efficient Algorithm for Mining Frequent Sequences 1997 2026 2006 2016 2001 2000 1997 2006 2002 250 500 750 1000

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Mohammed J. Zaki United States 50 8.0k 6.1k 4.6k 3.6k 2.4k 239 12.6k
Jiawei Han United States 60 9.4k 1.2× 9.9k 1.6× 4.2k 0.9× 5.8k 1.6× 3.4k 1.4× 210 19.5k
Xifeng Yan United States 54 5.7k 0.7× 5.8k 0.9× 1.8k 0.4× 2.8k 0.8× 2.8k 1.2× 179 11.4k
Hannu Toivonen Finland 43 4.7k 0.6× 4.0k 0.7× 2.9k 0.6× 2.5k 0.7× 1.8k 0.7× 230 10.4k
Arun Swami United States 13 8.4k 1.1× 5.7k 0.9× 4.6k 1.0× 3.4k 0.9× 2.2k 0.9× 20 12.4k
Tomasz Imieliński United States 37 9.7k 1.2× 7.3k 1.2× 5.3k 1.2× 4.5k 1.2× 6.6k 2.8× 97 18.3k
Usama M. Fayyad United States 36 4.0k 0.5× 6.0k 1.0× 1.7k 0.4× 2.1k 0.6× 1.2k 0.5× 100 11.1k
Ramakrishnan Srikant United States 34 17.2k 2.2× 15.4k 2.5× 8.7k 1.9× 7.1k 1.9× 4.6k 1.9× 56 27.3k
Johannes Gehrke United States 60 4.9k 0.6× 12.2k 2.0× 1.6k 0.4× 4.2k 1.2× 6.5k 2.8× 214 20.3k
Ming-Syan Chen⋆ Taiwan 44 4.5k 0.6× 3.5k 0.6× 2.3k 0.5× 2.5k 0.7× 3.6k 1.5× 400 10.1k
Jian Pei Canada 75 15.8k 2.0× 16.1k 2.6× 7.5k 1.6× 8.4k 2.3× 5.9k 2.5× 466 30.4k

Countries citing papers authored by Mohammed J. Zaki

Since Specialization
Citations

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

Fields of papers citing papers by Mohammed J. Zaki

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohammed J. Zaki. 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 Mohammed J. Zaki. The network helps show where Mohammed J. Zaki may publish in the future.

Co-authorship network of co-authors of Mohammed J. Zaki

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

All Works

20 of 20 papers shown
2.
Chen, Yu, Lingfei Wu, & Mohammed J. Zaki. (2023). Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks. IEEE Transactions on Neural Networks and Learning Systems. 35(9). 12706–12717. 32 indexed citations
3.
Gharib, Tarek F., et al.. (2021). An Efficient Heartbeats Classifier Based on Optimizing Convolutional Neural Network Model. IEEE Access. 9. 153266–153275. 6 indexed citations
4.
Chen, Yu, Lingfei Wu, & Mohammed J. Zaki. (2020). Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings. arXiv (Cornell University). 33. 19314–19326. 9 indexed citations
5.
Saarela, Mirka, Bülent Yener, Mohammed J. Zaki, & Tommi Kärkkäinen. (2016). Predicting Math Performance from Raw Large-Scale Educational Assessments Data : A Machine Learning Approach. Jyväskylä University Digital Archive (University of Jyväskylä). 14 indexed citations
6.
Zaki, Mohammed J., et al.. (2014). Parallel graph mining with GPUs. 1–16. 7 indexed citations
7.
Guedes, Dorgival, et al.. (2012). Towards a Better Quality Metric for Graph Cluster Evaluation. Journal of Information and Data Management. 3(3). 378–378. 12 indexed citations
8.
Chen, Xuewen, Guy Lebanon, Haixun Wang, & Mohammed J. Zaki. (2012). Proceedings of the 21st ACM international conference on Information and knowledge management. 13 indexed citations
9.
Chen, Jake Y., Mohammed J. Zaki, Gaurav Pandey, Huzefa Rangwala, & George Karypis. (2012). Proceedings of the 11th International Workshop on Data Mining in Bioinformatics. Knowledge Discovery and Data Mining. 2 indexed citations
10.
Gouda, Karam, et al.. (2009). Prism: An effective approach for frequent sequence mining via prime-block encoding. Journal of Computer and System Sciences. 76(1). 88–102. 40 indexed citations
11.
Nayak, Richi & Mohammed J. Zaki. (2006). Knowledge Discovery from XML Documents: First International Workshop, KDXD 2006, Singapore, April 9, 2006, Proceedings (Lecture Notes in Computer Science). Springer eBooks. 2 indexed citations
12.
Goethals, Bart, Siegfried Nijssen, & Mohammed J. Zaki. (2005). Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 3 indexed citations
13.
Zaki, Mohammed J.. (2004). Efficiently Mining Frequent Embedded Unordered Trees. Fundamenta Informaticae. 66(1). 33–52. 67 indexed citations
14.
Hu, Jingjing, et al.. (2002). Mining protein contact maps. 11(128). 3–10. 41 indexed citations
15.
Zaki, Mohammed J. & Ching-Jui Hsiao. (2002). CHARM: An Efficient Algorithm for Closed Itemset Mining. 457–473. 523 indexed citations breakdown →
16.
Krishnamoorthy, Mukkai S., et al.. (2001). LOGML - XML Language for Web Usage Mining.. Minerva Medica. 64(7). 320–2. 2 indexed citations
17.
Zaki, Mohammed J.. (2000). Sequence mining in categorical domains: Algorithms and applications. 1 indexed citations
18.
Zaki, Mohammed J., et al.. (1999). CHARM: An Efficient Algorithm for Closed Association Rule Mining. 73 indexed citations
19.
Krishnamoorthy, Mukkai S., et al.. (1999). Clusterability Detection and Initial Seed Selection in Large Data Sets. 3 indexed citations
20.
Zaki, Mohammed J., Neal Lesh, & Mitsunori Ogihara. (1998). PLANMINE: sequence mining for plan failures. Knowledge Discovery and Data Mining. 269–374. 43 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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