Erhan Guven

3.5k total citations · 1 hit paper
15 papers, 2.0k citations indexed

About

Erhan Guven is a scholar working on Artificial Intelligence, Epidemiology and Signal Processing. According to data from OpenAlex, Erhan Guven has authored 15 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 4 papers in Epidemiology and 3 papers in Signal Processing. Recurrent topics in Erhan Guven's work include COVID-19 epidemiological studies (3 papers), Topic Modeling (3 papers) and Mosquito-borne diseases and control (3 papers). Erhan Guven is often cited by papers focused on COVID-19 epidemiological studies (3 papers), Topic Modeling (3 papers) and Mosquito-borne diseases and control (3 papers). Erhan Guven collaborates with scholars based in United States, Philippines and Thailand. Erhan Guven's co-authors include Anna L. Buczak, Benjamin Baugher, Steven M. Babin, Linda Moniz, Yevgeniy Elbert, Sheri Lewis, Enrique Tayag, P. Bock, Vito G. Roque and In-Kyu Yoon and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Communications Surveys & Tutorials.

In The Last Decade

Erhan Guven

13 papers receiving 1.8k 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.

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

2015 1.8k citations Anna L. Buczak, Erhan Guven IEEE Communications Surveys & Tutorials profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Erhan Guven United States	6	1.5k	1.2k	818	393	201	15	2.0k
Anna L. Buczak United States	14	1.9k 1.3×	1.6k 1.3×	1.0k 1.2×	540 1.4×	256 1.3×	42	2.8k
Cliff C. Zou United States	28	2.7k 1.8×	1.5k 1.2×	1.3k 1.6×	928 2.4×	170 0.8×	114	3.4k
Mário Lemes Proença Brazil	22	1.5k 1.0×	1.1k 0.9×	631 0.8×	179 0.5×	170 0.8×	78	1.8k
Alin Dobra United States	18	1.4k 0.9×	668 0.5×	570 0.7×	289 0.7×	48 0.2×	51	1.9k
Kuai Xu United States	24	1.3k 0.9×	774 0.6×	221 0.3×	421 1.1×	42 0.2×	80	1.9k
Ibrahim Ghafir United Kingdom	17	851 0.6×	425 0.3×	524 0.6×	548 1.4×	99 0.5×	60	1.2k
Thomas A. Longstaff United States	15	841 0.6×	651 0.5×	435 0.5×	594 1.5×	81 0.4×	22	1.4k
Carol Fung United States	22	1.2k 0.8×	656 0.5×	369 0.5×	424 1.1×	133 0.7×	109	1.6k
Manuel Gil Pérez Spain	22	807 0.5×	747 0.6×	339 0.4×	388 1.0×	141 0.7×	93	1.6k

Countries citing papers authored by Erhan Guven

Since Specialization

Citations

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

Fields of papers citing papers by Erhan Guven

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Erhan Guven

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

15 of 15 papers shown

1.

Glaser, Cornelia & Erhan Guven. (2025). Generative Data Visualization with JSON Representations. 1–7.

2.

Guven, Erhan, et al.. (2024). Self-Reflection in Large Language Model Agents: Effects on Problem-Solving Performance. 516–525. 14 indexed citations

3.

Guven, Erhan, et al.. (2024). The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models. 476–483. 3 indexed citations

4.

DeLeo, Michael & Erhan Guven. (2022). Learning Chess With Language Models and Transformers. SSRN Electronic Journal. 1 indexed citations

5.

Buczak, Anna L., et al.. (2018). Ensemble method for dengue prediction. PLoS ONE. 13(1). e0189988–e0189988. 47 indexed citations

6.

Lin, Jeffrey S., et al.. (2018). Unsupervised Machine Learning by Graph Analytics on Heterogeneous Network Device Data. Procedia Computer Science. 140. 144–151. 5 indexed citations

7.

Moniz, Linda, et al.. (2016). Predicting influenza with dynamical methods. BMC Medical Informatics and Decision Making. 16(1). 134–134. 4 indexed citations

8.

Buczak, Anna L., Benjamin Baugher, Erhan Guven, et al.. (2016). Prediction of Peaks of Seasonal Influenza in Military Health-Care Data. SHILAP Revista de lepidopterología. 7s2(Suppl 2). BECB.S36277–BECB.S36277. 4 indexed citations

9.

Buczak, Anna L., Benjamin Baugher, Erhan Guven, et al.. (2015). Fuzzy association rule mining and classification for the prediction of malaria in South Korea. BMC Medical Informatics and Decision Making. 15(1). 47–47. 27 indexed citations

10.

Buczak, Anna L. & Erhan Guven. (2015). A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection. IEEE Communications Surveys & Tutorials. 18(2). 1153–1176. 1812 indexed citations breakdown →

11.

Buczak, Anna L., Benjamin Baugher, Steven M. Babin, et al.. (2014). Prediction of High Incidence of Dengue in the Philippines. PLoS neglected tropical diseases. 8(4). e2771–e2771. 38 indexed citations

12.

Burkom, Howard, Yevgeniy Elbert, Erhan Guven, & Jacqueline Coberly. (2014). Analytic Biosurveillance Methods for Resource-Limited Settings. Online Journal of Public Health Informatics. 6(1). 1 indexed citations

13.

Guven, Erhan & Anna L. Buczak. (2013). An OpenCL Framework for Fuzzy Associative Classification and its Application to Disease Prediction. Procedia Computer Science. 20. 362–367. 3 indexed citations

14.

Guven, Erhan & Ahmet Murat Özbayoğlu. (2012). Note and Timbre Classification by Local Features of Spectrogram. Procedia Computer Science. 12. 182–187. 3 indexed citations

15.

Guven, Erhan & P. Bock. (2010). Speech Emotion Recognition using a backward context. 1–5. 6 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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