Sertan Girgin

966 total citations
17 papers, 153 citations indexed

About

Sertan Girgin is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Management Science and Operations Research. According to data from OpenAlex, Sertan Girgin has authored 17 papers receiving a total of 153 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Artificial Intelligence, 3 papers in Computer Vision and Pattern Recognition and 3 papers in Management Science and Operations Research. Recurrent topics in Sertan Girgin's work include Reinforcement Learning in Robotics (9 papers), Evolutionary Algorithms and Applications (4 papers) and Topic Modeling (3 papers). Sertan Girgin is often cited by papers focused on Reinforcement Learning in Robotics (9 papers), Evolutionary Algorithms and Applications (4 papers) and Topic Modeling (3 papers). Sertan Girgin collaborates with scholars based in United States, Türkiye and Lebanon. Sertan Girgin's co-authors include Reda Alhajj, Faruk Polat, Olivier Pietquin, Raphaël Marinier, Eugene Kharitonov, Damien Vincent, Zalán Borsos, Neil Zeghidour, Marco Tagliasacchi and Matt Sharifi and has published in prestigious journals such as Waste Management, Machine Learning and IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).

In The Last Decade

Sertan Girgin

15 papers receiving 147 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sertan Girgin United States	7	112	24	13	10	9	17	153
Zain Ul Abideen Pakistan	8	61 0.5×	18 0.8×	11 0.8×	12 1.2×	8 0.9×	22	155
Daniel J. Fremont United States	6	68 0.6×	14 0.6×	6 0.5×	7 0.7×	11 1.2×	10	118
Andrea Cossu Italy	7	128 1.1×	11 0.5×	6 0.5×	22 2.2×	16 1.8×	15	178
Nicolas Baskiotis France	6	34 0.3×	9 0.4×	16 1.2×	9 0.9×	6 0.7×	14	92
Phanwadee Sinthong United States	5	44 0.4×	49 2.0×	30 2.3×	17 1.7×	8 0.9×	8	129
Aiwei Liu China	9	117 1.0×	9 0.4×	11 0.8×	23 2.3×	2 0.2×	28	185
Tao Qian China	7	63 0.6×	23 1.0×	11 0.8×	41 4.1×	2 0.2×	26	237
Yitan Li China	5	79 0.7×	36 1.5×	6 0.5×	8 0.8×	4 0.4×	6	128
Zelong Li China	7	81 0.7×	11 0.5×	12 0.9×	9 0.9×	6 0.7×	32	138
Lambodar Jena India	7	46 0.4×	6 0.3×	5 0.4×	18 1.8×	5 0.6×	17	147

Countries citing papers authored by Sertan Girgin

Since Specialization

Citations

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

Fields of papers citing papers by Sertan Girgin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sertan Girgin

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

All Works

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17 of 17 papers shown

Kharitonov, Eugene, Damien Vincent, Zalán Borsos, et al.. (2023). Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision. Transactions of the Association for Computational Linguistics. 11. 1703–1718. 54 indexed citations

Ferret, Johan, Lior Shani, Roee Aharoni, et al.. (2023). Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback. 6252–6272. 10 indexed citations

Girgin, Sertan, et al.. (2022). Decoding a Neural Retriever’s Latent Space for Query Suggestion. 8786–8804. 2 indexed citations

Andrychowicz, Marcin, Anton Raichuk, Piotr Stańczyk, et al.. (2021). What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study. International Conference on Learning Representations. 26 indexed citations

Hussenot, Léonard, Marcin Andrychowicz, Damien Vincent, et al.. (2021). Hyperparameter Selection for Imitation Learning. arXiv (Cornell University). 4511–4522.

Doğruöz, A. Seza, et al.. (2017). Text based user comments as a signal for automatic language identification of online videos. Ghent University Academic Bibliography (Ghent University). 374–378. 3 indexed citations

Seales, W. Brent, et al.. (2013). From assets to stories via the Google Cultural Institute Platform. 71–76.

Girgin, Sertan, et al.. (2012). Managing advertising campaigns — an approximate planning approach. Frontiers of Computer Science. 6(2). 209–229. 4 indexed citations

Girgin, Sertan, Faruk Polat, & Reda Alhajj. (2010). Improving reinforcement learning by using sequence trees. Machine Learning. 81(3). 283–331. 10 indexed citations

10.

Girgin, Sertan. (2009). Abstraction in Reinforcement Learning. OpenMETU (Middle East Technical University). 2 indexed citations

11.

Girgin, Sertan, et al.. (2009). A decision support system for assessing landfill performance. Waste Management. 30(1). 72–81. 11 indexed citations

12.

Preux, Pierre‐Marie, et al.. (2009). Feature discovery in approximate dynamic programming. 2. 109–116. 3 indexed citations

13.

Girgin, Sertan & Pierre‐Marie Preux. (2008). Incremental Basis Function Expansion in Reinforcement Learning using Cascade-Correlation Networks. HAL (Le Centre pour la Communication Scientifique Directe). 75–82. 1 indexed citations

14.

Girgin, Sertan, Faruk Polat, & Reda Alhajj. (2007). Positive Impact of State Similarity on Reinforcement Learning Performance. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics). 37(5). 1256–1270. 9 indexed citations

15.

Girgin, Sertan, Faruk Polat, & Reda Alhajj. (2007). State similarity based approach for improving performance in RL. OpenMETU (Middle East Technical University). 817–822. 6 indexed citations

16.

Girgin, Sertan, Faruk Polat, & Reda Alhajj. (2006). Learning by Automatic Option Discovery from Conditionally Terminating Sequences. European Conference on Artificial Intelligence. 494–498. 9 indexed citations

17.

Şahi̇n, Erol, Sertan Girgin, & Emre Uğur. (2006). Area measurement of large closed regions with a mobile robot. Autonomous Robots. 21(3). 255–266. 3 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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