Rafet Sifa

2.4k total citations
102 papers, 1.2k citations indexed

About

Rafet Sifa is a scholar working on Artificial Intelligence, Sociology and Political Science and Clinical Psychology. According to data from OpenAlex, Rafet Sifa has authored 102 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 65 papers in Artificial Intelligence, 26 papers in Sociology and Political Science and 13 papers in Clinical Psychology. Recurrent topics in Rafet Sifa's work include Topic Modeling (22 papers), Artificial Intelligence in Games (22 papers) and Digital Games and Media (21 papers). Rafet Sifa is often cited by papers focused on Topic Modeling (22 papers), Artificial Intelligence in Games (22 papers) and Digital Games and Media (21 papers). Rafet Sifa collaborates with scholars based in Germany, Denmark and United Kingdom. Rafet Sifa's co-authors include Christian Bauckhage, Anders Drachen, Christian Thurau, Kristian Kersting, Fabian Hadiji, Julian Runge, Alessandro Canossa, Günter Wallner, Lars Hillebrand and Simone Kriglstein and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Scientific Reports.

In The Last Decade

Rafet Sifa

90 papers receiving 1.2k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Rafet Sifa Germany 20 523 490 208 173 169 102 1.2k
Tiong‐Thye Goh New Zealand 19 289 0.6× 390 0.8× 45 0.2× 113 0.7× 66 0.4× 50 1.1k
Ahmad Al-Khasawneh Jordan 10 257 0.5× 189 0.4× 178 0.9× 39 0.2× 48 0.3× 11 1.3k
Idris Adjerid United States 17 265 0.5× 892 1.8× 178 0.9× 13 0.1× 96 0.6× 43 1.4k
Carlos Jensen United States 22 378 0.7× 747 1.5× 119 0.6× 50 0.3× 15 0.1× 63 1.9k
Justin Cheng United States 21 391 0.7× 428 0.9× 31 0.1× 102 0.6× 16 0.1× 44 1.5k
Mohd Shahizan Othman Malaysia 21 358 0.7× 556 1.1× 47 0.2× 106 0.6× 17 0.1× 105 1.7k
Anbang Xu United States 14 544 1.0× 285 0.6× 13 0.1× 30 0.2× 107 0.6× 45 1.2k
Tabitha James United States 19 218 0.4× 535 1.1× 142 0.7× 13 0.1× 22 0.1× 46 1.4k
Daqing He United States 23 1.0k 1.9× 372 0.8× 45 0.2× 61 0.4× 13 0.1× 186 2.3k
Efthimios Alepis Greece 17 408 0.8× 414 0.8× 21 0.1× 72 0.4× 15 0.1× 74 1.3k

Countries citing papers authored by Rafet Sifa

Since Specialization
Citations

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

Fields of papers citing papers by Rafet Sifa

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Rafet Sifa

This figure shows the co-authorship network connecting the top 25 collaborators of Rafet Sifa. A scholar is included among the top collaborators of Rafet Sifa 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 Rafet Sifa. Rafet Sifa 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
1.
Bauckhage, Christian, et al.. (2025). A Survey on Current Trends and Recent Advances in Text Anonymization. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–9.
2.
Sifa, Rafet, et al.. (2025). Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cpp. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–10.
3.
Keilig, Ludger, Helen Schneider, Rafet Sifa, et al.. (2024). Accuracy of Digital Orthodontic Treatment Planning: Assessing Aligner-Directed Tooth Movements and Exploring Inherent Intramaxillary Side Effects. Journal of Clinical Medicine. 13(8). 2298–2298. 4 indexed citations
4.
Sifa, Rafet, et al.. (2023). A Comparative Analysis of Data Augmentation Approaches for Improved Minority Behavior Detection in Digital Games. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 30. 6275–6278. 1 indexed citations
5.
Schneider, Helen, et al.. (2023). Segmentation and Analysis of Lumbar Spine MRI Scans for Vertebral Body Measurements. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 465–470. 1 indexed citations
6.
Houben, Sebastian, et al.. (2023). Automatic Consistency Checking of Table and Text in Financial Documents. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 4. 3 indexed citations
7.
Hillebrand, Lars, et al.. (2023). Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models. ArXiv.org. 4626–4635. 14 indexed citations
8.
Nowak, Sebastian, Helen Schneider, Wolfgang Block, et al.. (2023). Transformer-based structuring of free-text radiology report databases. European Radiology. 33(6). 4228–4236. 11 indexed citations
9.
Nowak, Sebastian, Helen Schneider, Wolfgang Block, et al.. (2023). Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers. European Radiology. 34(5). 2895–2904. 9 indexed citations
10.
Piatkowski, Nico, et al.. (2022). Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–8. 5 indexed citations
11.
Bauckhage, Christian, Nico Piatkowski, Rafet Sifa, Dirk Hecker, & Stefan Wrobel. (2019). A QUBO Formulation of the k-Medoids Problem.. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 54–63. 9 indexed citations
12.
Kunneman, Florian, et al.. (2018). Detecting and correcting spelling errors in high-quality Dutch Wikipedia text. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 8. 122–137. 1 indexed citations
13.
Bauckhage, Christian, et al.. (2018). Informed Machine Learning Through Functional Composition.. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 33–37. 4 indexed citations
14.
Bauckhage, Christian, et al.. (2018). Adiabatic Quantum Computing for Kernel k=2 Means Clustering.. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 21–32. 6 indexed citations
15.
Stafford, Tom, Sam Devlin, Rafet Sifa, & Anders Drachen. (2017). Exploration and Skill Acquisition in a Major Online Game. Cognitive Science. 9 indexed citations
16.
Spronck, Pieter, et al.. (2017). Predicting Victory in a Hybrid Online Competitive Game: The Case of Destiny. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. 13(1). 207–213. 4 indexed citations
17.
Sifa, Rafet, Anders Drachen, & Christian Bauckhage. (2015). Large-Scale Cross-Game Player Behavior Analysis on Steam. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. 11(1). 198–204. 32 indexed citations
18.
Sifa, Rafet, Fabian Hadiji, Julian Runge, et al.. (2015). Predicting Purchase Decisions in Mobile Free-to-Play Games. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. 11(1). 79–85. 53 indexed citations
19.
Bauckhage, Christian & Rafet Sifa. (2015). k-Maxoids Clustering. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 133–144. 5 indexed citations
20.
Hadiji, Fabian, Rafet Sifa, Anders Drachen, et al.. (2014). Predicting player churn in the wild. University of Southern Denmark Research Portal (University of Southern Denmark). 1–8. 106 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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