Pınar Dönmez

1.2k total citations
21 papers, 647 citations indexed

About

Pınar Dönmez is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Pınar Dönmez has authored 21 papers receiving a total of 647 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Artificial Intelligence, 8 papers in Information Systems and 4 papers in Computer Vision and Pattern Recognition. Recurrent topics in Pınar Dönmez's work include Machine Learning and Algorithms (9 papers), Imbalanced Data Classification Techniques (5 papers) and Machine Learning and Data Classification (5 papers). Pınar Dönmez is often cited by papers focused on Machine Learning and Algorithms (9 papers), Imbalanced Data Classification Techniques (5 papers) and Machine Learning and Data Classification (5 papers). Pınar Dönmez collaborates with scholars based in United States, United Kingdom and Spain. Pınar Dönmez's co-authors include Jaime Carbonell, Jeff Schneider, Krysta M. Svore, Christopher J. C. Burges, Olivier Chapelle, Umut Özertem, Guy Lebanon, Krishnakumar Balasubramanian, Mounia Lalmas and Ioannis Arapakis and has published in prestigious journals such as Meat Science, Journal of Machine Learning Research and Journal of the Association for Information Science and Technology.

In The Last Decade

Pınar Dönmez

18 papers receiving 590 citations

Peers

Countries citing papers authored by Pınar Dönmez

Since Specialization

Citations

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

Fields of papers citing papers by Pınar Dönmez

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Pınar Dönmez

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

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Getting to Production with Few-shot Natural Language Generation Models 2021 ·Peyman Heidari, Arash Einolghozati, Shashank Jain, (unknown), (unknown), (unknown), (unknown), Sonal Gupta, Pınar Dönmez, Vikas Bhardwaj, Anuj Kumar, Michael White	9
2	Building Adaptive Acceptability Classifiers for Neural NLG 2021 ·Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ·(unknown), Shashank Jain, Peyman Heidari, (unknown), (unknown), Xintong Li, Pınar Dönmez, (unknown), (unknown), Vikas Bhardwaj, Anuj Kumar, Michael White	6
3	Pairwise Document Classification for Relevance Feedback 2018 ·Figshare ·Jonathan L. Elsas, Pınar Dönmez, Jamie Callan, Jaime Carbonell	0
4	Paired Sampling in Density-Sensitive Active Learning 2018 ·Figshare ·Pınar Dönmez, Jaime Carbonell	7
5	MANİSA İL MERKEZİNDEKİ HASTANELERDE GÖREV YAPAN HEMŞİRELERİN HASTA GÜVENLİĞİ KÜLTÜRÜNÜN DEĞERLENDİRİLMESİ 2016 ·DergiPark (Istanbul University) ·(unknown), Pınar Dönmez, Osman Nuri Dılek	0
6	Introduction to Machine Learning. Cambridge, MA: The MIT Press, 2010. 2013 ·Natural Language Engineering ·Pınar Dönmez	0
7	Measuring inter-site engagement 2013 ·Elad Yom‐Tov, Mounia Lalmas, Ricardo Baeza‐Yates, Georges Dupret, Janette Lehmann, Pınar Dönmez	10
8	Automatically embedding newsworthy links to articles: From implementation to evaluation 2013 ·Journal of the Association for Information Science and Technology ·Ioannis Arapakis, Mounia Lalmas, (unknown), Pınar Dönmez	6
9	Learning to suggest 2012 ·Umut Özertem, Olivier Chapelle, Pınar Dönmez, (unknown)	47
10	Introduction to Machine Learning, 2nd ed., by Ethem Alpaydın. Cambridge, MA: The MIT Press2010. ISBN: 978-0-262-01243-0. $54/£ 39.95 + 584 pages. 2012 ·Natural Language Engineering ·Pınar Dönmez	6
11	Automatically embedding newsworthy links to articles 2012 ·(unknown), Ioannis Arapakis, Pınar Dönmez, Mounia Lalmas	4
12	Unsupervised Supervised Learning II: Margin-Based Classification Without Labels 2011 ·Journal of Machine Learning Research ·Krishnakumar Balasubramanian, Pınar Dönmez, Guy Lebanon	6
13	Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels 2010 ·Journal of Machine Learning Research ·Pınar Dönmez, Guy Lebanon, Krishnakumar Balasubramanian	21
14	A Probabilistic Framework to Learn from Multiple Annotators with Time-Varying Accuracy 2010 ·Figshare ·Pınar Dönmez, Jaime Carbonell, Jeff Schneider	74
15	Efficiently learning the accuracy of labeling sources for selective sampling 2009 ·Pınar Dönmez, Jaime Carbonell, Jeff Schneider	161
16	On the local optimality of LambdaRank 2009 ·Pınar Dönmez, Krysta M. Svore, Christopher J. C. Burges	69
17	On the Optimality of LambdaRank 2008 ·Meat Science ·Pınar Dönmez, Krysta M. Svore, Chris Burges	3
18	Proactive learning 2008 ·Pınar Dönmez, Jaime Carbonell	162
19	Optimizing estimated loss reduction for active sampling in rank learning 2008 ·Pınar Dönmez, Jaime Carbonell	44
20	Automatic and Semi-Automatic Skill Coding With a View Towards Supporting On-Line Assessment 2005 ·Carolyn Penstein Rosé, Pınar Dönmez, Gahgene Gweon, (unknown), Brian W. Junker, William W. Cohen, Kenneth R. Koedinger, Neil T. Heffernan	11

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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