Gideon Dror

6.1k citations

57 papers · 3.8k indexed · 2 hit papers · h-index 27

Impact in

Hardware and Architecture top 0.5%
- Physical Unclonable Functions (PUFs) and Hardware Security
Computer Vision and Pattern Recognition top 1%
- Face and Expression Recognition
- Face recognition and analysis

Papers in ⓘ

Computer Vision and Pattern Recognition 19
- Face and Expression Recognition 7
Artificial Intelligence 24
- Topic Modeling 8
- Machine Learning and Data Classification 7
- Neural Networks and Applications 6

Co-authors: Ulrich Rührmair (2 shared papers)Srinivas Devadas (2 shared papers)Jan Sölter (2 shared papers)Frank Sehnke (2 shared papers)Jürgen Schmidhuber (2 shared papers)Yehuda Koren (5 shared papers)Isabelle Guyon (14 shared papers)Eytan Ruppin (5 shared papers)
Journals: Neurocomputing (5 papers)Bioinformatics (2 papers)ACM Transactions on Graphics (2 papers)Neural Computation (2 papers)Neural Networks (2 papers)
Partner nations: Israel United States United Kingdom

In The Last Decade

Gideon Dror

56 papers receiving 3.6k citations

Hit Papers

align trajectories log scale

PUF Modeling Attacks on Simulated and Silicon Data 2013 · 448 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2013 IEEE Transactions on Information Forensics and Security
2010 mediaTUM (Technical University of Munich)

Peers

Countries citing papers authored by Gideon Dror

Since Specialization

Citations

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

Fields of papers citing papers by Gideon Dror

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Gideon Dror, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Gideon Dror Line = papers co-authored together Gideon Dror links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 57 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Modeling attacks on physical unclonable functions mediaTUM (Technical University of Munich) ·Ulrich Rührmair, Frank Sehnke, Jan Sölter, Gideon Dror, Srinivas Devadas, Jürgen Schmidhuber Hit paper breakdown →	2010	681
2	PUF Modeling Attacks on Simulated and Silicon Data IEEE Transactions on Information Forensics and Security ·Ulrich Rührmair, Jan Sölter, Frank Sehnke, Xiaolin Xu, Ahmed Khairy Mahmoud, Vera Stoyanova, Gideon Dror, Jürgen Schmidhuber, Wayne Burleson, Srinivas Devadas Hit paper breakdown →	2013	448
3	Result Analysis of the NIPS 2003 Feature Selection Challenge ePrints Soton (University of Southampton) ·Isabelle Guyon, Steve Gunn, Asa Ben‐Hur, Gideon Dror	2004	293
4	Yahoo! music recommendations Noam Koenigstein, Gideon Dror, Yehuda Koren	2011	184
5	Facial Attractiveness: Beauty and the Machine Neural Computation ·Yael Eisenthal, Gideon Dror, Eytan Ruppin	2005	165
6	The Yahoo! Music Dataset and KDD-Cup'11 Knowledge Discovery and Data Mining ·Gideon Dror, Noam Koenigstein, Yehuda Koren, Markus Weimer	2011	152
7	Large-scale learning of word relatedness with constraints Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, Yehuda Koren	2012	139
8	Data-driven enhancement of facial attractiveness ACM Transactions on Graphics ·Tommer Leyvand, Daniel Cohen‐Or, Gideon Dror, Dani Lischinski	2008	117
9	Upright orientation of man-made objects ACM Transactions on Graphics ·Hongbo Fu, Daniel Cohen‐Or, Gideon Dror, Alla Sheffer	2008	117
10	Hash Kernels for Structured Data Journal of Machine Learning Research ·Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola	2009	112
11	Accurate identification of alternatively spliced exons using support vector machine Bioinformatics ·Gideon Dror, Rotem Sorek, Ron Shamir	2004	93
12	Model Selection: Beyond the Bayesian/Frequentist Divide Journal of Machine Learning Research ·Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley	2010	93
13	Feature Selection via Coalitional Game Theory Neural Computation ·Shay B. Cohen, Gideon Dror, Eytan Ruppin	2007	84
14	Learning from the past Anna Shtok, Gideon Dror, Yoelle Maarek, Idan Szpektor	2012	82
15	Feature selection based on the Shapley value Edinburgh Research Explorer ·Shay B. Cohen, Eytan Ruppin, Gideon Dror	2005	71
16	Identifying Developmental Dysgraphia Characteristics Utilizing Handwriting Classification Methods IEEE Transactions on Human-Machine Systems ·Sara Rosenblum, Gideon Dror	2016	70
17	miRNAkey: a software for microRNA deep sequencing analysis Bioinformatics ·Roy Ronen, Ido Gan, Shira Modai, Alona Sukacheov, Gideon Dror, Eran Halperin, Noam Shomron	2010	69
18	Churn prediction in new users of Yahoo! answers Gideon Dror, Dan Pelleg, Oleg Rokhlenko, Idan Szpektor	2012	66
19	I want to answer; who has a question? Gideon Dror, Yehuda Koren, Yoelle Maarek, Idan Szpektor	2011	53
20	Data-driven enhancement of facial attractiveness Tommer Leyvand, Daniel Cohen‐Or, Gideon Dror, Dani Lischinski	2008	51

About Gideon Dror

Gideon Dror is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Computer Science Applications, Signal Processing and Information Systems, having authored 57 papers that have together received 3.8k indexed citations. Recurring topics across this work include Topic Modeling (8 papers), Face and Expression Recognition (7 papers), Machine Learning and Data Classification (7 papers), Neural Networks and Applications (6 papers), Expert finding and Q&A systems (6 papers), Data Mining Algorithms and Applications (6 papers), Neural dynamics and brain function (5 papers) and Mobile Crowdsensing and Crowdsourcing (4 papers). The work is most often cited by research in Hardware and Architecture (1.1k citations), Computer Vision and Pattern Recognition (921 citations), Artificial Intelligence (1.3k citations), Computer Science Applications (174 citations) and Cellular and Molecular Neuroscience (572 citations). Gideon Dror has collaborated with scholars based in Israel, United States and United Kingdom. Frequent co-authors include Ulrich Rührmair, Srinivas Devadas, Jan Sölter, Frank Sehnke, Jürgen Schmidhuber, Yehuda Koren, Isabelle Guyon, Eytan Ruppin, Noam Koenigstein and Daniel Cohen‐Or. Their work appears in journals such as Neurocomputing, Bioinformatics, ACM Transactions on Graphics, Neural Computation and Neural Networks.

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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