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ORCIDGideon Dror
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2020 – today
- 2023
[i4]Shubhika Garg, Ben Feinstein, Shahar Timnat, Vishal Batchu, Gideon Dror, Adi Gerzi Rosenthal, Varun Gulshan:
Cross Modal Distillation for Flood Extent Mapping. CoRR abs/2302.08180 (2023)- 2021
- [i3]Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger, Chen Barshai, Dana Weitzner, Dafi Voloshin, Frederik Kratzert, Gal Elidan, Gideon Dror, Gregory Begelman, Grey Nearing, Guy Shalev, Hila Noga, Ira Shavitt, Liora Yuklea, Moriah Royz, Niv Giladi, Nofar Peled Levi, Ofir Reich, Oren Gilon, Ronnie Maor, Shahar Timnat, Tal Shechter, Vladimir Anisimov, Yotam Gigi, Yuval Levin, Zach Moshe, Zvika Ben-Haim, Avinatan Hassidim, Yossi Matias:
Flood forecasting with machine learning models in an operational framework. CoRR abs/2111.02780 (2021)
2010 – 2019
- 2017
- [j25]Gideon Dror, Arieh Lev, Yehuda Roditty, Romina Zigdon:
On the rainbow connection number of graphs. Ars Comb. 133: 51-67 (2017) - [j24]Sara Rosenblum, Gideon Dror:
Identifying Developmental Dysgraphia Characteristics Utilizing Handwriting Classification Methods. IEEE Trans. Hum. Mach. Syst. 47(2): 293-298 (2017) - 2013
- [j23]Ulrich Rührmair, Jan Sölter
, Frank Sehnke, Xiaolin Xu, Ahmed Mahmoud, Vera Stoyanova, Gideon Dror, Jürgen Schmidhuber, Wayne P. Burleson, Srinivas Devadas:
PUF Modeling Attacks on Simulated and Silicon Data. IEEE Trans. Inf. Forensics Secur. 8(11): 1876-1891 (2013) - [c27]Gideon Dror, Yoelle Maarek, Idan Szpektor:
Will My Question Be Answered? Predicting "Question Answerability" in Community Question-Answering Sites. ECML/PKDD (3) 2013: 499-514 - [c26]Gideon Dror, Yoelle Maarek, Avihai Mejer, Idan Szpektor:
From query to question in one click: suggesting synthetic questions to searchers. WWW 2013: 391-402 - [i2]Ulrich Rührmair, Jan Sölter, Frank Sehnke, Xiaolin Xu, Ahmed Mahmoud, Vera Stoyanova, Gideon Dror, Jürgen Schmidhuber, Wayne P. Burleson, Srinivas Devadas:
PUF Modeling Attacks on Simulated and Silicon Data. IACR Cryptol. ePrint Arch. 2013: 112 (2013) - 2012
- [j22]Ofer Lavi, Gideon Dror, Ron Shamir:
Network-Induced Classification Kernels for Gene Expression Profile Analysis. J. Comput. Biol. 19(6): 694-709 (2012) - [j21]Isabelle Guyon, Gideon Dror, Vincent Lemaire, Daniel L. Silver, Graham W. Taylor, David W. Aha:
Analysis of the IJCNN 2011 UTL challenge. Neural Networks 32: 174-178 (2012) - [j20]Gideon Dror, Noam Koenigstein, Yehuda Koren:
Web-Scale Media Recommendation Systems. Proc. IEEE 100(9): 2722-2736 (2012) - [c25]Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, Yehuda Koren:
Large-scale learning of word relatedness with constraints. KDD 2012: 1406-1414 - [c24]Qiaoling Liu, Eugene Agichtein, Gideon Dror, Yoelle Maarek, Idan Szpektor:
When web search fails, searchers become askers: understanding the transition. SIGIR 2012: 801-810 - [c23]Anna Shtok, Gideon Dror, Yoelle Maarek, Idan Szpektor:
Learning from the past: answering new questions with past answers. WWW 2012: 759-768 - [c22]Gideon Dror, Dan Pelleg, Oleg Rokhlenko, Idan Szpektor:
Churn prediction in new users of Yahoo! answers. WWW (Companion Volume) 2012: 829-834 - [c21]Daniel L. Silver, Isabelle Guyon, Graham W. Taylor, Gideon Dror, Vincent Lemaire:
ICML2011 Unsupervised and Transfer Learning Workshop. ICML Unsupervised and Transfer Learning 2012: 1-16 - [c20]Gideon Dror, Noam Koenigstein, Yehuda Koren, Markus Weimer:
The Yahoo! Music Dataset and KDD-Cup '11. KDD Cup 2012: 8-18 - [e4]Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, Daniel L. Silver:
Unsupervised and Transfer Learning - Workshop held at ICML 2011, Bellevue, Washington, USA, July 2, 2011. JMLR Proceedings 27, JMLR.org 2012 [contents] - [e3]Gideon Dror, Yehuda Koren, Markus Weimer:
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011. JMLR Proceedings 18, JMLR.org 2012 [contents] - 2011
- [c19]Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha:
Unsupervised and transfer learning challenge. IJCNN 2011: 793-800 - [c18]Gideon Dror, Yehuda Koren, Yoelle Maarek, Idan Szpektor:
I want to answer; who has a question?: Yahoo! answers recommender system. KDD 2011: 1109-1117 - [c17]Noam Koenigstein, Gideon Dror, Yehuda Koren:
Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy. RecSys 2011: 165-172 - [c16]Qiaoling Liu, Eugene Agichtein, Gideon Dror, Evgeniy Gabrilovich, Yoelle Maarek, Dan Pelleg, Idan Szpektor:
Predicting web searcher satisfaction with existing community-based answers. SIGIR 2011: 415-424 - [c15]Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire:
Results of the Active Learning Challenge. Active Learning and Experimental Design @ AISTATS 2011: 19-45 - [e2]Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire, Alexander R. Statnikov:
Active Learning and Experimental Design workshop, In conjunction with AISTATS 2010, Sardinia, Italy, May 16, 2010. JMLR Proceedings 16, JMLR.org 2011 [contents] - 2010
- [j19]Roy Ronen, Ido Gan, Shira Modai, Alona Sukacheov, Gideon Dror, Eran Halperin, Noam Shomron:
miRNAkey: a software for microRNA deep sequencing analysis. Bioinform. 26(20): 2615-2616 (2010) - [j18]Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley:
Model Selection: Beyond the Bayesian/Frequentist Divide. J. Mach. Learn. Res. 11: 61-87 (2010) - [j17]Owen Thomas, Peter Sunehag, Gideon Dror, Sungrack Yun, Sungwoong Kim, Matthew W. Robards, Alexander J. Smola, Daniel Green, Philo Saunders:
Wearable sensor activity analysis using semi-Markov models with a grammar. Pervasive Mob. Comput. 6(3): 342-350 (2010) - [c14]Ulrich Rührmair, Frank Sehnke, Jan Sölter, Gideon Dror, Srinivas Devadas, Jürgen Schmidhuber:
Modeling attacks on physical unclonable functions. CCS 2010: 237-249 - [c13]Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire:
Design and analysis of the WCCI 2010 active learning challenge. IJCNN 2010: 1-8 - [i1]Ulrich Rührmair, Frank Sehnke, Jan Sölter, Gideon Dror, Srinivas Devadas, Jürgen Schmidhuber:
Modeling Attacks on Physical Unclonable Functions. IACR Cryptol. ePrint Arch. 2010: 251 (2010)
2000 – 2009
- 2009
- [j16]Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alexander J. Smola, S. V. N. Vishwanathan:
Hash Kernels for Structured Data. J. Mach. Learn. Res. 10: 2615-2637 (2009) - [j15]Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror, David Vogel:
Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database. SIGKDD Explor. 11(2): 68-76 (2009) - [c12]Gideon Dror:
Feature Extraction for Graph Datasets. DMIN 2009: 282-290 - [c11]Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror, David Vogel:
Analysis of the KDD Cup 2009: Fast Scoring on a Large Orange Customer Database. KDD Cup 2009: 1-22 - [c10]Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alexander J. Smola, Alexander L. Strehl, Vishy Vishwanathan:
Hash Kernels. AISTATS 2009: 496-503 - [e1]Gideon Dror, Marc Boullé, Isabelle Guyon, Vincent Lemaire, David Vogel:
Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009. JMLR Proceedings 7, JMLR.org 2009 [contents] - 2008
- [j14]Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley:
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge. Neural Networks 21(2-3): 544-550 (2008) - [j13]Tommer Leyvand, Daniel Cohen-Or, Gideon Dror, Dani Lischinski:
Data-driven enhancement of facial attractiveness. ACM Trans. Graph. 27(3): 38 (2008) - [j12]Hongbo Fu, Daniel Cohen-Or, Gideon Dror, Alla Sheffer:
Upright orientation of man-made objects. ACM Trans. Graph. 27(3): 42 (2008) - [d4]Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror:
Arcene. UCI Machine Learning Repository, 2008
- [d3]Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror:
Dorothea. UCI Machine Learning Repository, 2008 - [d2]Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror:
Gisette. UCI Machine Learning Repository, 2008 - [d1]Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror:
Dexter. UCI Machine Learning Repository, 2008 - 2007
- [j11]Shay B. Cohen, Gideon Dror, Eytan Ruppin:
Feature Selection via Coalitional Game Theory. Neural Comput. 19(7): 1939-1961 (2007) - [c9]Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley:
Agnostic Learning vs. Prior Knowledge Challenge. IJCNN 2007: 829-834 - [c8]Daniel Gill, Yaacov Ritov, Gideon Dror:
Is Pinocchio's Nose Long or His Head Small? Learning Shape Distances for Classification. ISVC (1) 2007: 652-661 - 2006
- [j10]Yael Eisenthal, Gideon Dror, Eytan Ruppin:
Facial Attractiveness: Beauty and the Machine. Neural Comput. 18(1): 119-142 (2006) - [j9]Alon Kaufman, Gideon Dror, Isaac Meilijson, Eytan Ruppin:
Gene Expression of Caenorhabditis elegans Neurons Carries Information on Their Synaptic Connectivity. PLoS Comput. Biol. 2(12) (2006) - [c7]Isabelle Guyon, Amir Reza Saffari Azar Alamdari, Gideon Dror, Joachim M. Buhmann:
PerformancePrediction Challenge. IJCNN 2006: 1649-1656 - [c6]Amit Kagian, Gideon Dror, Tommer Leyvand, Daniel Cohen-Or, Eytan Ruppin:
A Humanlike Predictor of Facial Attractiveness. NIPS 2006: 649-656 - [c5]Tommer Leyvand, Daniel Cohen-Or, Gideon Dror, Dani Lischinski:
Digital face beautification. SIGGRAPH Sketches 2006: 169 - [p1]Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror:
Design and Analysis of the NIPS2003 Challenge. Feature Extraction 2006: 237-263 - 2005
- [j8]Gideon Dror, Rotem Sorek, Ron Shamir:
Accurate identification of alternatively spliced exons using support vector machine. Bioinform. 21(7): 897-901 (2005) - [c4]Shay B. Cohen, Eytan Ruppin, Gideon Dror:
Feature Selection Based on the Shapley Value. IJCAI 2005: 665-670 - 2004
- [j7]Gideon Dror, Arieh Lev, Yehuda Roditty:
A note: some results in step domination of trees. Discret. Math. 289(1-3): 137-144 (2004) - [j6]Orit Kliper, David Horn, Brigitte Quenet, Gideon Dror:
Analysis of spatiotemporal patterns in a model of olfaction. Neurocomputing 58-60: 1027-1032 (2004) - [j5]David Horn, Gideon Dror, Brigitte Quenet:
Dynamic proximity of spatio-temporal sequences. IEEE Trans. Neural Networks 15(5): 1002-1008 (2004) - [c3]Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror:
Result Analysis of the NIPS 2003 Feature Selection Challenge. NIPS 2004: 545-552 - 2003
- [j4]David Horn, Brigitte Quenet, Gideon Dror, Orit Kliper:
Modeling neural spatiotemporal behavior. Neurocomputing 52-54: 799-804 (2003) - [c2]Yuri Bogomolov, Gideon Dror, Stanislav Lapchev, Ehud Rivlin, Michael Rudzsky:
Classification of Moving Targets Based on Motion and Appearance. BMVC 2003: 1-10 - 2000
- [j3]Gideon Dror, Misha Tsodyks:
Activity of coupled excitatory and inhibitory neural populations with dynamic synapses. Neurocomputing 32-33: 359-364 (2000) - [j2]Gideon Dror, Misha Tsodyks:
Chaos in neural networks with dynamic synapses. Neurocomputing 32-33: 365-370 (2000)
1990 – 1999
- 1999
- [j1]Gideon Dror, Misha Tsodyks:
Analysis and modeling of population dynamics in the visual cortex. Neurocomputing 26-27: 361-366 (1999) - 1998
- [c1]Gideon Dror, Halina Abramowicz, David Horn:
Vertex Identification in High Energy Physics Experiments. NIPS 1998: 868-874
Coauthor Index
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