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Computer Science

D-Index
38
Citations
8034
World Ranking
10079
National Ranking
162

Overview

Gideon Dror is affiliated with the Academic College of Tel Aviv-Yafo in Israel. Their research spans multiple fields including Environmental Science, Computer Science, and Medicine. Within these broad areas, the focus narrows to several detailed subfields such as Global and Planetary Change, Environmental Engineering, Computer Vision and Pattern Recognition, Surgery, and Water Science and Technology.

The primary topics of Gideon Dror's work include Flood Risk Assessment and Management, which appears prominently across their publications. Other key subjects include Hydrological Forecasting Using AI, Hydrology and Watershed Management Studies, Image Enhancement Techniques, Precipitation Measurement and Analysis, Spine and Intervertebral Disc Pathology, and Pelvic and Acetabular Injuries.

Their recent scholarly output includes the following papers:

  • "Flood forecasting with machine learning models in an operational framework," published in 2022 in Hydrology and Earth System Sciences
  • "Cross-modal distillation for flood extent mapping," published in 2023 in Environmental Data Science
  • "Morphologic aspects of the cervical (C3-C7) annular epiphysis: a skeletal study," published in 2023 in The Spine Journal
  • "Flood forecasting with machine learning models in an operational framework," published in 2021 on arXiv (Cornell University)
  • "Cross Modal Distillation for Flood Extent Mapping," published in 2023 on arXiv (Cornell University)

Frequent collaborators include Adi Gerzi Rosenthal, Shahar Timnat, Sella Nevo, Efrat Morin, and Asher Metzger. These coauthors have contributed to multiple publications alongside Dror.

Gideon Dror's research has been disseminated through several venues. The most common publication platforms are arXiv (Cornell University) with two papers, followed by Hydrology and Earth System Sciences, Environmental Data Science, and The Spine Journal, each hosting one of Dror's papers.

Best Publications

  • Modeling Attacks on Physical Unclonable Functions.

    Ulrich Rührmair;Frank Sehnke;Jan Sölter;Gideon Dror

  • Result Analysis of the NIPS 2003 Feature Selection Challenge

    Isabelle Guyon;Steve Gunn;Asa Ben-Hur;Gideon Dror

  • PUF Modeling Attacks on Simulated and Silicon Data.

    Ulrich Rührmair;Jan Sölter;Frank Sehnke;Xiaolin Xu

  • Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy

    Noam Koenigstein;Gideon Dror;Yehuda Koren

  • Facial Attractiveness: Beauty and the Machine

    Yael Eisenthal;Gideon Dror;Eytan Ruppin

  • The Yahoo! Music Dataset and KDD-Cup'11

    Gideon Dror;Noam Koenigstein;Yehuda Koren;Markus Weimer

  • Navigation method and system for autonomous machines with markers defining the working area

    Ehud Peless;Shai Abramson;Gideon Dror

  • Large-scale learning of word relatedness with constraints

    Guy Halawi;Gideon Dror;Evgeniy Gabrilovich;Yehuda Koren

  • Hash Kernels for Structured Data

    Qinfeng Shi;James Petterson;Gideon Dror;John Langford

  • Data-driven enhancement of facial attractiveness

    Tommer Leyvand;Daniel Cohen-Or;Gideon Dror;Dani Lischinski

  • Model Selection: Beyond the Bayesian/Frequentist Divide

    Isabelle Guyon;Amir Saffari;Gideon Dror;Gavin Cawley

  • Flood forecasting with machine learning models in an operational framework

    Sella Nevo;Efrat Morin;Adi Gerzi Rosenthal;Asher Metzger

  • Upright orientation of man-made objects

    Hongbo Fu;Daniel Cohen-Or;Gideon Dror;Alla Sheffer

  • Accurate identification of alternatively spliced exons using support vector machine

    Gideon Dror;Rotem Sorek;Ron Shamir

  • Feature Selection via Coalitional Game Theory

    Shay Cohen;Gideon Dror;Eytan Ruppin

  • Learning from the past: answering new questions with past answers

    Anna Shtok;Gideon Dror;Yoelle Maarek;Idan Szpektor

  • Feature selection based on the Shapley value

    Shay Cohen;Eytan Ruppin;Gideon Dror

  • Churn prediction in new users of Yahoo! answers

    Gideon Dror;Dan Pelleg;Oleg Rokhlenko;Idan Szpektor

  • I want to answer; who has a question?: Yahoo! answers recommender system

    Gideon Dror;Yehuda Koren;Yoelle Maarek;Idan Szpektor

  • miRNAkey: a software for microRNA deep sequencing analysis.

    Roy Ronen;Ido Gan;Shira Modai;Alona Sukacheov

Frequent Co-Authors

Isabelle Guyon
Isabelle Guyon University of Paris-Saclay
Yoelle Maarek
Yoelle Maarek Amazon (United States)
Eytan Ruppin
Eytan Ruppin National Institutes of Health
Yehuda Koren
Yehuda Koren Google (United States)
Daniel Cohen-Or
Daniel Cohen-Or Tel Aviv University
Ron Shamir
Ron Shamir Tel Aviv University
Jürgen Schmidhuber
Jürgen Schmidhuber King Abdullah University of Science and Technology
Graham W. Taylor
Graham W. Taylor University of Guelph
Rotem Sorek
Rotem Sorek Weizmann Institute of Science

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