Elad Yom-Tov

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 51

Top Venues

CoRR

npj Digit. Medicine

WWW (Companion Volume)

Inf. Retr. J.

Publications

Julie C. Lauffenburger, Elad Yom-Tov, Punam A. Keller, Marie E. McDonnell, Katherine L. Crum, Gauri Bhatkhande, Ellen S. Sears, Kaitlin Hanken, Lily G. Bessette, Constance P. Fontanet, Nancy Haff, Seanna Vine, Niteesh K. Choudhry
The impact of using reinforcement learning to personalize communication on medication adherence: findings from the REINFORCE trial. npj Digit. Medicine 7 (1) (2024)
Damien Lekkas, Elad Yom-Tov, Michael V. Heinz, Joseph A. Gyorda, Theresa Nguyen, Paul J. Barr, Nicholas C. Jacobson
The trajectories of online mental health information seeking: Modeling search behavior before and after completion of self-report screens. Comput. Hum. Behav. 157 (2024)
Aarzoo Dhiman, Elad Yom-Tov, Lorenzo Pellis, Michael Edelstein, Richard Pebody, Andrew Hayward, Thomas A. House, Thomas Finnie, David Guzman, Vasileios Lampos, Rob Aldridge, Sarah Beale, Thomas Byrne, Jana Kovar, Isobel Braithwaite, Ellen Fragaszy, Wing Lam Erica Fong, Cyril Geismar, Susan Hoskins, Annalan Navaratnam, Vincent Nguyen, Parth Patel, Maddie Shrotri, Alexei Yavlinsky, Pia Hardelid, Linda Wijlaars, Eleni Nastouli, Moira Spyer, Anna Aryee, Rachel A. McKendry, Tao Cheng, Anne Johnson, Susan Michie, Jo Gibbs, Richard Gilson, Alison Rodger, Ingemar J. Cox
Estimating the household secondary attack rate and serial interval of COVID-19 using social media. npj Digit. Medicine 7 (1) (2024)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
Tutorials at The Web Conference 2023. WWW (Companion Volume) (2023)
Adam Reiter, Elad Yom-Tov, Irit Hochberg
Do patients read emails from their physician containing tips on improving lifestyle habits? A pilot study. Int. J. Medical Informatics 170 (2023)
Oded Ovadia, Oren Elisha, Elad Yom-Tov
Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering. WWW (Companion Volume) (2022)
Sivan Sabato, Eran Treister, Elad Yom-Tov
Inferring Unfairness and Error from Population Statistics in Binary and Multiclass Classification. CoRR (2022)
Vasileios Lampos, Maimuna S. Majumder, Elad Yom-Tov, Michael Edelstein, Simon Moura, Yohhei Hamada, Molebogeng X. Rangaka, Rachel A. McKendry, Ingemar J. Cox
Tracking COVID-19 using online search. npj Digit. Medicine 4 (2021)
Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon
Algorithmic copywriting: automated generation of health-related advertisements to improve their performance. Inf. Retr. J. 24 (3) (2021)
Masha Krupenkin, Elad Yom-Tov, David Rothschild
Vaccine advertising: preach to the converted or to the unaware? npj Digit. Medicine 4 (2021)
David Carmel, Liane Lewin-Eytan, Elad Yom-Tov, Eugene Agichtein, Evgeniy Gabrilovich
WSDM'21: The 14th ACM International Conference on Web Search and Data Mining. SIGWEB Newsl. 2021 (Summer) (2021)
Benjamin T. Kaveladze, George I. Kaveladze, Elad Yom-Tov, Stephen M. Schueller
Building a Tool that Draws from the Collective Wisdom of the Internet to Help Users Respond Effectively to Anxiety-Related Questions. PervasiveHealth (2021)
Mor Peleg, Amnon Reichman, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelman, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen
COVID-19 Datathon Based on Deidentified Governmental Data as an Approach for Solving Policy Challenges, Increasing Trust, and Building a Community: Case Study. CoRR (2021)
Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance. WWW (2020)
Gilie Gefen, Omer Ben-Porat, Moshe Tennenholtz, Elad Yom-Tov
Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses. WWW (Companion Volume) (2020)
Elad Yom-Tov, Vasileios Lampos, Ingemar J. Cox, Michael Edelstein
Providing early indication of regional anomalies in COVID19 case counts in England using search engine queries. CoRR (2020)
Sivan Sabato, Elad Yom-Tov
Bounding the fairness and accuracy of classifiers from population statistics. ICML (2020)
Vasileios Lampos, Simon Moura, Elad Yom-Tov, Michael Edelstein, Maimuna Majumder, Rachel A. McKendry, Ingemar J. Cox
Tracking COVID-19 using online search. CoRR (2020)
Elad Yom-Tov
Screening for Cancer Using a Learning Internet Advertising System. ACM Trans. Comput. Heal. 1 (2) (2020)
Nir Levy, Amir Rubin, Elad Yom-Tov
Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: an analysis of real-world data. Int. J. Data Sci. Anal. 10 (4) (2020)
Jing Dong, Elad Yom-Tov, Galit B. Yom-Tov
The Impact of Delay Announcements on Hospital Network Coordination and Waiting Times. Manag. Sci. 65 (5) (2019)
Brit Youngmann, Ran Gilad-Bachrach, Danny Karmon, Elad Yom-Tov
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance. CoRR (2019)
Gilie Gefen, Omer Ben-Porat, Moshe Tennenholtz, Elad Yom-Tov
Privacy, altruism, and experience: Estimating the perceived value of Internet data for medical uses. CoRR (2019)
Elad Yom-Tov, Nir Levy, Amir Rubin
Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: An analysis of real-world data. CoRR (2019)
Elad Yom-Tov
Demographic differences in search engine use with implications for cohort selection. Inf. Retr. J. 22 (6) (2019)
Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig
Author Correction: The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794, 000 participants. npj Digit. Medicine 1 (2018)
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Discriminative Learning of Prediction Intervals. AISTATS (2018)
Reut Apel, Elad Yom-Tov, Moshe Tennenholtz
Characterizing Efficient Referrals in Social Networks. CoRR (2018)
Reut Apel, Elad Yom-Tov, Moshe Tennenholtz
Characterizing Efficient Referrals in Social Networks. WWW (Companion Volume) (2018)
Royi Ronen, Marian Radu, Corina Feuerstein, Elad Yom-Tov, Mansour Ahmadi
Microsoft Malware Classification Challenge. CoRR (2018)
Brit Youngmann, Elad Yom-Tov
Anxiety and Information Seeking: Evidence From Large-Scale Mouse Tracking. WWW (2018)
Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig
The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794, 000 participants. npj Digit. Medicine 1 (2018)
Elad Yom-Tov
Demographic differences in search engine use with implications for cohort selection. CoRR (2018)
Liron I. Allerhand, Brit Youngmann, Elad Yom-Tov, David Arkadir
Detecting Parkinson's Disease from interactions with a search engine: Is expert knowledge sufficient? CoRR (2018)
Elad Yom-Tov
Clinically verified pre-screening for cancer using web search queries: Initial results. CoRR (2018)
Liron I. Allerhand, Brit Youngmann, Elad Yom-Tov, David Arkadir
Detecting Parkinson's Disease from Interactions with a Search Engine: Is Expert Knowledge Sufficient? CIKM (2018)
Assaf Hallak, Yishay Mansour, Elad Yom-Tov
Automatic Representation for Lifetime Value Recommender Systems. CoRR (2017)
Nir Levy, Michael Iv, Elad Yom-Tov
Modeling influenza-like illnesses through composite compartmental models. CoRR (2017)
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials. WWW (Companion Volume) (2017)
Eitan Giat, Elad Yom-Tov
Evidence from web-based dietary search patterns to the role of B12 deficiency in chronic pain. CoRR (2017)
Luca Soldaini, Elad Yom-Tov
Inferring Individual Attributes from Search Engine Queries and Auxiliary Information. WWW (2017)
Elad Yom-Tov, Shira H. Fischer
The Werther Effect Revisited: Measuring the Effect of News Items on User Behavior. WWW (Companion Volume) (2017)
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Discriminative Learning of Prediction Intervals. CoRR (2017)
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials. CoRR (2016)
Irit Hochberg, Guy Feraru, Mark Kozdoba, Shie Mannor, Moshe Tennenholtz, Elad Yom-Tov
A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients. CoRR (2016)
Royi Ronen, Elad Yom-Tov, Gal Lavee
Recommendations meet web browsing: enhancing collaborative filtering using internet browsing logs. ICDE (2016)
Luis Fernández-Luque, Fernando Martín-Sánchez, Ingmar Weber, Elad Yom-Tov, Carolyn Petersen
Social Media Research in the Health Domain. AMIA (2016)
Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov
The Quality of Online Answers to Parents Who Suspect That Their Child Has an Autism Spectrum Disorder. ICWSM (2016)
Luca Soldaini, Elad Yom-Tov
Inferring individual attributes from search engine queries and auxiliary information. CoRR (2016)
Elad Yom-Tov
Predicting drug recalls from Internet search engine queries. CoRR (2016)
Luca Soldaini, Andrew Yates, Elad Yom-Tov, Ophir Frieder, Nazli Goharian
Enhancing web search in the medical domain via query clarification. Inf. Retr. J. 19 (1-2) (2016)
Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox
Assessing the impact of a health intervention via user-generated Internet content. Data Min. Knowl. Discov. 29 (5) (2015)
Maayan Gal-On Harel, Elad Yom-Tov
Modularity-Based Query Clustering for Identifying Users Sharing a Common Condition. SIGIR (2015)
Dan Pelleg, Elad Yom-Tov, Evgeniy Gabrilovich
On the Effect of Human-Computer Interfaces on Language Expression. CoRR (2015)
Shiri Dori-Hacohen, Elad Yom-Tov, James Allan
Navigating Controversy as a Complex Search Task. SCST@ECIR (2015)
Hani Neuvirth, Yehuda Finkelstein, Amit Hilbuch, Shai Nahum, Daniel Alon, Elad Yom-Tov
Early Detection of Fraud Storms in the Cloud. ECML/PKDD (3) (2015)
Elad Yom-Tov
Ebola data from the Internet: An Opportunity for Syndromic Surveillance or a News Event? Digital Health (2015)
Elad Yom-Tov, Ingemar Johansson Cox, Vasileios Lampos
Learning About Health and Medicine from Internet Data. WSDM (2015)
Elad Yom-Tov, Luis Fernández-Luque
Information is in the eye of the beholder: Seeking information on the MMR vaccine through an Internet search engine. AMIA (2014)
Dorit Baras, Amir Ronen, Elad Yom-Tov
The effect of social affinity and predictive horizon on churn prediction using diffusion modeling. Soc. Netw. Anal. Min. 4 (1) (2014)
Kirill Dyagilev, Elad Yom-Tov
Evidence for echo chamber and disagreement effects in the political activity of Twitter users. CoRR (2014)
Elad Yom-Tov, Mounia Lalmas, Ricardo Baeza-Yates, Georges Dupret, Janette Lehmann, Pinar Donmez
Measuring inter-site engagement. IEEE BigData (2013)
Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh
Report on the SIGIR 2013 workshop on health search and discovery. SIGIR Forum 47 (2) (2013)
Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh
Workshop on health search and discovery: helping users and advancing medicine. SIGIR (2013)
Kirill Dyagilev, Shie Mannor, Elad Yom-Tov
On information propagation in mobile call networks. Soc. Netw. Anal. Min. 3 (3) (2013)
Qi Guo, Fernando Diaz, Elad Yom-Tov
Updating Users about Time Critical Events. ECIR (2013)
Janette Lehmann, Mounia Lalmas, Ricardo Baeza-Yates, Elad Yom-Tov
Networked user engagement. UEO@CIKM (2013)
Elad Yom-Tov, Fernando Diaz
The Effect of Social and Physical Detachment on Information Need. ACM Trans. Inf. Syst. 31 (1) (2013)
David Carmel, Haggai Roitman, Elad Yom-Tov
On the Relationship between Novelty and Popularity of User-Generated Content. ACM Trans. Intell. Syst. Technol. 3 (4) (2012)
Elad Yom-Tov, Mounia Lalmas, Georges Dupret, Ricardo Baeza-Yates, Pinar Donmez, Janette Lehmann
The effect of links on networked user engagement. WWW (Companion Volume) (2012)
Janette Lehmann, Mounia Lalmas, Elad Yom-Tov, Georges Dupret
Models of User Engagement. UMAP (2012)
Dan Pelleg, Elad Yom-Tov, Yoelle Maarek
Can You Believe an Anonymous Contributor? On Truthfulness in Yahoo! Answers. SocialCom/PASSAT (2012)
Elad Yom-Tov, Fernando Diaz
Out of sight, not out of mind: on the effect of social and physical detachment on information need. SIGIR (2011)
Elad Yom-Tov, Fernando Diaz
Location and timeliness of information sources during news events. SIGIR (2011)
Noam Slonim, Elad Yom-Tov, Koby Crammer
Active Online Classification via Information Maximization. IJCAI (2011)
Grigori Fursin, Yuriy Kashnikov, Abdul Wahid Memon, Zbigniew Chamski, Olivier Temam, Mircea Namolaru, Elad Yom-Tov, Bilha Mendelson, Ayal Zaks, Eric Courtois, François Bodin, Phil Barnard, Elton Ashton, Edwin V. Bonilla, John Thomson, Christopher K. I. Williams, Michael F. P. O'Boyle
Milepost GCC: Machine Learning Enabled Self-tuning Compiler. Int. J. Parallel Program. 39 (3) (2011)
Kirill Dyagilev, Shie Mannor, Elad Yom-Tov
Generative models for rapid information propagation. SOMA@KDD (2010)
David Carmel, Haggai Roitman, Elad Yom-Tov
Social bookmark weighting for search and recommendation. VLDB J. 19 (6) (2010)
David Carmel, Haggai Roitman, Elad Yom-Tov
On the relationship between novelty and popularity of user-generated content. CIKM (2010)
Yossi Richter, Elad Yom-Tov, Noam Slonim
Predicting Customer Churn in Mobile Networks through Analysis of Social Groups. SDM (2010)
David Carmel, Elad Yom-Tov
Estimating the query difficulty for information retrieval. SIGIR (2010)
Elad Yom-Tov, Noam Slonim
Parallel Pairwise Clustering. SDM (2009)
David Carmel, Haggai Roitman, Elad Yom-Tov
Who tags the tags?: a framework for bookmark weighting. CIKM (2009)
Danny Bickson, Elad Yom-Tov, Danny Dolev
A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines CoRR (2008)
David Carmel, Elad Yom-Tov, Haggai Roitman
Enhancing digital libraries using missing content analysis. JCDL (2008)
Shady Copty, Shai Fine, Shmuel Ur, Elad Yom-Tov, Avi Ziv
A probabilistic alternative to regression suites. Theor. Comput. Sci. 404 (3) (2008)
Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov
Better multiclass classification via a margin-optimized single binary problem. Pattern Recognit. Lett. 29 (14) (2008)
Elad Yom-Tov, Rachel Tzoref, Shmuel Ur, Shlomo Hoory
Automatic Debugging of Concurrent Programs through Active Sampling of Low Dimensional Random Projections. ASE (2008)
Haggai Roitman, David Carmel, Elad Yom-Tov
Maintaining dynamic channel profiles on the web. Proc. VLDB Endow. 1 (1) (2008)
Einat Amitay, Sivan Yogev, Elad Yom-Tov
Serial Sharers: Detecting Split Identities of Web Authors. PAN (2007)
Rachel Tzoref, Shmuel Ur, Elad Yom-Tov
Instrumenting where it hurts: an automatic concurrent debugging technique. ISSTA (2007)
Elad Yom-Tov, Yariv Aridor
A Self-optimized Job Scheduler for Heterogeneous Server Clusters. JSSPP (2007)
Shmuel Ur, Elad Yom-Tov, Paul Wernick
An Open Source Simulation Model of Software Development and Testing. Haifa Verification Conference (2006)
David Carmel, Elad Yom-Tov, Adam Darlow, Dan Pelleg
What makes a query difficult? SIGIR (2006)
Elad Yom-Tov, Yariv Aridor
Improving Resource Matching Through Estimation of Actual Job Requirements. HPDC (2006)
Elad Yom-Tov, Shai Fine, David Carmel, Adam Darlow
Learning to estimate query difficulty: including applications to missing content detection and distributed information retrieval. SIGIR (2005)
I. Makienko, Elad Yom-Tov, Gideon F. Inbar
On the effects of adaptation to changing loads on movement-related EEG potentials. Biol. Cybern. 93 (3) (2005)
David Carmel, Elad Yom-Tov, Ian Soboroff
SIGIR workshop report: predicting query difficulty - methods and applications. SIGIR Forum 39 (2) (2005)
Elad Yom-Tov, David Carmel, Adam Darlow, Dan Pelleg, Shai Errera-Yaakov, Shai Fine
Juru at TREC 2005: Query Prediction in the Terabyte and the Robust Tracks. TREC (2005)
Elad Yom-Tov, Shai Fine, David Carmel, Adam Darlow, Einat Amitay
Juru at TREC 2004: Experiments with Prediction of Query Difficulty. TREC (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Elad Yom-Tov