Database Encryption: An Overview of Contemporary Challenges and Design Considerations
E. Shmueli, R. Vaisenberg, Y. Elovici and C. Glezer, 2009, SIGMOD Record
View Paper
 

Limiting Disclosure of Sensitive Data in Sequential Releases of Databases
E. Shmueli, T. Tassa, R. Wasserstein, B. Shapira and L. Rokach, 2012, Information Sciences
View Paper
 

The Social Amplifier – Reaction of Human Communities to Emergencies
Y. Altshuler, M. Fire, E. Shmueli, Y. Elovici, A. Bruckstein, A. Pentland and D. Lazer, 2013, Journal of Statistical Physics
View Paper
 

Improving Accuracy of Classification Models Induced from Anonymized Datasets
M. Last, T. Tassa, A. Zhmudyak and E. Shmueli, 2014, Information Sciences
View Paper
 

Sensing, Understanding, and Shaping Social Behavior
E. Shmueli, V.K. Singh, B. Lepri and A.S. Pentland, 2014, IEEE Transactions on Computational Social Systems
View Paper
 

Implementing a Database Encryption Solution, Design and Implementation Issues
E. Shmueli, R. Vaisenberg, E. Gudes and Y. Elovici, 2014, Computers & Security
View Paper
 

The Strength of the Strongest Ties in Collaborative Problem Solving
Y.A. de Montjoye, A. Stopczynski, E. Shmueli, A.S. Pentland and S. Lehmann, 2014, Nature Scientific Reports
View Paper
 

OpenPDS: Protecting the Privacy of Metadata through SafeAnswers
Y.A. de Montjoye, E. Shmueli, S.S. Wang and A. Pentland, 2014, PLoS One
View Paper
 

Constrained Obfuscation of Relational Databases
E. Shmueli, T. Zrihen, R. Yahalom and T. Tassa, 2014, Information Sciences
View Paper
 

Privacy by Diversity in Sequential Releases of Databases
E. Shmueli and T. Tassa, 2015, Information Sciences
View Paper
 

Campaign Optimization Through Behavioral Modeling and Mobile Network Analysis
E. Shmueli, Y. Altshuler, G. Zyskind, O. Lederman, N. Oliver and A.S. Pentland, 2014, IEEE Transactions on Computational Social Systems
View Paper
 

The Role of Personality in Shaping Social Networks and Mediating Behavioral Change
B. Lepri, J. Staiano, E. Shmueli, F. Pianesi and A. Pentland, 2016, User Modeling and User-Adapted Interaction
View Paper

​

Behavioral Study of Users When Interacting with Active Honeytokens
A. Shabtai, M. Bercovitch, L. Rokach, Y. Elovici, Y. Gal and E. Shmueli, 2016, Transactions on Information and System Security
View Paper

​

If It Looks Like a Spammer and Behaves Like a Spammer, It Must Be a Spammer
E. Shmueli, A. Almaatouq, V.K. Singh, A. Alfaris and A.S. Pentland, 2016, International Journal of Information Security
View Paper

​

Are You Your Friends' Friend? Poor Perception of Friendship Ties Limits the Ability to Persuade Others
A. Almaatouq, L. Radaelli, A.S. Pentland and E. Shmueli, 2016, PLoS One
View Paper

​

Second Medical Opinion: Utilization Rates and Characteristics of Seekers in a General Population
L. Shmueli, E. Shmueli, J.S. Pliskin, R. Balicer, N. Davidovitch, I. Hekselman and G. Greenfield, 2016, Medical Care
View Paper

​

Money Drives: Can Monetary Incentives Based on Real-Time Monitoring Improve Driving Behavior?
Y. Cohen and E. Shmueli, 2017, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
View Paper

​

The Privacy Implications of Cyber-Security Systems: A Technological Survey
E. Toch, C. Bettini, E. Shmueli, L. Radaelli, A. Lanzi, D. Riboni and B. Lepri, 2018, ACM Computing Surveys
View Paper

​

Methods for Quantifying Effects of Social Unrest Using Credit Card Transaction Data
X. Dong, J. Meyer, E. Shmueli, B. Bozkaya and A.S. Pentland, 2018, EPJ Data Science
View Paper
 

Active Viral Marketing: Incorporating Continuous Active Seeding Efforts into the Diffusion Model
A. Sela, D. Goldenberg, I. Ben-Gal and E. Shmueli, 2018, Expert Systems with Applications
View Paper

​

Timing Matters: Influence Maximization in Social Networks through Scheduled Seeding
D. Goldenberg, A. Sela and E. Shmueli, 2018, IEEE Transactions on Computational Social Systems
View Paper

​

Handwritten Signature Verification Using Wrist-Worn Devices
A. Levy, B. Nassi, Y. Elovici and E. Shmueli, 2018, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
View Paper

​

Second Opinion Utilization by Healthcare Insurance Type in a Mixed Private-Public Healthcare System: A Population-Based Study
L. Shmueli, E. Shmueli, J.S. Pliskin, R. Balicer, N. Davidovitch, I. Hekselman and G. Greenfield, 2019, BMJ Open
View Paper

​

Structural Entropy: Monitoring Correlation-Based Networks Over Time With Application To Financial Markets
A. Almog and E. Shmueli, 2019, Nature Scientific Reports
View Paper

​

Beyond Majority: Label Ranking Ensembles Based on Voting Rules
H. Werbin, L. Dery and E. Shmueli, 2019, Expert Systems with Applications
View Paper

​

A Personal Data Store Approach for Recommender Systems Enhancing Privacy Without Sacrificing Accuracy
I. Mazeh and E. Shmueli, 2019, Expert Systems with Applications
View Paper

​

Tdap Vaccination During Pregnancy Interrupts a Twenty-Year Increase in the Incidence of Pertussis
D. Langsam, E. Anis, E. Haas, R. Gosinov, M. Yechezkel, I. Grotto, D. Yamin and E. Shmueli, 2020, Vaccine
View Paper

​

Network Dynamics of a Financial Ecosystem
S. Somin, G. Gordon, A.S. Pentland, Y. Altshuler and E. Shmueli, 2020, Nature Scientific Reports
View Paper

​

Mediated Secure Multi-Party Protocols for Collaborative Filtering
E. Shmueli and T. Tassa, 2020, ACM Transactions on Intelligent Systems and Technology
View Paper
 

Employees Recruitment: A Prescriptive Analytics Approach via Machine Learning and Mathematical Programming
D. Pessach, G. Singer, D. Avrahami, H. Chalutz Ben-Gal, E. Shmueli and I. Ben-Gal, 2020, Decision Support Systems
View Paper

​

Air-Writing Recognition Using Smart-Bands
T. Yanay and E. Shmueli, 2020, Pervasive and Mobile Computing
View Paper

​

Bayesian Collective Learning Emerges from Heuristic Social Learning
P.M. Krafft, E. Shmueli, T.L. Griffiths, J.B. Tenenbaum and A.S. Pentland, 2020, Cognition
View Paper

​

BoostLR: A Boosting-Based Learning Ensemble for Label Ranking Tasks
L. Dery and E. Shmueli, 2020, IEEE Access
View Paper

​

State-Based Targeted Vaccination
T. Lev and E. Shmueli, 2021, Applied Network Science
View Paper

​

Differential Effects of COVID-19 Lockdowns on Well-Being: Interaction Between Age, Gender and Chronotype
S. Oved, M. Mofaz, A. Lan, H. Einat, N. Kronfeld-Schor, D. Yamin and E. Shmueli, 2021, Journal of the Royal Society Interface
View Paper

​

A Multilayer Model for the Early Detection of COVID-19
E. Shmueli, R. Mansuri, M. Porcilan, T. Amir, L. Yosha, M. Yechezkel, T. Patalon, S. Handelman-Gotlib, S. Gazit and D. Yamin, 2021, Journal of the Royal Society Interface
View Paper

​

Cost-Effectiveness of Pertussis Vaccination Schedule in Israel
D. Langsam, D. Kahana, E. Shmueli and D. Yamin, 2021, Vaccines
View Paper

​

Improving Fairness of Artificial Intelligence Algorithms in Privileged-Group Selection Bias Data Settings
D. Pessach and E. Shmueli, 2021, Expert Systems with Applications
View Paper

​

Influence Maximization through Scheduled Seeding in a Real-World Setting
T. Lev, I. Ben-Gal and E. Shmueli, 2021, IEEE Transactions on Computational Social Systems
View Paper

 

A Review on Fairness in Machine Learning
D. Pessach and E. Shmueli, 2021, ACM Computing Surveys
View Paper

​

Utilizing Wearable Sensors for Objective, Continuous and Highly-Sensitive Monitoring of Reactions to the BNT162b2 mRNA COVID-19 Vaccine
Y. Gepner, M. Mofaz, S. Oved, M. Yechezkel, K. Constantini, N. Goldstein, E. Shmueli and D. Yamin, 2022, Nature Communications Medicine
View Paper

​

Self-Reported and Physiologic Reactions to Third BNT162b2 mRNA COVID-19 (Booster) Vaccine Dose
M. Mofaz, M. Yechezkel, G. Guan, M.L. Brandeau, T. Patalon, S. Gazit, D. Yamin and E. Shmueli, 2022, Emerging Infectious Diseases
View Paper

​

Early Oxygen Treatment Measurements Can Predict COVID-19 Mortality: A Preliminary Study
D. Yamin, Y. Levi, T. Brandes, E. Shmueli, T. Patalon, A. Peretz, S. Gazit and B. Nahir, 2022, Healthcare
View Paper

​

Beyond Preferential Attachment: The Falling of Stars and the Survival of Superstars
S. Somin, Y. Altshuler, A.S. Pentland and E. Shmueli, 2022, Royal Society Open Science
View Paper

​

Scaling of Urban Amenities: Generative Statistics and Implications for Urban Planning
T. Kaufmann, L. Radaelli, L.M.A. Bettencourt and E. Shmueli, 2022, EPJ Data Science
View Paper

​

Higher Sensitivity Monitoring of Reactions to Vaccines Using Smartwatches: Evidence from a Large-Scale Prospective Study
G. Guan, M. Mofaz, G. Qian, T. Patalon, E. Shmueli, D. Yamin and M.L. Brandeau, 2022, NPJ Digital Medicine
View Paper

​

Safety of the Fourth COVID-19 BNT162b2 mRNA (Second Booster) Vaccine: A Prospective and Retrospective Cohort Study
M. Yechezkel, M. Mofaz, A. Painsky, T. Patalon, S. Gazit, E. Shmueli and D. Yamin, 2022, Lancet Respiratory Medicine
View Paper

​

Remaining Popular: Power-Law Regularities in Network Dynamics
S. Somin, Y. Altshuler, A.S. Pentland and E. Shmueli, 2022, EPJ Data Science
View Paper

​

Detrimental Network Effects in Privacy: A Graph-Theoretic Model for Node-Based Intrusions
Florimond Houssiau, L. Radaelli, P. Sapiezynski, E. Shmueli and Y.A. de Montjoye, 2023, Cell Patterns
View Paper

​

Real-Time and Continuous Quantification of War Effects on Well-Being
M. Mofaz, M. Yechezkel, H. Einat, N. Kronfeld-Schor, D. Yamin and E. Shmueli, 2023, Nature Communications Medicine
View Paper

​

A Non-Parametric Subspace Analysis Approach with Application to Anomaly Detection Ensembles
I. Ben-Gal, M. Bacher, M. Amara and E. Shmueli, 2023, INFORMS Journal on Data Science
View Paper
 

Safety of Monovalent and Bivalent BNT162b2 mRNA COVID-19 Vaccine Boosters in At-Risk Populations in Israel: A Large-Scale, Retrospective, Self-Controlled Case Series Study
D. Yamin, M. Yechezkel, R. Arbel, T. Beckenstein, R. Sergienko, H. Duskin-Bitan, S. Yaron, A. Peretz, D. Netzer and E. Shmueli, 2023, Lancet Infectious Diseases
View Paper
 

Fairness-Driven Private Collaborative Machine Learning
D. Pessach, T. Tassa and E. Shmueli, 2024, ACM Transactions on Intelligent Systems and Technology
View Paper

​

Prediction and Detection of Side Effects Severity Following COVID-19 and Influenza Vaccinations—Utilizing Smartwatches and Smartphones
Y. Levi, M.L. Brandeu, E. Shmueli and D. Yamin, 2024, Scientific Reports
View Paper

​

Changes in Behavior and Biomarkers During the Diagnostic Decision Period for COVID-19, Influenza, and Group A Streptococcus (GAS): A Two-Year Prospective Cohort Study in Israel
S. Snir, Y. Chen, M. Yechezkel, T. Patalon, E. Shmueli, M.L. Brandeu and D. Yamin, 2024, The Lancet Regional Health – Europe
View Paper

​

Comparison of Physiological and Clinical Reactions to COVID-19 and Influenza Vaccination
M. Yechezkel, G. Qian, Y. Levi, N. Davidovitch, E. Shmueli, D. Yamin and M.L. Brandeu, 2024, Nature Communications Medicine
View Paper