Galit Shmueli

According to our database, Galit Shmueli authored at least 49 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future.

Galit Shmueli, Soumya Ray

J. Assoc. Inf. Syst., 2024

2023

Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue.

Travis Greene, Amit Dhurandhar, Galit Shmueli

Patterns, January, 2023

Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization.

Travis Greene, Galit Shmueli, Soumya Ray

J. Assoc. Inf. Syst., 2023

Monetizing Explainable AI: A Double-edged Sword.

Travis Greene, Sofie Goethals, David Martens, Galit Shmueli

CoRR, 2023

2022

Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms.

Travis Greene, David Martens, Galit Shmueli

Nat. Mach. Intell., 2022

Fast Forecast Reconciliation Using Linear Models.

Mahsa Ashouri, Rob J. Hyndman, Galit Shmueli

J. Comput. Graph. Stat., 2022

2021

Prediction-Oriented Model Selection in Partial Least Squares Path Modeling.

Pratyush Nidhi Sharma, Galit Shmueli, Marko Sarstedt, Nicholas P. Danks, Soumya Ray

Decis. Sci., 2021

Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data.

Jan Fell, Galit Shmueli, Travis Greene, Jyun-Cheng Wang, Soumya Ray, Shu-Yuan Wu

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020

Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure.

Ali Tafti, Galit Shmueli

Inf. Syst. Res., 2020

The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making.

Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin, Mark L. Shope, Han-Wei Liu

CoRR, 2020

Beyond Our Behavior: The GDPR and Humanistic Personalization.

Travis Greene, Galit Shmueli

CoRR, 2020

"Improving" prediction of human behavior using behavior modification.

Galit Shmueli

CoRR, 2020

Social Networking Break Day 1: Yoga with Galit Shmueli.

Galit Shmueli

Proceedings of the 41st International Conference on Information Systems, 2020

2019

PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research.

Pratyush Nidhi Sharma, Marko Sarstedt, Galit Shmueli, Kevin Hyunkyung Kim, Kai Oliver Thiele

J. Assoc. Inf. Syst., 2019

How Personal is Machine Learning Personalization?

Travis Greene, Galit Shmueli

CoRR, 2019

Lift Up and Act! Classifier Performance in Resource-Constrained Applications.

Galit Shmueli

CoRR, 2019

Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers.

Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell

Big Data, 2019

2018

Analysing Large Collections of Time Series (NII Shonan Meeting 2018-3).

Anne Driemel, Rob J. Hyndman, Galit Shmueli

NII Shonan Meet. Rep., 2018

Efficient estimation of COM-Poisson regression and a generalized additive model.

Suneel Chatla, Galit Shmueli

Comput. Stat. Data Anal., 2018

2017

An Extensive Examination of Regression Models with a Binary Outcome Variable.

Suneel Chatla, Galit Shmueli

J. Assoc. Inf. Syst., 2017

Selected topics in statistical computing.

Suneel Chatla, Chun-Houh Chen, Galit Shmueli

Encycl. Semantic Comput. Robotic Intell., 2017

Research Dilemmas with Behavioral Big Data.

Galit Shmueli

Big Data, 2017

2016

A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data.

Inbal Yahav, Galit Shmueli, Deepa Mani

MIS Q., 2016

One-Way Mirrors in Online Dating: A Randomized Field Experiment.

Ravi Bapna, Jui Ramaprasad, Galit Shmueli, Akhmed Umyarov

Manag. Sci., 2016

2014

Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance.

Inbal Yahav, Galit Shmueli

Qual. Reliab. Eng. Int., 2014

Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores.

Inbal Yahav, Galit Shmueli

Ann. Oper. Res., 2014

Does Growing Demand for Data Science Create New Opportunities for Information Systems?

Ritu Agarwal, Ravi Bapna, Anindya Ghose, Galit Shmueli, Sandra Slaughter, Prasanna Tambe, Khim Yong Goh

Proceedings of the International Conference on Information Systems, 2014

Tackling Simpson's Paradox in Big Data using Classification & Regression Trees.

Galit Shmueli, Inbal Yahav

Proceedings of the 22st European Conference on Information Systems, 2014

Linear Probability Models in Information Systems Research.

Galit Shmueli, Suneel Chatla

Proceedings of the 22st European Conference on Information Systems, 2014

2013

Research Commentary - Too Big to Fail: Large Samples and the p-Value Problem.

Mingfeng Lin, Henry C. Lucas Jr., Galit Shmueli

Inf. Syst. Res., 2013

Wavelet-Based Monitoring for Biosurveillance.

Galit Shmueli

Axioms, 2013

One-Way Mirrors and Weak-Signaling in Online Dating: A Randomized Field Experiment.

Akhmed Umyarov, Ravi Bapna, Jui Ramaprasad, Galit Shmueli

Proceedings of the International Conference on Information Systems, 2013

2011

Predictive Analytics in Information Systems Research.

Galit Shmueli, Otto R. Koppius

MIS Q., 2011

2010

Dynamic Price Forecasting in Simultaneous Online Art Auctions.

Mayukh Dass, Wolfgang Jank, Galit Shmueli

Proceedings of the Marketing Intelligent Systems Using Soft Computing, 2010

Forecasting Online Auctions using Dynamic Models.

Wolfgang Jank, Galit Shmueli

Proceedings of the Data Mining for Business Applications, 2010

Statistical Challenges Facing Early Outbreak Detection in Biosurveillance.

Galit Shmueli, Howard S. Burkom

Technometrics, 2010

2008

Consumer Surplus in Online Auctions.

Ravi Bapna, Wolfgang Jank, Galit Shmueli

Inf. Syst. Res., 2008

Price formation and its dynamics in online auctions.

Ravi Bapna, Wolfgang Jank, Galit Shmueli

Decis. Support Syst., 2008

Transformations for semi-continuous data.

Galit Shmueli, Wolfgang Jank, Valerie Hyde

Comput. Stat. Data Anal., 2008

Ensemble Forecasting for Disease Outbreak Detection.

Thomas H. Lotze, Galit Shmueli

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting.

Paolo Buono, Catherine Plaisant, Adalberto Lafcadio Simeone, Aleks Aris, Galit Shmueli, Wolfgang Jank

Proceedings of the 11th International Conference on Information Visualisation, 2007

Algorithm Combination for Improved Performance in Biosurveillance Systems.

Inbal Yahav, Galit Shmueli

Proceedings of the Intelligence and Security Informatics: Biosurveillance, 2007

A family of growth models for representing the price process in online auctions.

Valerie Hyde, Wolfgang Jank, Galit Shmueli

Proceedings of the 9th International Conference on Electronic Commerce: The Wireless World of Electronic Commerce, 2007

2006

A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution.

Joseph B. Kadane, Ramayya Krishnan, Galit Shmueli

Manag. Sci., 2006

Exploring auction databases through interactive visualization.

Galit Shmueli, Wolfgang Jank, Aleks Aris, Catherine Plaisant, Ben Shneiderman

Decis. Support Syst., 2006

Dynamic, real-time forecasting of online auctions via functional models.

Wolfgang Jank, Galit Shmueli, Shanshan Wang

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration.

Aleks Aris, Ben Shneiderman, Catherine Plaisant, Galit Shmueli, Wolfgang Jank

Proceedings of the Human-Computer Interaction, 2005

2003

Computing consecutive-type reliabilities nonrecursively.

Galit Shmueli

IEEE Trans. Reliab., 2003

2000

Run-Related Probability Functions Applied to Sampling Inspection.

Galit Shmueli, Ayala Cohen

Technometrics, 2000