Galit Shmueli
Orcid: 0000-0002-0820-0301
According to our database1,
Galit Shmueli
authored at least 52 papers
between 2000 and 2024.
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Bibliography
2024
The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths.
Manag. Sci., 2024
Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future.
J. Assoc. Inf. Syst., 2024
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity.
Inf. Syst. Res., 2024
2023
Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue.
Patterns, January, 2023
Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization.
J. Assoc. Inf. Syst., 2023
Proceedings of the 44th International Conference on Information Systems, 2023
2022
Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms.
Nat. Mach. Intell., 2022
2021
Decis. Sci., 2021
Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data.
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.
Inf. Syst. Res., 2020
The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making.
CoRR, 2020
Proceedings of the 41st International Conference on Information Systems, 2020
2019
PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research.
J. Assoc. Inf. Syst., 2019
CoRR, 2019
Big Data, 2019
2018
NII Shonan Meet. Rep., 2018
Comput. Stat. Data Anal., 2018
2017
J. Assoc. Inf. Syst., 2017
Encycl. Semantic Comput. Robotic Intell., 2017
2016
MIS Q., 2016
2014
Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance.
Qual. Reliab. Eng. Int., 2014
Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores.
Ann. Oper. Res., 2014
Does Growing Demand for Data Science Create New Opportunities for Information Systems?
Proceedings of the International Conference on Information Systems, 2014
Proceedings of the 22st European Conference on Information Systems, 2014
Proceedings of the 22st European Conference on Information Systems, 2014
2013
Inf. Syst. Res., 2013
Proceedings of the International Conference on Information Systems, 2013
2011
2010
Proceedings of the Marketing Intelligent Systems Using Soft Computing, 2010
Proceedings of the Data Mining for Business Applications, 2010
Technometrics, 2010
2008
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.
Proceedings of the 11th International Conference on Information Visualisation, 2007
Proceedings of the Intelligence and Security Informatics: Biosurveillance, 2007
Proceedings of the 9th International Conference on Electronic Commerce: The Wireless World of Electronic Commerce, 2007
2006
Manag. Sci., 2006
Decis. Support Syst., 2006
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.
Proceedings of the Human-Computer Interaction, 2005
2003
2000
Technometrics, 2000