Galit Shmueli

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 28

Top Topics

Partial Least Squares

Top Venues

J. Assoc. Inf. Syst.

Publications

Nicholas P. Danks, Soumya Ray, Galit Shmueli
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. 70 (1) (2024)
Galit Shmueli, Soumya Ray
Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future. J. Assoc. Inf. Syst. 25 (1) (2024)
Sujin Park, Ali Tafti, Galit Shmueli
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity. Inf. Syst. Res. 35 (2) (2024)
Travis Greene, Sofie Goethals, David Martens, Galit Shmueli
Monetizing Explainable AI: A Double-edged Sword. CoRR (2023)
Travis Greene, Galit Shmueli, Soumya Ray
Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization. J. Assoc. Inf. Syst. 24 (6) (2023)
Travis Greene, Amit Dhurandhar, Galit Shmueli
Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue. Patterns 4 (1) (2023)
David G. Schwartz, Michel Avital, Sirkka L. Jarvenpaa, Kalle Lyytinen, Galit Shmueli, Dov Te'eni
The Future Impact of AI on Academic Journals and the Editorial Process. ICIS (2023)
Travis Greene, David Martens, Galit Shmueli
Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms. Nat. Mach. Intell. 4 (4) (2022)
Travis Greene, Amit Dhurandhar, Galit Shmueli
Atomist or Holist? A Diagnosis and Vision for More Productive Interdisciplinary AI Ethics Dialogue. CoRR (2022)
Mahsa Ashouri, Rob J. Hyndman, Galit Shmueli
Fast Forecast Reconciliation Using Linear Models. J. Comput. Graph. Stat. 31 (1) (2022)
Jan Fell, Galit Shmueli, Travis Greene, Jyun-Cheng Wang, Soumya Ray, Shu-Yuan Wu
Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data. HICSS (2021)
Pratyush Nidhi Sharma, Galit Shmueli, Marko Sarstedt, Nicholas Danks, Soumya Ray
Prediction-Oriented Model Selection in Partial Least Squares Path Modeling. Decis. Sci. 52 (3) (2021)
Travis Greene, Galit Shmueli
Beyond Our Behavior: The GDPR and Humanistic Personalization. CoRR (2020)
Galit Shmueli
"Improving" prediction of human behavior using behavior modification. CoRR (2020)
Ali Tafti, Galit Shmueli
Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure. Inf. Syst. Res. 31 (4) (2020)
Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin, Mark L. Shope, Han-Wei Liu
The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making. CoRR (2020)
Galit Shmueli
Social Networking Break Day 1: Yoga with Galit Shmueli. ICIS (2020)
Galit Shmueli
Lift Up and Act! Classifier Performance in Resource-Constrained Applications. CoRR (2019)
Pratyush Nidhi Sharma, Marko Sarstedt, Galit Shmueli, Kevin Hyunkyung Kim, Kai Oliver Thiele
PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research. J. Assoc. Inf. Syst. 20 (4) (2019)
Travis Greene, Galit Shmueli
How Personal is Machine Learning Personalization? CoRR (2019)
Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell
Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers. Big Data 7 (3) (2019)
Suneel Chatla, Galit Shmueli
Efficient estimation of COM-Poisson regression and a generalized additive model. Comput. Stat. Data Anal. 121 (2018)
Anne Driemel, Rob J. Hyndman, Galit Shmueli
Analysing Large Collections of Time Series (NII Shonan Meeting 2018-3). NII Shonan Meet. Rep. 2018 (2018)
Suneel Chatla, Chun-Houh Chen, Galit Shmueli
Selected topics in statistical computing. Encycl. Semantic Comput. Robotic Intell. 1 (1) (2017)
Suneel Chatla, Galit Shmueli
An Extensive Examination of Regression Models with a Binary Outcome Variable. J. Assoc. Inf. Syst. 18 (4) (2017)
Galit Shmueli
Research Dilemmas with Behavioral Big Data. Big Data 5 (2) (2017)
Inbal Yahav, Galit Shmueli, Deepa Mani
A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data. MIS Q. 40 (4) (2016)
Ravi Bapna, Jui Ramaprasad, Galit Shmueli, Akhmed Umyarov
One-Way Mirrors in Online Dating: A Randomized Field Experiment. Manag. Sci. 62 (11) (2016)
Galit Shmueli, Suneel Chatla
Linear Probability Models in Information Systems Research. ECIS (2014)
Inbal Yahav, Galit Shmueli
Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores. Ann. Oper. Res. 216 (1) (2014)
Ritu Agarwal, Ravi Bapna, Anindya Ghose, Galit Shmueli, Sandra Slaughter, Prasanna Tambe, Khim-Yong Goh
Does Growing Demand for Data Science Create New Opportunities for Information Systems? ICIS (2014)
Galit Shmueli, Inbal Yahav
Tackling Simpson's Paradox in Big Data using Classification & Regression Trees. ECIS (2014)
Inbal Yahav, Galit Shmueli
Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance. Qual. Reliab. Eng. Int. 30 (2) (2014)
Galit Shmueli
Wavelet-Based Monitoring for Biosurveillance. Axioms 2 (3) (2013)
Mingfeng Lin, Henry C. Lucas Jr., Galit Shmueli
Research Commentary - Too Big to Fail: Large Samples and the p-Value Problem. Inf. Syst. Res. 24 (4) (2013)
Akhmed Umyarov, Ravi Bapna, Jui Ramaprasad, Galit Shmueli
One-Way Mirrors and Weak-Signaling in Online Dating: A Randomized Field Experiment. ICIS (2013)
Galit Shmueli, Otto R. Koppius
Predictive Analytics in Information Systems Research. MIS Q. 35 (3) (2011)
Galit Shmueli, Howard S. Burkom
Statistical Challenges Facing Early Outbreak Detection in Biosurveillance. Technometrics 52 (1) (2010)
Ravi Bapna, Wolfgang Jank, Galit Shmueli
Price formation and its dynamics in online auctions. Decis. Support Syst. 44 (3) (2008)
Thomas H. Lotze, Galit Shmueli
Ensemble Forecasting for Disease Outbreak Detection. AAAI (2008)
Ravi Bapna, Wolfgang Jank, Galit Shmueli
Consumer Surplus in Online Auctions. Inf. Syst. Res. 19 (4) (2008)
Galit Shmueli, Wolfgang Jank, Valerie Hyde
Transformations for semi-continuous data. Comput. Stat. Data Anal. 52 (8) (2008)
Inbal Yahav, Galit Shmueli
Algorithm Combination for Improved Performance in Biosurveillance Systems. BioSurveillance (2007)
Paolo Buono, Catherine Plaisant, Adalberto Lafcadio Simeone, Aleks Aris, Galit Shmueli, Wolfgang Jank
Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting. IV (2007)
Valerie Hyde, Wolfgang Jank, Galit Shmueli
A family of growth models for representing the price process in online auctions. ICEC (2007)
Galit Shmueli, Wolfgang Jank, Aleks Aris, Catherine Plaisant, Ben Shneiderman
Exploring auction databases through interactive visualization. Decis. Support Syst. 42 (3) (2006)
Wolfgang Jank, Galit Shmueli, Shanshan Wang
Dynamic, real-time forecasting of online auctions via functional models. KDD (2006)
Joseph B. Kadane, Ramayya Krishnan, Galit Shmueli
A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution. Manag. Sci. 52 (10) (2006)
Aleks Aris, Ben Shneiderman, Catherine Plaisant, Galit Shmueli, Wolfgang Jank
Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration. INTERACT (2005)
Galit Shmueli
Computing consecutive-type reliabilities nonrecursively. IEEE Trans. Reliab. 52 (3) (2003)
Galit Shmueli, Ayala Cohen
Run-Related Probability Functions Applied to Sampling Inspection. Technometrics 42 (2) (2000)