Galit Shmueli
National Tsing Hua University
H-index: 44
Asia-Taiwan
Top articles of Galit Shmueli
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future | Journal of the Association for Information Systems | Galit Shmueli Soumya Ray | 2024 |
The composite overfit analysis framework: Assessing the out-of-sample generalizability of construct-based models using predictive deviance, deviance trees, and unstable paths | Management Science | Nicholas P Danks Soumya Ray Galit Shmueli | 2024/1 |
Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue | Travis Greene Amit Dhurandhar Galit Shmueli | 2023/1/13 | |
Machine Learning for Business Analytics: Concepts, Techniques and Applications with JMP Pro | Galit Shmueli Peter C Bruce Mia L Stephens Muralidhara Anandamurthy Nitin R Patel | 2023/5/9 | |
The Future Impact of AI on Academic Journals and the Editorial Process | David G Schwartz Dov Te’Eni Sirkka L Jarvenpaa Galit Shmueli Kalle Lyytinen | 2023 | |
How Can IJDS Authors, Reviewers, and Editors Use (and Misuse) Generative AI? | INFORMS Journal on Data Science | Galit Shmueli Bianca Maria Colosimo David Martens Rema Padman Maytal Saar-Tsechansky | 2023/4 |
Rejoinder: How to “improve” prediction using behavior modification | International Journal of Forecasting | Galit Shmueli Ali Tafti | 2023/4/1 |
Persons and Personalization on Digital Platforms: A Philosophical Perspective | Travis Greene Galit Shmueli | 2023 | |
Machine Learning for Business Analytics | Kağan Okatan | 2021 | |
How to “improve” prediction using behavior modification | International Journal of Forecasting | Galit Shmueli Ali Tafti | 2023/4/1 |
An Interactive Clustering-Based Visualization Tool for Air Quality Data Analysis | Aerosol and Air Quality Research | Mahsa Ashouri Frederick Kin Hing Phoa Chun-Hhouh Chen Galit Shmueli | 2023/12 |
Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization | Journal of the Association for Information Systems | Travis Greene Galit Shmueli Soumya Ray | 2023 |
Monetizing Explainable AI: A Double-edged Sword | arXiv preprint arXiv:2304.06483 | Travis Greene Sofie Goethals David Martens Galit Shmueli | 2023/3/27 |
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity | Information Systems Research | Sujin Park Ali Tafti Galit Shmueli | 2023/8/9 |
Forks over knives: Predictive inconsistency in criminal justice algorithmic risk assessment tools | Journal of the Royal Statistical Society Series A: Statistics in Society | Travis Greene Galit Shmueli Jan Fell Ching-Fu Lin Han-Wei Liu | 2022/12 |
How SCM Causal Diagrams Differ from PLS-PM and CB-SEM Path Diagrams | Available at SSRN 4215924 | Ali R Tafti Galit Shmueli | 2022/9/11 |
Congratulations, It’s Our Inaugural Issue! | INFORMS Journal on Data Science | Galit Shmueli | 2022/4 |
Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms | Travis Greene David Martens Galit Shmueli | 2022/4 | |
Fast forecast reconciliation using linear models | Journal of Computational and Graphical Statistics | Mahsa Ashouri Rob J Hyndman Galit Shmueli | 2022/1/2 |
Prediction‐oriented model selection in partial least squares path modeling | Decision Sciences | Pratyush Nidhi Sharma Galit Shmueli Marko Sarstedt Nicholas Danks Soumya Ray | 2021/6 |
Co-Authors
