World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
39
Citations
17761
World Ranking
9476
National Ranking
83

Overview

Galit Shmueli is affiliated with National Tsing Hua University in Taiwan and has a research focus primarily in the field of Computer Science. Their work spans several subfields including Artificial Intelligence, Statistics and Probability, Safety Research, Management Information Systems, and Information Systems and Management.

The core topics of their research include Ethics and Social Impacts of AI, Explainable Artificial Intelligence (XAI), Big Data and Business Intelligence, Advanced Causal Inference Techniques, Scientific Computing and Data Management, Statistical Methods and Bayesian Inference, as well as Privacy, Security, and Data Protection.

Recent research publications by Galit Shmueli include the following papers:

  • "Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure," 2020, published in Information Systems Research
  • "Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms," 2022, published in Nature Machine Intelligence
  • "How to "improve" prediction using behavior modification," 2022, published in International Journal of Forecasting
  • "Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization," 2023, published in Journal of the Association for Information Systems
  • "How Can IJDS Authors, Reviewers, and Editors Use (and Misuse) Generative AI?," 2023, published in INFORMS Journal on Data Science

Frequently collaborating with Galit Shmueli are coauthors such as Travis Greene, Ali Tafti, David Martens, Soumya Ray, and Suneel Babu Chatla. Travis Greene appears as the most frequent coauthor, followed by Ali Tafti and others.

Shmueli's publications frequently appear in venues including arXiv (Cornell University), INFORMS Journal on Data Science, SSRN Electronic Journal, Journal of the Association for Information Systems, and Information Systems Research. The highest number of publications is found in arXiv, followed by other prominent journals and platforms.

Best Publications

  • To Explain or to Predict

    Galit Shmueli

  • Predictive model assessment in PLS-SEM: guidelines for using PLSpredict

    Galit Shmueli;Marko Sarstedt;Joseph F. Hair;Jun-Hwa Cheah

  • The elephant in the room: Predictive performance of PLS models

    Galit Shmueli;Soumya Ray;Juan Manuel Velasquez Estrada;Suneel Babu Chatla

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

    Mingfeng Lin;Henry C. Lucas;Galit Shmueli

  • Predictive analytics in information systems research

    Galit Shmueli;Otto R. Koppius

  • A useful distribution for fitting discrete data: revival of the Conway-Maxwell-Poisson distribution

    Galit Shmueli;Thomas P. Minka;Joseph B. Kadane;Sharad Borle

  • Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner

    Galit Shmueli;Nitin R. Patel;Peter C. Bruce

  • A flexible regression model for count data

    Kimberly F. Sellers;Galit Shmueli

  • Statistical challenges facing early outbreak detection in biosurveillance

    Galit Shmueli;Howard Burkom

  • Early statistical detection of anthrax outbreaks by tracking over-the-counter medication sales

    Anna Goldenberg;Galit Shmueli;Richard A. Caruana;Stephen E. Fienberg

  • Prediction‐Oriented Model Selection in Partial Least Squares Path Modeling

    Pratyush Nidhi Sharma;Galit Shmueli;Marko Sarstedt;Nicholas Patrick Danks

  • The COM-Poisson model for count data: a survey of methods and applications

    Kimberly F. Sellers;Sharad Borle;Galit Shmueli

  • Automated time series forecasting for biosurveillance

    Howard S. Burkom;Sean Patrick Murphy;Galit Shmueli

  • Consumer surplus in online auctions

    Ravi Bapna;Wolfgang Jank;Galit Shmueli

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

    Ravi Bapna;Jui Ramaprasad;Galit Shmueli;Akhmed Umyarov

  • Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis

    Shanshan Wang;Wolfgang Jank;Galit Shmueli

  • Price formation and its dynamics in online auctions

    Ravi Bapna;Wolfgang Jank;Galit Shmueli

  • On information quality

    Ron S. Kenett;Ron S. Kenett;Galit Shmueli

  • Conjugate Analysis of the Conway-Maxwell-Poisson Distribution

    Joseph B. Kadane;Galit Shmueli;Thomas P. Minka;Sharad Borle

  • Functional Data Analysis in Electronic Commerce Research

    Wolfgang Jank;Galit Shmueli

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

    Pratyush Nidhi Sharma;Marko Sarstedt;Galit Shmueli;Kevin Hyunkyung Kim

  • Early Stastical Detection of Anthrax Out-breaks by Tracking Over-the-Counter Medication Sales

    Anna Goldenberg;Galit Shmueli

Frequent Co-Authors

Ben Shneiderman
Ben Shneiderman University of Maryland, College Park
Catherine Plaisant
Catherine Plaisant University of Maryland, College Park
Tom Minka
Tom Minka Microsoft (United States)
Stephen E. Fienberg
Stephen E. Fienberg Carnegie Mellon University
Kevin H. Kim
Kevin H. Kim University of Pittsburgh
Jörg Henseler
Jörg Henseler University of Twente
Sandra A. Slaughter
Sandra A. Slaughter Georgia Institute of Technology
Wynne W. Chin
Wynne W. Chin University of Houston
Ramayya Krishnan
Ramayya Krishnan Carnegie Mellon University
David Madigan
David Madigan Northeastern University

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