Galit Shmueli - RankMe

58 papers A* 2B 1C 6Journal 43Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beware of "Explanations" of AI. CoRR David Martens, Galit Shmueli, Theodoros Evgeniou, Kevin Bauer, Christian Janiesch, Stefan Feuerriegel, Sebastian Gabel, Sofie Goethals, Travis Greene, Nadja Klein, Mathias Kraus, Niklas Kühl, Claudia Perlich, Wouter Verbeke, Alona Zharova, Patrick Zschech, Foster J. Provost
2025	J	`jnl`	Causal Inference Grounded in Causal Diagrams: Benefits, Limitations, and Opportunities for the Information Systems Field. MIS Q. Ali Tafti, Galit Shmueli
2025	J	`jnl`	From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI. CoRR Galit Shmueli, David Martens, Jaewon Yoo, Travis Greene
2025	J	`jnl`	Monetization could corrupt algorithmic explanations. AI Soc. Travis Greene, Sofie Goethals, David Martens, Galit Shmueli
2024	J	`jnl`	Leveraging AI for Management Decision-Making (Dagstuhl Seminar 24342). Dagstuhl Reports Stefan Feuerriegel, Foster J. Provost, Galit Shmueli
2024	J	`jnl`	Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future. J. Assoc. Inf. Syst. Galit Shmueli, Soumya Ray
2024	J	`jnl`	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. Nicholas P. Danks, Soumya Ray, Galit Shmueli
2024	J	`jnl`	Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity. Inf. Syst. Res. Sujin Park, Ali Tafti, Galit Shmueli
2023	J	`jnl`	Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue. Patterns Travis Greene, Amit Dhurandhar, Galit Shmueli
2023	J	`jnl`	Monetizing Explainable AI: A Double-edged Sword. CoRR Travis Greene, Sofie Goethals, David Martens, Galit Shmueli
2023	J	`jnl`	Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization. J. Assoc. Inf. Syst. Travis Greene, Galit Shmueli, Soumya Ray
2023	C	`conf`	The Future Impact of AI on Academic Journals and the Editorial Process. ICIS David G. Schwartz, Michel Avital, Sirkka L. Jarvenpaa, Kalle Lyytinen, Galit Shmueli, Dov Te'eni
2022	J	`jnl`	Atomist or Holist? A Diagnosis and Vision for More Productive Interdisciplinary AI Ethics Dialogue. CoRR Travis Greene, Amit Dhurandhar, Galit Shmueli
2022	J	`jnl`	Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms. Nat. Mach. Intell. Travis Greene, David Martens, Galit Shmueli
2022	J	`jnl`	Fast Forecast Reconciliation Using Linear Models. J. Comput. Graph. Stat. Mahsa Ashouri, Rob J. Hyndman, Galit Shmueli
2021	J	`jnl`	Prediction-Oriented Model Selection in Partial Least Squares Path Modeling. Decis. Sci. Pratyush Nidhi Sharma, Galit Shmueli, Marko Sarstedt, Nicholas P. Danks, Soumya Ray
2021	—	`conf`	Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data. HICSS Jan Fell, Galit Shmueli, Travis Greene, Jyun-Cheng Wang, Soumya Ray, Shu-Yuan Wu
2020	J	`jnl`	"Improving" prediction of human behavior using behavior modification. CoRR Galit Shmueli
2020	J	`jnl`	Beyond Our Behavior: The GDPR and Humanistic Personalization. CoRR Travis Greene, Galit Shmueli
2020	J	`jnl`	Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure. Inf. Syst. Res. Ali Tafti, Galit Shmueli
2020	C	`conf`	Social Networking Break Day 1: Yoga with Galit Shmueli. ICIS Galit Shmueli
2020	J	`jnl`	The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making. CoRR Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin, Mark L. Shope, Han-Wei Liu
2019	J	`jnl`	Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers. Big Data Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell
2019	J	`jnl`	How Personal is Machine Learning Personalization? CoRR Travis Greene, Galit Shmueli
2019	J	`jnl`	Lift Up and Act! Classifier Performance in Resource-Constrained Applications. CoRR Galit Shmueli
2019	J	`jnl`	PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research. J. Assoc. Inf. Syst. Pratyush Nidhi Sharma, Marko Sarstedt, Galit Shmueli, Kevin Hyunkyung Kim, Kai Oliver Thiele
2018	J	`jnl`	Analysing Large Collections of Time Series (NII Shonan Meeting 2018-3). NII Shonan Meet. Rep. Anne Driemel, Rob J. Hyndman, Galit Shmueli
2018	J	`jnl`	Efficient estimation of COM-Poisson regression and a generalized additive model. Comput. Stat. Data Anal. Suneel Chatla, Galit Shmueli
2017	J	`jnl`	An Extensive Examination of Regression Models with a Binary Outcome Variable. J. Assoc. Inf. Syst. Suneel Chatla, Galit Shmueli
2017	J	`jnl`	Research Dilemmas with Behavioral Big Data. Big Data Galit Shmueli
2017	J	`jnl`	Selected topics in statistical computing. Encycl. Semantic Comput. Robotic Intell. Suneel Chatla, Chun-Houh Chen, Galit Shmueli
2016	J	`jnl`	A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data. MIS Q. Inbal Yahav, Galit Shmueli, Deepa Mani
2016	J	`jnl`	One-Way Mirrors in Online Dating: A Randomized Field Experiment. Manag. Sci. Ravi Bapna, Jui Ramaprasad, Galit Shmueli, Akhmed Umyarov
2014	J	`jnl`	Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance. Qual. Reliab. Eng. Int. Inbal Yahav, Galit Shmueli
2014	C	`conf`	Does Growing Demand for Data Science Create New Opportunities for Information Systems? ICIS Ritu Agarwal, Ravi Bapna, Anindya Ghose, Galit Shmueli, Sandra Slaughter, Prasanna Tambe, Khim Yong Goh
2014	—	`conf`	Linear Probability Models in Information Systems Research. ECIS Galit Shmueli, Suneel Chatla
2014	J	`jnl`	Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores. Ann. Oper. Res. Inbal Yahav, Galit Shmueli
2014	—	`conf`	Tackling Simpson's Paradox in Big Data using Classification & Regression Trees. ECIS Galit Shmueli, Inbal Yahav
2013	C	`conf`	One-Way Mirrors and Weak-Signaling in Online Dating: A Randomized Field Experiment. ICIS Akhmed Umyarov, Ravi Bapna, Jui Ramaprasad, Galit Shmueli
2013	J	`jnl`	Research Commentary - Too Big to Fail: Large Samples and the p-Value Problem. Inf. Syst. Res. Mingfeng Lin, Henry C. Lucas Jr., Galit Shmueli
2013	J	`jnl`	Wavelet-Based Monitoring for Biosurveillance. Axioms Galit Shmueli
2011	J	`jnl`	Predictive Analytics in Information Systems Research. MIS Q. Galit Shmueli, Otto R. Koppius
2010	—	`ch.`	Dynamic Price Forecasting in Simultaneous Online Art Auctions. Marketing Intelligent Systems Using Soft Computing Mayukh Dass, Wolfgang Jank, Galit Shmueli
2010	—	`ch.`	Forecasting Online Auctions using Dynamic Models. Data Mining for Business Applications Wolfgang Jank, Galit Shmueli
2010	J	`jnl`	Statistical Challenges Facing Early Outbreak Detection in Biosurveillance. Technometrics Galit Shmueli, Howard S. Burkom
2008	J	`jnl`	Consumer Surplus in Online Auctions. Inf. Syst. Res. Ravi Bapna, Wolfgang Jank, Galit Shmueli
2008	A*	`conf`	Ensemble Forecasting for Disease Outbreak Detection. AAAI Thomas H. Lotze, Galit Shmueli
2008	J	`jnl`	Price formation and its dynamics in online auctions. Decis. Support Syst. Ravi Bapna, Wolfgang Jank, Galit Shmueli
2008	J	`jnl`	Transformations for semi-continuous data. Comput. Stat. Data Anal. Galit Shmueli, Wolfgang Jank, Valerie Hyde
2007	C	`conf`	A family of growth models for representing the price process in online auctions. ICEC Valerie Hyde, Wolfgang Jank, Galit Shmueli
2007	—	`conf`	Algorithm Combination for Improved Performance in Biosurveillance Systems. BioSurveillance Inbal Yahav, Galit Shmueli
2007	C	`conf`	Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting. IV Paolo Buono, Catherine Plaisant, Adalberto Lafcadio Simeone, Aleks Aris, Galit Shmueli, Wolfgang Jank
2006	J	`jnl`	A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution. Manag. Sci. Joseph B. Kadane, Ramayya Krishnan, Galit Shmueli
2006	A*	`conf`	Dynamic, real-time forecasting of online auctions via functional models. KDD Wolfgang Jank, Galit Shmueli, Shanshan Wang
2006	J	`jnl`	Exploring auction databases through interactive visualization. Decis. Support Syst. Galit Shmueli, Wolfgang Jank, Aleks Aris, Catherine Plaisant, Ben Shneiderman
2005	B	`conf`	Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration. INTERACT Aleks Aris, Ben Shneiderman, Catherine Plaisant, Galit Shmueli, Wolfgang Jank
2003	J	`jnl`	Computing consecutive-type reliabilities nonrecursively. IEEE Trans. Reliab. Galit Shmueli
2000	J	`jnl`	Run-Related Probability Functions Applied to Sampling Inspection. Technometrics Galit Shmueli, Ayala Cohen