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Galit Shmueli
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2020 – today
- 2024
- [j30]Sujin Park
, Ali Tafti
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity. Inf. Syst. Res. 35(2): 686-705 (2024) - [j29]Galit Shmueli, Soumya Ray:
Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future. J. Assoc. Inf. Syst. 25(1): 10 (2024) - [j28]Nicholas P. Danks
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): 647-669 (2024) - 2023
- [j27]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): 6 (2023) - [j26]Travis Greene, Amit Dhurandhar, Galit Shmueli:
Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue. Patterns 4(1): 100652 (2023) - [c13]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 - [i8]Travis Greene, Sofie Goethals, David Martens, Galit Shmueli:
Monetizing Explainable AI: A Double-edged Sword. CoRR abs/2304.06483 (2023) - 2022
- [j25]Mahsa Ashouri, Rob J. Hyndman
Fast Forecast Reconciliation Using Linear Models. J. Comput. Graph. Stat. 31(1): 263-282 (2022) - [j24]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): 323-330 (2022) - [i7]Travis Greene, Amit Dhurandhar, Galit Shmueli:
Atomist or Holist? A Diagnosis and Vision for More Productive Interdisciplinary AI Ethics Dialogue. CoRR abs/2208.09174 (2022) - 2021
- [j23]Pratyush Nidhi Sharma, Galit Shmueli
Prediction-Oriented Model Selection in Partial Least Squares Path Modeling. Decis. Sci. 52(3): 567-607 (2021) - [c12]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: 1-10 - 2020
- [j22]Ali Tafti
Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure. Inf. Syst. Res. 31(4): 1183-1199 (2020) - [c11]Galit Shmueli:
Social Networking Break Day 1: Yoga with Galit Shmueli. ICIS 2020 - [i6]Galit Shmueli:
"Improving" prediction of human behavior using behavior modification. CoRR abs/2008.12138 (2020) - [i5]Travis Greene, Galit Shmueli:
Beyond Our Behavior: The GDPR and Humanistic Personalization. CoRR abs/2008.13404 (2020) - [i4]Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin, Mark L. Shope
The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making. CoRR abs/2012.00289 (2020)
2010 – 2019
- 2019
- [j21]Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell
Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers. Big Data 7(3): 140-162 (2019) - [j20]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): 4 (2019) - [i3]Galit Shmueli:
Lift Up and Act! Classifier Performance in Resource-Constrained Applications. CoRR abs/1906.03374 (2019) - [i2]Travis Greene, Galit Shmueli:
How Personal is Machine Learning Personalization? CoRR abs/1912.07938 (2019) - 2018
- [j19]Suneel Chatla, Galit Shmueli
Efficient estimation of COM-Poisson regression and a generalized additive model. Comput. Stat. Data Anal. 121: 71-88 (2018) - [i1]Anne Driemel, Rob J. Hyndman, Galit Shmueli:
Analysing Large Collections of Time Series (NII Shonan Meeting 2018-3). NII Shonan Meet. Rep. 2018 (2018) - 2017
- [j18]Galit Shmueli
Research Dilemmas with Behavioral Big Data. Big Data 5(2): 98-119 (2017) - [j17]Suneel Chatla, Chun-Houh Chen, Galit Shmueli:
Selected topics in statistical computing. Encycl. Semantic Comput. Robotic Intell. 1(1): 1630013:1-1630013:18 (2017) - [j16]Suneel Chatla, Galit Shmueli:
An Extensive Examination of Regression Models with a Binary Outcome Variable. J. Assoc. Inf. Syst. 18(4): 1 (2017) - 2016
- [j15]Ravi Bapna, Jui Ramaprasad, Galit Shmueli
One-Way Mirrors in Online Dating: A Randomized Field Experiment. Manag. Sci. 62(11): 3100-3122 (2016) - [j14]Inbal Yahav, Galit Shmueli, Deepa Mani:
A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data. MIS Q. 40(4): 819-848 (2016) - 2014
- [j13]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): 101-128 (2014) - [j12]Inbal Yahav, Galit Shmueli
Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance. Qual. Reliab. Eng. Int. 30(2): 159-179 (2014) - [c10]Galit Shmueli, Suneel Chatla:
Linear Probability Models in Information Systems Research. ECIS 2014 - [c9]Galit Shmueli, Inbal Yahav:
Tackling Simpson's Paradox in Big Data using Classification & Regression Trees. ECIS 2014 - [c8]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 - 2013
- [j11]Galit Shmueli:
Wavelet-Based Monitoring for Biosurveillance. Axioms 2(3): 345-370 (2013) - [j10]Mingfeng Lin
Research Commentary - Too Big to Fail: Large Samples and the p-Value Problem. Inf. Syst. Res. 24(4): 906-917 (2013) - [c7]Akhmed Umyarov, Ravi Bapna, Jui Ramaprasad, Galit Shmueli:
One-Way Mirrors and Weak-Signaling in Online Dating: A Randomized Field Experiment. ICIS 2013 - 2011
- [j9]Galit Shmueli, Otto R. Koppius:
Predictive Analytics in Information Systems Research. MIS Q. 35(3): 553-572 (2011) - 2010
- [j8]Galit Shmueli
Statistical Challenges Facing Early Outbreak Detection in Biosurveillance. Technometrics 52(1): 39-51 (2010) - [p2]Wolfgang Jank, Galit Shmueli
Forecasting Online Auctions using Dynamic Models. Data Mining for Business Applications 2010: 137-148 - [p1]Mayukh Dass
Dynamic Price Forecasting in Simultaneous Online Art Auctions. Marketing Intelligent Systems Using Soft Computing 2010: 417-445
2000 – 2009
- 2008
- [j7]Galit Shmueli
Transformations for semi-continuous data. Comput. Stat. Data Anal. 52(8): 4000-4020 (2008) - [j6]Ravi Bapna, Wolfgang Jank, Galit Shmueli
Price formation and its dynamics in online auctions. Decis. Support Syst. 44(3): 641-656 (2008) - [j5]Ravi Bapna, Wolfgang Jank, Galit Shmueli
Consumer Surplus in Online Auctions. Inf. Syst. Res. 19(4): 400-416 (2008) - [c6]Thomas H. Lotze, Galit Shmueli:
Ensemble Forecasting for Disease Outbreak Detection. AAAI 2008: 1470-1471 - 2007
- [c5]Valerie Hyde, Wolfgang Jank, Galit Shmueli
A family of growth models for representing the price process in online auctions. ICEC 2007: 399-408 - [c4]Inbal Yahav, Galit Shmueli:
Algorithm Combination for Improved Performance in Biosurveillance Systems. BioSurveillance 2007: 91-102 - [c3]Paolo Buono
Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting. IV 2007: 191-196 - 2006
- [j4]Galit Shmueli
Exploring auction databases through interactive visualization. Decis. Support Syst. 42(3): 1521-1538 (2006) - [j3]Joseph B. Kadane, Ramayya Krishnan, Galit Shmueli
A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution. Manag. Sci. 52(10): 1610-1617 (2006) - [c2]Wolfgang Jank, Galit Shmueli, Shanshan Wang:
Dynamic, real-time forecasting of online auctions via functional models. KDD 2006: 580-585 - 2005
- [c1]Aleks Aris, Ben Shneiderman, Catherine Plaisant, Galit Shmueli
Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration. INTERACT 2005: 835-846 - 2003
- [j2]Galit Shmueli
Computing consecutive-type reliabilities nonrecursively. IEEE Trans. Reliab. 52(3): 367-372 (2003) - 2000
- [j1]Galit Shmueli
Run-Related Probability Functions Applied to Sampling Inspection. Technometrics 42(2): 188-202 (2000)
Coauthor Index
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last updated on 2024-08-23 18:33 CEST by the dblp team
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