Travis Greene

15 papers A 1Journal 13Unranked 1
YearRankTypeTitle / 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
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
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
2022 J jnl
A Biocentric Perspective on HCI Design Research Involving Plants.
ACM Trans. Comput. Hum. Interact.
Jan Fell, Pei-Yi Kuo, Travis Greene, Jyun-Cheng Wang
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
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 A conf
Beyond Human-Centered Design: Proposing a Biocentric View on Design Research Involving Vegetal Subjects.
Conference on Designing Interactive Systems (Companion Volume)
Jan Fell, Travis Greene, Jyun-Cheng Wang, Pei-Yi Kuo
2020 J jnl
Beyond Our Behavior: The GDPR and Humanistic Personalization.
CoRR
Travis Greene, 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