Shane T. Mueller

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 25

Top Topics

Traveling Salesman

Subtour Elimination

Top Venues

Frontiers Comput. Sci.

IEEE Intell. Syst.

Publications

Robert R. Hoffman, Shane T. Mueller, Gary Klein, Jordan Litman
Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance. Frontiers Comput. Sci. 5 (2023)
Robert R. Hoffman, Tim Miller, Gary Klein, Shane T. Mueller, William J. Clancey
Increasing the Value of XAI for Users: A Psychological Perspective. Künstliche Intell. 37 (2) (2023)
Robert R. Hoffman, Mohammadreza Jalaeian, Connor Tate, Gary Klein, Shane T. Mueller
Evaluating machine-generated explanations: a "Scorecard" method for XAI measurement science. Frontiers Comput. Sci. 5 (2023)
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Mohammadreza Jalaeian, Connor Tate
Explainable AI: roles and stakeholders, desirements and challenges. Frontiers Comput. Sci. 5 (2023)
Gary Klein, Robert R. Hoffman, William J. Clancey, Shane T. Mueller, Florian Jentsch, Mohammadreza Jalaeian
"Minimum Necessary Rigor" in empirically evaluating human-AI work systems. AI Mag. 44 (3) (2023)
Christopher Cischke, Shane T. Mueller
Examining the Effectiveness of Different Assessments and Forecasts for Accurate Judgments of Learning in Engineering Classes. CSEDU (1) (2022)
Anne Linja, Tauseef Ibne Mamun, Shane T. Mueller
When Self-Driving Fails: Evaluating Social Media Posts Regarding Problems and Misconceptions about Tesla's FSD Mode. Multimodal Technol. Interact. 6 (10) (2022)
Tauseef Ibne Mamun, Robert R. Hoffman, Shane T. Mueller
Collaborative Explainable AI: A Non-algorithmic Approach to Generating Explanations of AI. HCI (44) (2021)
Shane T. Mueller, Elizabeth S. Veinott, Robert R. Hoffman, Gary Klein, Lamia Alam, Tauseef Mamun, William J. Clancey
Principles of Explanation in Human-AI Systems. CoRR (2021)
Lamia Alam, Shane T. Mueller
Examining the effect of explanation on satisfaction and trust in AI diagnostic systems. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Lamia Alam, Shane T. Mueller
Assessing Clustering Methods to Establish Reliability and Consensus in Card Sorting Tasks. AHFE (17) (2021)
Ashley F. McDermott, Elizabeth S. Veinott, Leonard Eusebi, Elizabeth T. Whitaker, Ethan Brantley Trewhitt, Shane T. Mueller, David A. Illingworth, Rick Thomas, Michael R. Dougherty, Sean L. Guarino
Developing an Adaptive Framework to Support Intelligence Analysis. HCI (31) (2021)
Shane T. Mueller
Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images. CoRR (2020)
Robert R. Hoffman, William J. Clancey, Shane T. Mueller
Explaining AI as an Exploratory Process: The Peircean Abduction Model. CoRR (2020)
Roberto Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen Creel, Tania Lombrozo, Shane T. Mueller, Patrick Shafto
What makes a good explanation? Cognitive dimensions of explaining intelligent machines. CogSci (2019)
Shane T. Mueller, Yin-Yin (Sarah) Tan, Isaac Flint
Development and Evaluation of a Model of Human Comfort and Cognitive Ability for Moderate Differences in Thermal Environment. HCI (LBP) (2019)
Shane T. Mueller, Robert R. Hoffman, William J. Clancey, Abigail Emrey, Gary Klein
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. CoRR (2019)
Kaitlyn M. Roose, Elizabeth S. Veinott, Shane T. Mueller
The Tracer Method: The Dynamic Duo Combining Cognitive Task Analysis and Eye Tracking. CHI PLAY (Companion) (2018)
Shane T. Mueller, Elizabeth S. Veinott
Testing the effectiveness of crossword games on immediate and delayed memory for scientific vocabulary and concepts. CogSci (2018)
Shane T. Mueller, Yin-Yin (Sarah) Tan
Cognitive perspectives on opinion dynamics: the role of knowledge in consensus formation, opinion divergence, and group polarization. J. Comput. Soc. Sci. 1 (1) (2018)
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Jordan Litman
Metrics for Explainable AI: Challenges and Prospects. CoRR (2018)
Robert R. Hoffman, Tim Miller, Shane T. Mueller, Gary Klein, William J. Clancey
Explaining Explanation, Part 4: A Deep Dive on Deep Nets. IEEE Intell. Syst. 33 (3) (2018)
Caden Sumner, Samantha Verran, Shane T. Mueller
Equality in Dictator Games: Methodological Concerns in Interpreting Default-Mode Strategies and Norms for Equity. CogSci (2018)
Robert R. Hoffman, Shane T. Mueller, Gary Klein
Explaining Explanation, Part 2: Empirical Foundations. IEEE Intell. Syst. 32 (4) (2017)
Brandon S. Perelman, Shane T. Mueller, Kristin E. Schaefer
Evaluating path planning in human-robot teams: Quantifying path agreement and mental model congruency. CogSIMA (2017)
Kejkaew Thanasuan, Shane T. Mueller
Improving Lexical Memory Access and Decision Making Processes Using Cognitive Word Games. CogSci (2015)
Shane T. Mueller, Brandon S. Perelman, Yin-Yin Tan, Kejkaew Thanasuan
Development of the PEBL Traveling Salesman Problem Computerized Testbed. J. Probl. Solving 8 (1) (2015)
Kejkaew Thanasuan, Shane T. Mueller
An Exploration of Crossword Skill. CogSci (2012)
Shane T. Mueller
Tutorial on using the Psychology Experiment Building Language (PEBL) in the laboratory, the field, and the classroom. CogSci (2011)
Shane T. Mueller, Benjamin Simpkins, George Anno, Corey K. Fallon, Owen Price, Gene E. McClellan
Adapting the task-taxon-task methodology to model the impact of chemical protective gear. Comput. Math. Organ. Theory 17 (3) (2011)
Shane T. Mueller, Gary Klein
Improving Users' Mental Models of Intelligent Software Tools. IEEE Intell. Syst. 26 (2) (2011)
Corey K. Fallon, Anne K. G. Murphy, Laura Zimmerman, Shane T. Mueller
The calibration of trust in an automated system: A sensemaking process. CTS (2010)
Winston R. Sieck, Shane T. Mueller
Cultural variations in collaborative decision making: driven by beliefs or social norms? IWIC (2009)
Alexei V. Samsonovich, David C. Noelle, Shane T. Mueller
Preface. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2009)
Shane T. Mueller, Brandon S. Minnery
Adapting the Turing Test for Embodied Neurocognitive Evaluation of Biologically-Inspired Cognitive Agents. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2008)
Alexei V. Samsonovich, Shane T. Mueller
Preface: Toward a Growing Computational Replica of the Human Mind. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2008)