Shane T. Mueller

Orcid: 0000-0001-7418-4592

Affiliations:
  • Michigan Technological University, Houghton, Michigan, USA


According to our database1, Shane T. Mueller authored at least 36 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Increasing the Value of XAI for Users: A Psychological Perspective.
Künstliche Intell., December, 2023

"Minimum Necessary Rigor" in empirically evaluating human-AI work systems.
AI Mag., September, 2023

Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance.
Frontiers Comput. Sci., 2023

Explainable AI: roles and stakeholders, desirements and challenges.
Frontiers Comput. Sci., 2023

Evaluating machine-generated explanations: a "Scorecard" method for XAI measurement science.
Frontiers Comput. Sci., 2023

2022
When Self-Driving Fails: Evaluating Social Media Posts Regarding Problems and Misconceptions about Tesla's FSD Mode.
Multimodal Technol. Interact., 2022

Examining the Effectiveness of Different Assessments and Forecasts for Accurate Judgments of Learning in Engineering Classes.
Proceedings of the 14th International Conference on Computer Supported Education, 2022

2021
Examining the effect of explanation on satisfaction and trust in AI diagnostic systems.
BMC Medical Informatics Decis. Mak., 2021

Principles of Explanation in Human-AI Systems.
CoRR, 2021

Developing an Adaptive Framework to Support Intelligence Analysis.
Proceedings of the Adaptive Instructional Systems. Design and Evaluation, 2021

Collaborative Explainable AI: A Non-algorithmic Approach to Generating Explanations of AI.
Proceedings of the HCI International 2021 - Late Breaking Posters, 2021

Assessing Clustering Methods to Establish Reliability and Consensus in Card Sorting Tasks.
Proceedings of the Advances in Usability, User Experience, Wearable and Assistive Technology, 2021

2020
Explaining AI as an Exploratory Process: The Peircean Abduction Model.
CoRR, 2020

Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images.
CoRR, 2020

2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI.
CoRR, 2019

Development and Evaluation of a Model of Human Comfort and Cognitive Ability for Moderate Differences in Thermal Environment.
Proceedings of the HCI International 2019 - Late Breaking Papers, 2019

What makes a good explanation? Cognitive dimensions of explaining intelligent machines.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018
Cognitive perspectives on opinion dynamics: the role of knowledge in consensus formation, opinion divergence, and group polarization.
J. Comput. Soc. Sci., 2018

Explaining Explanation, Part 4: A Deep Dive on Deep Nets.
IEEE Intell. Syst., 2018

Metrics for Explainable AI: Challenges and Prospects.
CoRR, 2018

Equality in Dictator Games: Methodological Concerns in Interpreting Default-Mode Strategies and Norms for Equity.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Testing the effectiveness of crossword games on immediate and delayed memory for scientific vocabulary and concepts.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

The Tracer Method: The Dynamic Duo Combining Cognitive Task Analysis and Eye Tracking.
Proceedings of the 2018 Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts, 2018

2017
Explaining Explanation, Part 2: Empirical Foundations.
IEEE Intell. Syst., 2017

Evaluating path planning in human-robot teams: Quantifying path agreement and mental model congruency.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2017

2015
Development of the PEBL Traveling Salesman Problem Computerized Testbed.
J. Probl. Solving, 2015

Improving Lexical Memory Access and Decision Making Processes Using Cognitive Word Games.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2012
An Exploration of Crossword Skill.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011
Improving Users' Mental Models of Intelligent Software Tools.
IEEE Intell. Syst., 2011

Adapting the task-taxon-task methodology to model the impact of chemical protective gear.
Comput. Math. Organ. Theory, 2011

Tutorial on using the Psychology Experiment Building Language (PEBL) in the laboratory, the field, and the classroom.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010
The calibration of trust in an automated system: A sensemaking process.
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

2009
Cultural variations in collaborative decision making: driven by beliefs or social norms?
Proceedings of the 2009 international workshop on Intercultural collaboration, 2009

Preface.
Proceedings of the Biologically Inspired Cognitive Architectures, 2009

2008
Preface: Toward a Growing Computational Replica of the Human Mind.
Proceedings of the Biologically Inspired Cognitive Architectures, 2008

Adapting the Turing Test for Embodied Neurocognitive Evaluation of Biologically-Inspired Cognitive Agents.
Proceedings of the Biologically Inspired Cognitive Architectures, 2008


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