Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Shane T. Mueller · SciRah

Researcher profile · Semantic Scholar

Shane T. Mueller

Share profile

Shane T. Mueller — researcher profile on SciRah

h-index: 26
Works: 141
Citations: 5,073

Most-cited papers

The Psychology Experiment Building Language (PEBL) and PEBL Test Battery
Shane T. Mueller, B. Piper
2013Journal of Neuroscience Methods1,036 citations Open access
Semantic Scholar
Metrics for Explainable AI: Challenges and Prospects
R. Hoffman, Shane T. Mueller, Gary Klein, Jordan A. Litman
2018arXiv.org944 citations
Semantic Scholar
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI
Shane T. Mueller, R. Hoffman, W. Clancey, Abigail Emrey +1 more
2019arXiv.org326 citations
Semantic Scholar
Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance
R. Hoffman, Shane T. Mueller, Gary Klein, Jordan A. Litman
2023Frontiers of Computer Science320 citations Open access
Semantic Scholar
Executive function on the Psychology Experiment Building Language tests
B. Piper, Victoria S. Li, Massarra A. Eiwaz, Yuliyana V. Kobel +6 more
2011Behavior Research Methods126 citations Open access
Semantic Scholar
Explaining Explanation For “Explainable Ai”
R. Hoffman, Gary Klein, Shane T. Mueller
2018Proceedings of the Human Factors and Ergonomics Society Annual Meeting102 citations
Semantic Scholar
Interference Suppression vs. Response Inhibition: An Explanation for the Absence of a Bilingual Advantage in Preschoolers’ Stroop Task Performance
Alena G. Esposito, Lynne Baker-Ward, Shane T. Mueller
2013Cognitive development86 citations Open access
Semantic Scholar
Evaluation of a Short-Form of the Berg Card Sorting Test
C. J. Fox, Shane T. Mueller, Hilary M. Gray, J. Raber +1 more
2013PLoS ONE82 citations Open access
Semantic Scholar
Examining the effect of explanation on satisfaction and trust in AI diagnostic systems
L. Alam, Shane T. Mueller
2021BMC Medical Informatics and Decision Making77 citations Open access
Semantic Scholar
Reliability and validity of neurobehavioral function on the Psychology Experimental Building Language test battery in young adults
B. Piper, Shane T. Mueller, Alexander R. Geerken, K. L. Dixon +3 more
2015PeerJ77 citations Open access
Semantic Scholar
Principles of Explanation in Human-AI Systems
Shane T. Mueller, Elizabeth S. Veinott, R. Hoffman, Gary Klein +3 more
2021arXiv.org72 citations
Semantic Scholar
identi fi cation : Effects of perceivability , similarity , and bias ☆
Shane T. Mueller, C. Weidemann
201171 citations
Semantic Scholar
Explaining Explanation, Part 4: A Deep Dive on Deep Nets
R. Hoffman, Tim Miller, Shane T. Mueller, Gary Klein +1 more
2018IEEE Intelligent Systems58 citations
Semantic Scholar
Explaining Explanation, Part 2: Empirical Foundations
R. Hoffman, Shane T. Mueller, Gary Klein
2017IEEE Intelligent Systems52 citations
Semantic Scholar
Evaluation of the validity of the Psychology Experiment Building Language tests of vigilance, auditory memory, and decision making
B. Piper, Shane T. Mueller, S. Talebzadeh, Jung-Ki Min
2016PeerJ37 citations Open access
Semantic Scholar
Explainable AI: roles and stakeholders, desirements and challenges
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Mohammadreza Jalaeian +1 more
2023Frontiers Comput. Sci.34 citations Open access
Semantic Scholar
Assessing Theoretical Conclusions With Blinded Inference to Investigate a Potential Inference Crisis
J. Starns, Andrea M. Cataldo, Caren M. Rotello, Jeffrey R. Annis +44 more
2019Advances in Methods and Practices in Psychological Science34 citations Open access
Semantic Scholar
Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images
Shane T. Mueller
2020Ergonomics in design25 citations Open access
Semantic Scholar
Computerized Testing Software for Assessing Interference Suppression in Children and Adults: The Bivalent Shape Task (BST)
Shane T. Mueller, Alena G. Esposito
2014Journal of Open Research Software25 citations Open access
Semantic Scholar
An Introduction to PEBL: The Psychology Experiment Building Language
Shane T. Mueller
201425 citations
Semantic Scholar
Measuring Trust in the XAI Context
Robert Hoffman, Shane T. Mueller, Gary Klein, Jordan A. Litman
202124 citations Open access
Semantic Scholar
What makes a good explanation? Cognitive dimensions of explaining intelligent machines
R. Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen A. Creel +3 more
2019Annual Meeting of the Cognitive Science Society24 citations
Semantic Scholar
Improving Users' Mental Models of Intelligent Software Tools
Shane T. Mueller, Gary Klein
2011IEEE Intelligent Systems23 citations
Semantic Scholar
Increasing the Value of XAI for Users: A Psychological Perspective
R. Hoffman, Timothy Miller, Gary Klein, Shane T. Mueller +1 more
2023KI - Künstliche Intelligenz21 citations Open access
Semantic Scholar
Situation awareness in obsessive-compulsive disorder.
S. Tumkaya, F. Karadağ, Shane T. Mueller, T. Uğurlu +4 more
2013Psychiatry Research18 citations
Semantic Scholar
Assessment of Motor Planning and Inhibition Performance in Non-Clinical Sample—Reliability and Factor Structure of the Tower of London and Go/No Go Computerized Tasks
E. Tyburski, Magdalena Kerestey, Pavlo Kerestey, S. Radoń +1 more
2021Brain Science17 citations Open access
Semantic Scholar
Evaluating machine-generated explanations: a “Scorecard” method for XAI measurement science
Robert R. Hoffman, Mohammadreza Jalaeian, Connor Tate, Gary Klein +1 more
2023Frontiers of Computer Science16 citations Open access
Semantic Scholar
Training Change Detection Leads to Substantial Task-Specific Improvement
Martin Buschkuehl, S. Jaeggi, Shane T. Mueller, P. Shah +1 more
201716 citations
Semantic Scholar
The relationship between cingulum bundle integrity and different aspects of executive functions in chronic schizophrenia.
E. Tyburski, M. Mak, A. Samochowiec, P. Plichta +14 more
2020Progress in Neuro-psychopharmacology and Biological Psychiatry15 citations
Semantic Scholar
The calibration of trust in an automated system: A sensemaking process
Corey K. Fallon, Anne K. G. Murphy, Laura Zimmerman, Shane T. Mueller
20102010 International Symposium on Collaborative Technologies and Systems15 citations
Semantic Scholar
Modeling the Process by Which People Try to Explain Complex Things to Others
Gary Klein, Robert R. Hoffman, Shane T. Mueller, E. Newsome
2021Journal of Cognitive Engineering and Decision Making14 citations
Semantic Scholar
An optimization approach for mapping and measuring the divergence and correspondence between paths
Shane T. Mueller, Brandon S. Perelman, Elizabeth S. Veinott
2015Behavior Research Methods14 citations Open access
Semantic Scholar
The Stakeholder Playbook for Explaining AI Systems
Robert R. Hoffman, Gary Klein, Shane T. Mueller, Mohammadreza Jalaeian +1 more
202113 citations Open access
Semantic Scholar
Cognitive perspectives on opinion dynamics: the role of knowledge in consensus formation, opinion divergence, and group polarization
Shane T. Mueller, Yin-Yin Tan
2017Journal of Computational Social Science13 citations Open access
Semantic Scholar
Examining Methods for Combining Speed and Accuracy in a Go/No-Go Vigilance Task
Shane T. Mueller, L. Alam, G. Funke, Anne Linja +2 more
202012 citations
Semantic Scholar
Explaining AI as an Exploratory Process: The Peircean Abduction Model
R. Hoffman, W. Clancey, Shane T. Mueller
2020arXiv.org12 citations
Semantic Scholar
Functional Polymorphisms in BDNF and COMT Genes Are Associated with Objective Differences in Arithmetical Functioning in a Sample of Young Adults
Yeimy González-Giraldo, Johana Rojas, P. Novoa, Shane T. Mueller +3 more
2014Neuropsychobiology12 citations
Semantic Scholar
Pathfinding in the cognitive map: Network models of mechanisms for search and planning
Shane T. Mueller, Brandon S. Perelman, Benjamin G. Simpkins
2013Biologically Inspired Cognitive Architectures12 citations
Semantic Scholar
"Minimum Necessary Rigor" in empirically evaluating human-AI work systems
Gary Klein, Robert R. Hoffman, W. Clancey, Shane T. Mueller +2 more
2023The AI Magazine11 citations Open access
Semantic Scholar
When Self-Driving Fails: Evaluating Social Media Posts Regarding Problems and Misconceptions about Tesla's FSD Mode
Anne Linja, T. Mamun, Shane T. Mueller
2022Multimodal Technologies and Interaction11 citations Open access
Semantic Scholar
Testing the effectiveness of crossword games on immediate and delayed memory for scientific vocabulary and concepts
Shane T. Mueller, Elizabeth S. Veinott
2018Annual Meeting of the Cognitive Science Society11 citations
Semantic Scholar
Identifying Mental Models of Search in a Simulated Flight Task Using a Pathmapping Approach
Brandon S. Perelman, Shane T. Mueller
201511 citations
Semantic Scholar
Differences in planning performance, a neurocognitive endophenotype, are associated with a functional variant in PER3 gene
Yeimy González-Giraldo, R. González-Reyes, Shane T. Mueller, B. Piper +2 more
2015Chronobiology International11 citations
Semantic Scholar
The plausibility transition model for sensemaking
Gary Klein, Mohammadreza Jalaeian, R. Hoffman, Shane T. Mueller
2023Frontiers in Psychology10 citations Open access
Semantic Scholar
Associations and manipulations in the mental lexicon: A model of word-stem completion
Shane T. Mueller, Kejkaew Thanasuan
201410 citations
Semantic Scholar
Adapting the task-taxon-task methodology to model the impact of chemical protective gear
Shane T. Mueller, Benjamin G. Simpkins, George Anno, Corey K. Fallon +2 more
2011Computational and mathematical organization theory10 citations
Semantic Scholar
Executive Functions and Psychopathology Dimensions in Deficit and Non-Deficit Schizophrenia
M. Bielecki, E. Tyburski, P. Plichta, M. Mak +9 more
2023Journal of Clinical Medicine9 citations Open access
Semantic Scholar
Examining Memory for Search Using a Simulated Aerial Search and Rescue Task
Brandon S. Perelman, Shane T. Mueller
20139 citations
Semantic Scholar
Examining Physicians’ Explanatory Reasoning in Re-Diagnosis Scenarios for Improving AI Diagnostic Systems
L. Alam, Shane T. Mueller
2022Journal of Cognitive Engineering and Decision Making8 citations
Semantic Scholar
The Tracer Method: The Dynamic Duo Combining Cognitive Task Analysis and Eye Tracking
Kaitlyn M. Roose, Elizabeth S. Veinott, Shane T. Mueller
2018ACM SIGCHI Annual Symposium on Computer-Human Interaction in Play8 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Gary Klein×16
Invite
Gary Klein — researcher profile on SciRah
R. Hoffman×10
Invite
R. Hoffman — researcher profile on SciRah
B. Piper×7
Invite
B. Piper — researcher profile on SciRah
W. Clancey×6
Invite
W. Clancey — researcher profile on SciRah

Mohammadreza Jalaeian

×5

Invite

Mohammadreza Jalaeian — researcher profile on SciRah

Invite

L. Alam — researcher profile on SciRah

Elizabeth S. Veinott×4

Invite

Elizabeth S. Veinott — researcher profile on SciRah

Robert R. Hoffman×4

Invite

Robert R. Hoffman — researcher profile on SciRah

Brandon S. Perelman×4

Invite

Brandon S. Perelman — researcher profile on SciRah

Jordan A. Litman×3

Invite

Jordan A. Litman — researcher profile on SciRah

Invite

Connor Tate — researcher profile on SciRah

Reid H. J. Olsen×2

Invite

Reid H. J. Olsen — researcher profile on SciRah