User profiles for St. Mueller
Shane T. MuellerProfessor, Michigan Technological University Verified email at mtu.edu Cited by 5492 |
Metrics for explainable AI: Challenges and prospects
The question addressed in this paper is: If we present to a user an AI system that explains
how it works, how do we know whether the explanation works and the user has achieved a …
how it works, how do we know whether the explanation works and the user has achieved a …
Explanation in human-AI systems: A literature meta-review, synopsis of key ideas and publications, and bibliography for explainable AI
This is an integrative review that address the question, "What makes for a good explanation?"
with reference to AI systems. Pertinent literatures are vast. Thus, this review is necessarily …
with reference to AI systems. Pertinent literatures are vast. Thus, this review is necessarily …
Decision noise: An explanation for observed violations of signal detection theory
ST Mueller, CT Weidemann - Psychonomic bulletin & review, 2008 - Springer
… There are many ways decision noise could be conceptualized (see Mueller, 1998, for a
review). Some theorists have suggested that the decision criterion drifts along a sensory …
review). Some theorists have suggested that the decision criterion drifts along a sensory …
The psychology experiment building language (PEBL) and PEBL test battery
ST Mueller, BJ Piper - Journal of neuroscience methods, 2014 - Elsevier
Background We briefly describe the Psychology Experiment Building Language (PEBL), an
open source software system for designing and running psychological experiments. New …
open source software system for designing and running psychological experiments. New …
A note on ROC analysis and non-parametric estimate of sensitivity
J Zhang, ST Mueller - Psychometrika, 2005 - Springer
In the signal detection paradigm, the non-parametric index of sensitivity A′, as first
introduced by Pollack and Norman (1964), is a popular alternative to the more traditional d′ …
introduced by Pollack and Norman (1964), is a popular alternative to the more traditional d′ …
Theoretical implications of articulatory duration, phonological similarity, and phonological complexity in verbal working memory.
The phonological-loop model provides a prominent theoretical description of verbal working
memory. According to it, serial recall accuracy should be inversely related to the articulatory …
memory. According to it, serial recall accuracy should be inversely related to the articulatory …
[BOOK][B] Deep structure of the Swiss Alps: results of NRP 20
OA Pfiffner, P Lehner, P Heitzmann, S Mueller, A Steck - 1997 - boris.unibe.ch
… Stephan Mueller, director of the Institute of Geophysics, ETH Zürich for many years and co-editor
of this atlas died on February 17th, 1997. He was … In addition, Stephan Mueller was a …
of this atlas died on February 17th, 1997. He was … In addition, Stephan Mueller was a …
[HTML][HTML] Executive function on the psychology experiment building language tests
… (Mueller, 2010b). The current PEBL battery (version 0.6) consists of approximately 50
tests, including many classic ones in experimental psychology and behavioral neurology (Mueller, …
tests, including many classic ones in experimental psychology and behavioral neurology (Mueller, …
Interference suppression vs. response inhibition: An explanation for the absence of a bilingual advantage in preschoolers' Stroop task performance
AG Esposito, L Baker-Ward, ST Mueller - Cognitive development, 2013 - Elsevier
The well-documented advantage that bilingual speakers demonstrate across the lifespan
on measures of controlled attention is not observed in preschoolers’ performance on Stroop …
on measures of controlled attention is not observed in preschoolers’ performance on Stroop …
[HTML][HTML] Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance
If a user is presented an AI system that portends to explain how it works, how do we know
whether the explanation works and the user has achieved a pragmatic understanding of the AI…
whether the explanation works and the user has achieved a pragmatic understanding of the AI…