Simplicity and complexity preferences in causal explanation: An opponent heuristic account
Sign Up to like & getrecommendations! Published in 2019 at "Cognitive Psychology"
DOI: 10.1016/j.cogpsych.2019.05.004
Abstract: People often prefer simple to complex explanations because they generally have higher prior probability. However, simpler explanations are not always normatively superior because they often do not account for the data as well as complex… read more here.
Keywords: simplicity; complexity; prior probability; simplicity complexity ... See more keywords
The prior probability in the batch classification of imbalanced data streams
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.11.126
Abstract: Abstract In the diversity of contemporary decision-making tasks, where the data is no longer static and changes over time, data stream processing has become an important issue in the field of pattern recognition. In addition,… read more here.
Keywords: data streams; batch classification; probability batch; classification imbalanced ... See more keywords
Simultaneous multiple-stimulus auditory brain–computer interface with semi-supervised learning and prior probability distribution tuning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/ac9edd
Abstract: Objective. Auditory brain–computer interfaces (BCIs) enable users to select commands based on the brain activity elicited by auditory stimuli. However, existing auditory BCI paradigms cannot increase the number of available commands without decreasing the selection… read more here.
Keywords: auditory; brain; stimulus; distribution ... See more keywords