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Inductive inference of gene regulatory network using supervised and semi-supervised graph neural networks [PDF]
Computational and Structural Biotechnology Journal, 2020 Discovering gene regulatory relationships and reconstructing gene regulatory networks (GRN) based on gene expression data is a classical, long-standing computational challenge in bioinformatics.
Juexin Wang +4 more
doaj +3 more sources
Algorithms of adaptation in inductive inference.
Cognitive Psychology, 2021 We investigate the idea that human concept inference utilizes local adaptive search within a compositional mental theory space. To explore this, we study human judgments in a challenging task that involves actively gathering evidence about a symbolic ...
Jan-Philipp Fränken +2 more
semanticscholar +4 more sources
Ramsification and inductive inference [PDF]
Synthese, 2012 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Panu Raatikainen
semanticscholar +3 more sources
The Heuristic Value of p in Inductive Statistical Inference
Frontiers in Psychology, 2017 Many statistical methods yield the probability of the observed data – or data more extreme – under the assumption that a particular hypothesis is true. This probability is commonly known as ‘the’ p-value.
Joachim I. Krueger, Patrick R. Heck
doaj +2 more sources
Inductive inference and reverse mathematics
Annals of Pure and Applied Logic, 2016 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
R. Hölzl, Sanjay Jain, F. Stephan
semanticscholar +5 more sources
Cognitive Psychology, 2019 We propose and test a Bayesian model of property induction with evidence that has been selectively sampled leading to "censoring" or exclusion of potentially relevant data.
Danielle Navarro, Brett K Hayes
exaly +2 more sources
Distinct labels attenuate 15-month-olds’ attention to shape in an inductive inference task [PDF]
Frontiers in Psychology, 2013 We examined the role of distinct labels on infants’ inductive inferences. Thirty-six 15-month-old infants were presented with target objects that possessed a nonobvious property, followed by test objects that varied in shape similarity relative to the ...
Susan Annetta Graham +3 more
doaj +2 more sources
The Logic of Inductive Inference [PDF]
Journal of the Royal Statistical Society, 1935 A. Fisher
semanticscholar +3 more sources
Foundations of regular coinduction [PDF]
Logical Methods in Computer Science, 2021 Inference systems are a widespread framework used to define possibly recursive predicates by means of inference rules. They allow both inductive and coinductive interpretations that are fairly well-studied.
Francesco Dagnino
doaj +1 more source
NeuRI: Diversifying DNN Generation via Inductive Rule Inference [PDF]
ESEC/SIGSOFT FSE, 2023 Deep Learning (DL) is prevalently used in various industries to improve decision-making and automate processes, driven by the ever-evolving DL libraries and compilers. The correctness of DL systems is crucial for trust in DL applications.
Jiawei Liu +3 more
semanticscholar +1 more source