Metaphysical explanation and the inference to the best explanation
A inferência à melhor explicação, grosso modo, apela ao poder explanatório de uma teoria ou hipótese (relativamente a algum conjunto de dados) como constituindo justificação epistêmica para ela.
Daniel Credico de Coimbra
core
An Information-Theoretic Model of Abduction for Detecting Hallucinations in Explanations. [PDF]
Galitsky B.
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A comprehensive evaluation of lightweight deep learning models for tomato disease classification on edge computing environments. [PDF]
Hoang TM +5 more
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ChartQA-X: Generating Explanations for Visual Chart Reasoning. [PDF]
Hegde S, Fazli P, Seifi H.
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Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection. [PDF]
González-Ramos JA, Chamoso P.
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Lightweight and interpretable edge intelligence AI with intrusion detection for trustworthy cardiac arrhythmia in medical IoT. [PDF]
Khalid MI +3 more
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Commentary: Exploratory Data Analysis
Brian Douglas Haig
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Beyond computational equivalence: the behavioral inference principle for machine consciousness. [PDF]
Palminteri S, Wu CM.
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Putting reasons back into reasoning: how genuine reasoning is inference-based and why neuro-symbolic NLI could achieve it. [PDF]
Gubelmann R.
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Neurobiological illness models of schizophrenia and stigma reduction: has that ship sailed? [PDF]
Sterzer P, Rohner N, Huber C.
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