Explaining explanations: An overview of interpretability of machine learning
There has recently been a surge of work in explanatory artificial intelligence (XAI). This
research area tackles the important problem that complex machines and algorithms often …
research area tackles the important problem that complex machines and algorithms often …
[HTML][HTML] Modeling psychopathology: From data models to formal theories.
Over the past decade, there has been a surge of empirical research investigating mental
disorders as complex systems. In this article, we investigate how to best make use of this …
disorders as complex systems. In this article, we investigate how to best make use of this …
[CITATION][C] Presumptive meanings: The theory of generalized conversational implicature
SC Levinson - 2000 - books.google.com
This is the first extended discussion of preferred interpretation in language understanding,
integrating much of the best research in linguistic pragmatics from the last two decades …
integrating much of the best research in linguistic pragmatics from the last two decades …
Inference to the best explanation
P Lipton - A Companion to the Philosophy of Science, 2017 - Wiley Online Library
Science depends on judgments of the bearing of evidence on theory. Scientists must judge
whether an observation or the result of an experiment supports, disconfirms, or is simply …
whether an observation or the result of an experiment supports, disconfirms, or is simply …
[BOOK][B] Induction: Processes of inference, learning, and discovery
JH Holland - 1986 - books.google.com
Two psychologists, a computer scientist, and a philosopher have collaborated to present a
framework for understanding processes of inductive reasoning and learning in organisms …
framework for understanding processes of inductive reasoning and learning in organisms …
Theory before the test: How to build high-verisimilitude explanatory theories in psychological science
Drawing on the philosophy of psychological explanation, we suggest that psychological
science, by focusing on effects, may lose sight of its primary explananda: psychological …
science, by focusing on effects, may lose sight of its primary explananda: psychological …
[CITATION][C] The Resurrection of the Son of God
NT Wright - 2003 - books.google.com
Why did Christianity begin, and why did it take the shape it did? To answer this question--
which any historian must face--renowned New Testament scholar NT Wright focuses on the …
which any historian must face--renowned New Testament scholar NT Wright focuses on the …
[BOOK][B] How economics forgot history: The problem of historical specificity in social science
GM Hodgson - 2001 - taylorfrancis.com
In arguably his most important book to date, Hodgson calls into question the tendency of
economic method to try and explain all economic phenomena by using the same catch-all …
economic method to try and explain all economic phenomena by using the same catch-all …
[BOOK][B] Four decades of scientific explanation
WC Salmon - 2006 - books.google.com
As Aristotle stated, scientific explanation is based on deductive argument--yet, Wesley C.
Salmon points out, not all deductive arguments are qualified explanations. The validity of the …
Salmon points out, not all deductive arguments are qualified explanations. The validity of the …
[BOOK][B] Taking morality seriously: A defense of robust realism
D Enoch - 2011 - books.google.com
In Taking Morality Seriously: A Defense of Robust Realism David Enoch develops, argues
for, and defends a strongly realist and objectivist view of ethics and normativity more …
for, and defends a strongly realist and objectivist view of ethics and normativity more …