- Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - New York: Cambridge University Press.details
|
|
The Explanation Game: A Formal Framework for Interpretable Machine Learning.David S. Watson & Luciano Floridi - 2021 - In Josh Cowls & Jessica Morley (eds.), The 2020 Yearbook of the Digital Ethics Lab. Springer Verlag. pp. 109-143.details
|
|
The Scientific Image.William Demopoulos & Bas C. van Fraassen - 1982 - Philosophical Review 91 (4):603.details
|
|
Transparency in Complex Computational Systems.Kathleen A. Creel - 2020 - Philosophy of Science 87 (4):568-589.details
|
|
How the machine ‘thinks’: Understanding opacity in machine learning algorithms.Jenna Burrell - 2016 - Big Data and Society 3 (1):205395171562251.details
|
|
Methods of Logic.Alice Ambrose & W. V. Quine - 1951 - Philosophical Review 60 (4):595.details
|
|
The nature of explanation.Peter Achinstein - 1983 - New York: Oxford University Press.details
|
|
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values.Kjersti Aas, Martin Jullum & Anders Løland - 2021 - Artificial Intelligence 298 (C):103502.details
|
|
Three dialogues between Hylas and Philonous.George Berkeley (ed.) - 1713 - New York: Oxford University Press.details
|
|
Semantic information and the correctness theory of truth.Luciano Floridi - 2011 - Erkenntnis 74 (2):147-175.details
|
|
What is Justified Belief?Alvin I. Goldman - 1979 - In George Pappas (ed.), Justification and Knowledge: New Studies in Epistemology. Boston: D. Reidel. pp. 1-25.details
|
|
Probability Theory. The Logic of Science.Edwin T. Jaynes - 2002 - Cambridge University Press: Cambridge. Edited by G. Larry Bretthorst.details
|
|
Scientific explanation.James Woodward - 1979 - British Journal for the Philosophy of Science 30 (1):41-67.details
|
|
Methods of logic.Willard Van Orman Quine - 1950 - Cambridge, Mass.: Harvard University Press.details
|
|
Three Dialogues Between Hylas and Philonous.George Berkeley - 1713 - New York: G. James. Edited by Jonathan Dancy.details
|
|
The direction of time.Hans Reichenbach - 1956 - Mineola, N.Y.: Dover Publications. Edited by Maria Reichenbach.details
|
|
An Enquiry Concerning Human Understanding: A Dissertation on the Passions. An Enquiry Concerning the Principles of Morals; the Natural History of Religion.David Hume - 1748 - London, England: Printed for A. Miller, T. Cadell, A. Donaldson and W. Creech.details
|
|
A Treatise of Human Nature (1739-40).David Hume - 1969 - Mineola, N.Y.: Oxford University Press. Edited by Ernest Campbell Mossner.details
|
|
Philosophical papers.John Langshaw Austin - 1961 - New York: Oxford University Press. Edited by J. O. Urmson & G. J. Warnock.details
|
|
The Structure of Scientific Revolutions.Thomas S. Kuhn - 1962 - Chicago, IL: University of Chicago Press. Edited by Ian Hacking.details
|
|
Error and the Growth of Experimental Knowledge.Deborah G. Mayo - 1996 - University of Chicago.details
|
|
Transparency in Algorithmic and Human Decision-Making: Is There a Double Standard?John Zerilli, Alistair Knott, James Maclaurin & Colin Gavaghan - 2018 - Philosophy and Technology 32 (4):661-683.details
|
|
Solving the Black Box Problem: A Normative Framework for Explainable Artificial Intelligence.Carlos Zednik - 2019 - Philosophy and Technology 34 (2):265-288.details
|
|
Why There’s No Cause to Randomize.John Worrall - 2007 - British Journal for the Philosophy of Science 58 (3):451-488.details
|
|
Making things happen: a theory of causal explanation.James F. Woodward - 2003 - New York: Oxford University Press.details
|
|
The explanation game: a formal framework for interpretable machine learning.David S. Watson & Luciano Floridi - 2020 - Synthese 198 (10):1–32.details
|
|
The explanation game: a formal framework for interpretable machine learning.David S. Watson & Luciano Floridi - 2021 - Synthese 198 (10):9211-9242.details
|
|
Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice.David S. Watson, Limor Gultchin, Ankur Taly & Luciano Floridi - 2022 - Minds and Machines 32 (1):185-218.details
|
|
A new dialectical theory of explanation.Douglas Walton - 2004 - Philosophical Explorations 7 (1):71 – 89.details
|
|
A dialogue system specification for explanation.Douglas Walton - 2011 - Synthese 182 (3):349-374.details
|
|
Understanding from Machine Learning Models.Emily Sullivan - 2022 - British Journal for the Philosophy of Science 73 (1):109-133.details
|
|
Intention and convention in speech acts.Peter F. Strawson - 1964 - Philosophical Review 73 (4):439-460.details
|
|
Scientific Explanation and the Causal Structure of the World.Wesley C. Salmon - 1984 - Princeton University Press.details
|
|
The Pragmatic Turn in Explainable Artificial Intelligence (XAI).Andrés Páez - 2019 - Minds and Machines 29 (3):441-459.details
|
|
The Pragmatic Turn in Explainable Artificial Intelligence.Andrés Páez - 2019 - Minds and Machines 29 (3):441-459.details
|
|
Deep learning, education and the final stage of automation.Michael A. Peters - 2018 - Educational Philosophy and Theory 50 (6-7):549-553.details
|
|
Explanation in artificial intelligence: Insights from the social sciences.Tim Miller - 2019 - Artificial Intelligence 267 (C):1-38.details
|
|
Severe testing as a basic concept in a neyman–pearson philosophy of induction.Deborah G. Mayo & Aris Spanos - 2006 - British Journal for the Philosophy of Science 57 (2):323-357.details
|
|
Methodology in Practice: Statistical Misspecification Testing.Deborah G. Mayo & Aris Spanos - 2004 - Philosophy of Science 71 (5):1007-1025.details
|
|
Against Interpretability: a Critical Examination of the Interpretability Problem in Machine Learning.Maya Krishnan - 2020 - Philosophy and Technology 33 (3):487-502.details
|
|
Why Most Published Research Findings Are False.John P. A. Ioannidis - 2005 - PLoS Med 2 (8):e124.details
|
|
Aspects of Scientific Explanation and Other Essays in the Philosophy of Science.Carl Gustav Hempel - 1965 - New York: The Free Press.details
|
|
Semantic information and the correctness theory of truth.Luciano Floridi - 2011 - Erkenntnis 74 (2):147–175.details
|
|
Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory.John Earman - 1992 - MIT Press.details
|
|
The aim and structure of physical theory.Pierre Maurice Marie Duhem - 1954 - Princeton,: Princeton University Press.details
|
|
Phil Dowe, Physical Causation. [REVIEW]Phil Dowe - 2002 - Erkenntnis 56 (2):258-263.details
|
|
Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory.John Earman - 1992 - Bradford.details
|
|
Methods of Logic.W. V. Quine - 1952 - Critica 15 (45):119-123.details
|
|
Studies in the Way of Words.Paul Grice - 1989 - Philosophy 65 (251):111-113.details
|
|
Against Method.P. Feyerabend - 1975 - British Journal for the Philosophy of Science 26 (4):331-342.details
|
|