Henri Prade
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View article: Analogical Classifier as a Surrogate for Explanations
Analogical Classifier as a Surrogate for Explanations Open
This paper offers a unified, model-agnostic, analogy-based framework for extracting relevant attributes and building contrastive explanations for a given classification. Analogical reasoning relies on the idea of comparing items by pairs t…
View article: A Novel View of Analogical Proportion Between Formulas
A Novel View of Analogical Proportion Between Formulas Open
Analogical proportions are statements of the form “α is to β as γ is to δ”, noted α:β::γ:δ, and can be understood as “α differs from β as γ differs from δ” and conversely “β differs from α as δ differs from γ”. In this paper, α, β, γ, δ ar…
View article: Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group Open
This paper proposes a tentative and original survey of meeting points between Knowledge Representation and Reasoning (KRR) and Machine Learning (ML), two areas which have been developed quite separately in the last four decades. First, som…
View article: Modern Versus Classical Structures of Opposition: A Discussion
Modern Versus Classical Structures of Opposition: A Discussion Open
View article: Provenance Calculus and Possibilistic Logic: A Parallel and a Discussion
Provenance Calculus and Possibilistic Logic: A Parallel and a Discussion Open
View article: An elementary belief function logic
An elementary belief function logic Open
Non-additive uncertainty theories, typically possibility theory, belief functions and imprecise probabilities share a common feature with modal logic: the duality properties between possibility and necessity measures, belief and plausibili…
View article: Belief revision and incongruity: is it a joke?*
Belief revision and incongruity: is it a joke?* Open
Incongruity often makes people laugh. You have to be smart to say stupid things. It requires to be even smarter for understanding them. This paper is a shameless attempt to formalize this intelligent behavior in the case of an agent listen…
View article: An elementary belief function logic
An elementary belief function logic Open
Non-additive uncertainty theories, typically possibility theory, belief functions and imprecise probabilities share a common feature with modal logic: the duality properties between possibility and necessity measures, belief and plausibili…
View article: Analogy-Based Post-treatment of CNN Image Segmentations
Analogy-Based Post-treatment of CNN Image Segmentations Open
View article: Qualitative capacities: Basic notions and potential applications
Qualitative capacities: Basic notions and potential applications Open
View article: Possibilistic Preference Networks and Lexicographic Preference Trees – A Comparison
Possibilistic Preference Networks and Lexicographic Preference Trees – A Comparison Open
View article: Representing belief: beyond probability and logic
Representing belief: beyond probability and logic Open
Edited by Markus Knauff and Wolfgang Spohn
View article: Analogical Proportions: Why They Are Useful in AI
Analogical Proportions: Why They Are Useful in AI Open
This paper presents a survey of researches in analogical reasoning whose building block are analogical proportions which are statements of the form “a is to b as c is to d”. They have been developed in the last twenty years within an Artif…
View article: Quand l'adaptation des cas par révision des croyances et l'extrapolation analogique se rencontrent
Quand l'adaptation des cas par révision des croyances et l'extrapolation analogique se rencontrent Open
National audience
View article: Classifying and completing word analogies by machine learning
Classifying and completing word analogies by machine learning Open
Analogical proportions are statements of the form ‘a is to b as c is to d’, formally denoted a:b::c:d. They are the basis of analogical reasoning which is often considered as an essential ingredient of human intelligence. For this reason, …
View article: Disjunctive attribute dependencies in formal concept analysis under the epistemic view of formal contexts
Disjunctive attribute dependencies in formal concept analysis under the epistemic view of formal contexts Open
View article: Possibility Theory and Possibilistic Logic: Tools for Reasoning Under and About Incomplete Information
Possibility Theory and Possibilistic Logic: Tools for Reasoning Under and About Incomplete Information Open
View article: Qualitative Capacities and Their Informational Comparison
Qualitative Capacities and Their Informational Comparison Open
Capacities are monotonically increasing set functions that generalize probability and possibility measures.They are qualitative when they range on a finite linearly ordered scale.This paper pursues a parallel between qualitative capacities…
View article: Sugeno Integral for Rule-Based Ordinal Classification
Sugeno Integral for Rule-Based Ordinal Classification Open
We present a method for modeling empirical data by a rule set in ordinal classification problems. This method is nonparametric and uses an intermediary model based on Sugeno integral. The accuracy of rule sets thus obtained is competitive …
View article: Jokes and Belief Revision
Jokes and Belief Revision Open
The paper deals with a topic little studied in artificial intelligence: the understanding of humor. In this preliminary study, we try to identify the basic mechanism at work in quips and narrative jokes. It seems that in many cases a belie…
View article: Thick Sets, Multiple-Valued Mappings, and Possibility Theory
Thick Sets, Multiple-Valued Mappings, and Possibility Theory Open
View article: When nominal analogical proportions do not fail
When nominal analogical proportions do not fail Open
International audience
View article: Structures of Opposition and Comparisons: Boolean and Gradual Cases
Structures of Opposition and Comparisons: Boolean and Gradual Cases Open
View article: Learning rule sets and Sugeno integrals for monotonic classification problems
Learning rule sets and Sugeno integrals for monotonic classification problems Open
View article: Case-Based Reasoning, Analogy, and Interpolation
Case-Based Reasoning, Analogy, and Interpolation Open
View article: Towards a Logic-Based View of Some Approaches to Classification Tasks
Towards a Logic-Based View of Some Approaches to Classification Tasks Open
View article: Representations of Uncertainty in Artificial Intelligence: Probability and Possibility
Representations of Uncertainty in Artificial Intelligence: Probability and Possibility Open
View article: Continuous Analogical Proportions-Based Classifier
Continuous Analogical Proportions-Based Classifier Open
View article: Improving analogical extrapolation using case pair competence
Improving analogical extrapolation using case pair competence Open
International audience
View article: Analogy between concepts
Analogy between concepts Open