377 citations · 593 across the 31 of their papers we have counts for
31 papers
A Sugeno Integral View of Binarized Neural Network Inference
Ismaïl Baaj, Henri Prade
In this article, we establish a precise connection between binarized neural networks (BNNs) and Sugeno integrals. The advantage of the Sugeno integral is that it provides a framewo…
Frank's triangular norms in Piaget's logical proportions
Henri Prade, Gilles Richard
Starting from the Boolean notion of logical proportion in Piaget's sense, which turns out to be equivalent to analogical proportion, this note proposes a definition of analogical p…
Belief revision and incongruity: is it a joke?
Florence Dupin de Saint Cyr - Bannay, Henri Prade
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 formali…
An elementary belief function logic
Didier Dubois, Lluis Godo, Henri Prade
Non-additive uncertainty theories, typically possibility theory, belief functions and imprecise probabilities share a common feature with modal logic: the duality properties betwee…
Analogical Relevance Index
Suryani Lim, Henri Prade, Gilles Richard
Focusing on the most significant features of a dataset is useful both in machine learning (ML) and data mining. In ML, it can lead to a higher accuracy, a faster learning process,…
Some recent advances in reasoning based on analogical proportions
Myriam Bounhas, Henri Prade, Gilles Richard
Analogical proportions compare pairs of items (a, b) and (c, d) in terms of their differences and similarities. They play a key role in the formalization of analogical inference. T…