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cs.AI2026
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…
cs.AI2024
On learning capacities of Sugeno integrals with systems of fuzzy relational equations
Ismaïl Baaj
In this article, we introduce a method for learning a capacity underlying a Sugeno integral according to training data based on systems of fuzzy relational equations. To the traini…