Monotonicity constraints represent a vital form of prior knowledge in machine learning, particularly within classification tasks where a natural ordering exists among class labels. In such contexts, ...

Fuzzy inference systems (FIS) provide a robust framework for managing uncertainty and imprecision in a variety of applications, from control systems to decision making. At their core, FIS utilise ...

This is a preview. Log in through your library . Abstract In the paper, by virtue of convolution theorem for the Laplace transforms, Bernstein’s theorem for completely monotonic functions, some ...

If an agent's preferences over subjectively uncertain acts are consistent with his or her having a subjective probability distribution over the states of nature, then those preferences can induce ...

P.O. Box 3 (Fabianinkatu 33) 00014 University of Helsinki Switchboard: +358 (0) 2941 911 (mobile call charge / local network charge) ...