On the role of interpretability in fuzzy data mining

C Mencar, G Castellano, AM Fanelli - International Journal of …, 2007 - World Scientific
Data Mining, a central step in the broader overall process of Knowledge Discovery from
Databases, concerns with discovering useful properties, called patterns, from data …

[PDF][PDF] Inteligencia Artificial Profunda y Ciencias Sociales Adversarias en el siglo XXI. Nuevos modelos de Redes Neuronales Convolucionales

C Reynoso - 2023 - academia.edu
Although this book is not an ethnography, it has an ethnographic situation. If it has a field
site, then it lies close to the places where the writing was done–in universities, on campuses …

Techniques for the fusion of symbolic rules in distributed organic systems

O Buchtala, B Sick - … IEEE Mountain Workshop on Adaptive and …, 2006 - ieeexplore.ieee.org
Humans do not only learn by their own experience but also by rules obtained from other
humans. It is a challenging idea to enable distributed, intelligent computer systems to follow …

How to Tackle Difficult to Understand Phenomena. Fuzziness, Cognitivity, Memory

B Apolloni - A Few Things I Know About Her: A Personally Machine …, 2022 - Springer
In worlds that are compatible with the assumption that we have overall visibility of it and the
m data we observe appear without any constriction, so that they have the same relevance …

The simplification conspiracy

B Apolloni, AA Shehhi, E Damiani - Progresses in Artificial Intelligence …, 2021 - Springer
We study in a quantitative way the efficacy of a social intelligence scheme that is an
extension of Extreme Learning Machine paradigm. The key question we investigate is …

Learning simplified functions to understand

E Damiani, B Apolloni - CEUR Workshop Proceedings, 2020 - air.unimi.it
We propose an unprecedented approach to post-hoc interpretable machine learning. Facing
a complex phenomenon, rather than fully capturing its mechanisms through a universal …

Inferring from Samples

B Apolloni, W Pedrycz, S Bassis, D Malchiodi… - The Puzzle of Granular …, 2008 - Springer
A traditional way of introducing the inference facility in operational contexts is through the
match box metaphor. You buy your box and wonder how many matches will fire, how many …

[引用][C] LAREN: Neural Network

D Malchiodi, S Gaito, AM Zanaboni