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List of works by Giovanna Castellano

A competitive learning strategy for adapting fuzzy user profiles

article

A neuro-fuzzy network to generate human-understandable knowledge from data

An empirical risk functional to improve learning in a neuro-fuzzy classifier.

scientific article published in February 2004

An iterative pruning algorithm for feedforward neural networks.

scientific article published in January 1997

Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation

Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks

scientific article published in 2020

DCf: a double clustering framework for fuzzy information granulation

Deriving prediction intervals for neuro-fuzzy networks

Distinguishability quantification of fuzzy sets

Exploring the Role of Empathy in Designing Social Robots for Elderly People

scientific article published on 28 June 2024

Fuzzy Information Granulation with Multiple Levels of Granularity

HUGE: an integrated system for Human Understandable Granule Extraction

Interface optimality in fuzzy inference systems

Knowledge discovery by a neuro-fuzzy modeling framework

LEARNING FUZZY USER PROFILES FOR RESOURCE RECOMMENDATION

Mining Diagnostic Rules Using Fuzzy Clustering

Modeling User Preferences through Adaptive Fuzzy Profiles

article

ON THE ROLE OF INTERPRETABILITY IN FUZZY DATA MINING

article

STARDUST: A Novel Process Mining approach to Discover Evolving Models From trace Streams

scientific article published in 2022

Similarity-Based Fuzzy Clustering for User Profiling

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