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List of works by Pietro Ducange

A Distributed Fuzzy Associative Classifier for Big Data

scientific article

A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems

scientific article

A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems

scientific article published in October 2009

A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting

scientific article published on 25 April 2022

A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring

scientific article

A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems

scientific article

A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data

scientific article

A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers

scientific article

A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems

scientific article

A novel associative classification model based on a fuzzy frequent pattern mining algorithm

scientific article

An efficient multi-objective evolutionary fuzzy system for regression problems

scientific article

An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets

scientific article

Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison

scientific article

Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems

scientific article

Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems

scientific article

Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems

scientific article

Feature Selection Based on Fuzzy Mutual Information

scientific article

Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach

scientific article

Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index

scientific article

Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework

scientific article

Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity

scientific article

Monitoring the public opinion about the vaccination topic from tweets analysis

scientific article published in 2019

Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection

scientific article

Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems

scientific article

Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers

scientific article

On the influence of feature selection in fuzzy rule-based regression model generation

scientific article

Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy

scientific article published on 02 March 2020

Urban and social sensing for sustainable mobility in smart cities

article

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