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Francesco Marcelloni

Francesco Marcelloni

D-Index & Metrics

Computer Science

D-Index
43
Citations
8074
World Ranking
7969
National Ranking
210

Overview

Francesco Marcelloni is affiliated with the University of Pisa in Italy and has published extensively in the field of Computer Science, with a focus on Artificial Intelligence. Their research spans several subfields, including Information Systems, Computer Networks and Communications, Sociology and Political Science, and Electrical and Electronic Engineering.

Their work covers diverse topics, notably:

  • Privacy-Preserving Technologies in Data
  • Explainable Artificial Intelligence (XAI)
  • Misinformation and Its Impacts
  • Data Stream Mining Techniques
  • Spam and Phishing Detection
  • Network Security and Intrusion Detection
  • Machine Learning and Data Classification

Marcelloni has contributed to recent papers that reflect their research focus and collaboration network. These include:

  • "Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy" (2020, Human Vaccines & Immunotherapeutics)
  • "Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking" (2022, Information)
  • "TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams" (2020, IEEE Transactions on Fuzzy Systems)
  • "Exploring the relations between supply chain performance and organizational culture: A fuzzy grey group decision model" (2020, International Journal of Production Economics)
  • "The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G" (2023, IEEE Access)

Their frequent co-authors include:

  • Pietro Ducange (31 publications)
  • Alessandro Renda (27 publications)
  • José Luis Corcuera Bárcena (14 publications)
  • Alessio Bechini (13 publications)
  • Alessandro Bondielli (12 publications)

Marcelloni's research outputs are published mainly in venues such as:

  • Zenodo (CERN European Organization for Nuclear Research) with 7 publications
  • IEEE Access with 6 publications
  • 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) with 2 publications
  • Expert Systems with Applications with 2 publications
  • SSRN Electronic Journal with 2 publications

The areas of study and breadth of publications indicate an emphasis on applying artificial intelligence methods to complex systems, with a notable interest in explainability and security in emerging technological ecosystems like 6G networking. The mix of interdisciplinary topics also reflects integration of social science perspectives, particularly in areas dealing with misinformation and public opinion monitoring.

Best Publications

  • A survey on fake news and rumour detection techniques

    Alessandro Bondielli;Alessandro Bondielli;Francesco Marcelloni

  • Real-Time Detection of Traffic From Twitter Stream Analysis

    Eleonora D'Andrea;Pietro Ducange;Beatrice Lazzerini;Francesco Marcelloni

  • Patterns and technologies for enabling supply chain traceability through collaborative e-business

    Alessio Bechini;Mario G. C. A. Cimino;Francesco Marcelloni;Andrea Tomasi

  • A Simple Algorithm for Data Compression in Wireless Sensor Networks

    F. Marcelloni;M. Vecchio

  • Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?

    Alberto Fernandez;Francisco Herrera;Oscar Cordon;Maria Jose del Jesus

  • Detection of traffic congestion and incidents from GPS trace analysis

    Eleonora D'Andrea;Francesco Marcelloni

  • An Efficient Lossless Compression Algorithm for Tiny Nodes of Monitoring Wireless Sensor Networks

    Francesco Marcelloni;Massimo Vecchio

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

    R. Alcala;P. Ducange;F. Herrera;B. Lazzerini

  • A genetic algorithm for generating optimal assembly plans

    Beatrice Lazzerini;Francesco Marcelloni

  • Monitoring the public opinion about the vaccination topic from tweets analysis

    Eleonora D'Andrea;Pietro Ducange;Alessio Bechini;Alessandro Renda;Alessandro Renda

  • On Distributed Fuzzy Decision Trees for Big Data

    Armando Segatori;Francesco Marcelloni;Witold Pedrycz

  • Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization

    Francesco Marcelloni;Massimo Vecchio

  • A MapReduce solution for associative classification of big data

    Alessio Bechini;Francesco Marcelloni;Armando Segatori

  • Generation of Optimized Assembly Sequences Using Genetic Algorithms

    G. Dini;F. Failli;B. Lazzerini;F. Marcelloni

  • An intelligent system for detecting faults in photovoltaic fields

    Pietro Ducange;Michela Fazzolari;Beatrice Lazzerini;Francesco Marcelloni

  • A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems

    Marco Cococcioni;Pietro Ducange;Beatrice Lazzerini;Francesco Marcelloni

  • Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index

    Alessio Botta;Beatrice Lazzerini;Francesco Marcelloni;Dan C. Stefanescu

  • Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification

    Michela Antonelli;Dario Bernardo;Hani Hagras;Francesco Marcelloni

  • Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets

    Pietro Ducange;Beatrice Lazzerini;Francesco Marcelloni

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

    Lara Tavoschi;Filippo Quattrone;Eleonora D'Andrea;Pietro Ducange

Frequent Co-Authors

Beatrice Lazzerini
Beatrice Lazzerini University of Pisa
Bedir Tekinerdogan
Bedir Tekinerdogan Wageningen University & Research
Witold Pedrycz
Witold Pedrycz University of Alberta
Francisco Herrera
Francisco Herrera University of Granada
Giuseppe Anastasi
Giuseppe Anastasi University of Pisa
Ajith Abraham
Ajith Abraham Sai University
Vincenzo Loia
Vincenzo Loia University of Salerno
Hani Hagras
Hani Hagras University of Essex
Oscar Cordón
Oscar Cordón University of Granada
Danilo De Rossi
Danilo De Rossi University of Pisa

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