Michela Fazzolari

34 papers B 4C 1Journal 14Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors.
Evol. Syst.
Giovanni Panella, Pietro Ducange, Manuele Bettelli, Filippo Vurro, Michela Janni, Michela Fazzolari, Riccardo Pecori
2025 — conf
An Explainable Brain Tumor Classification System based on Fuzzy Decision Trees.
FUZZ
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini
2025 B conf
Leveraging Explainability of AI-Based Intrusion Detection Systems in a Federated Environment.
IJCNN
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico
2024 — conf
An Explainable Smart Agriculture System based on In- Vivo Biosensors.
FUZZ
Riccardo Pecori, Giovanni Panella, Filippo Vurro, Manuele Bettelli, Michela Fazzolari, Pietro Ducange
2024 — conf
Continuous Monitoring of Body Shaming Actions in Social Networks.
EAIS
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Martina Marino, Roberta Matrella
2024 — conf
Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification.
HICSS
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni
2024 — conf
Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System.
EAIS
Giovanni Panella, Pietro Ducange, Manuele Bettelli, Filippo Vurro, Michela Fazzolari, Riccardo Pecori
2023 B conf
AMOE: A Tool to Automatically Extract and Assess Organizational Evidence for Continuous Cloud Audit.
DBSec
Franz Deimling, Michela Fazzolari
2023 J jnl
AMOE: a Tool to Automatically Extract and Assess Organizational Evidence for Continuous Cloud Audit.
CoRR
Franz Deimling, Michela Fazzolari
2023 — conf
An Explainable Intrusion Detection System for IoT Networks.
FUZZ
Michela Fazzolari, Pietro Ducange, Francesco Marcelloni
2023 — conf
Leveraging Explainable AI Methods and Tools for Educational Data.
HELMeTO
Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza
2022 — conf
An Explainable and Evolving Car Driver Identification System based on Decision Trees.
EAIS
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022 — conf
Fuzzy Hoeffding Decision Trees for Learning Analytics.
OLUD@WCCI
Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022 — conf
Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees.
HELMeTO
Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2021 J jnl
Experience: Improving Opinion Spam Detection by Cumulative Relative Frequency Distribution.
ACM J. Data Inf. Qual.
Michela Fazzolari, Francesco Buccafurri, Gianluca Lax, Marinella Petrocchi
2020 J jnl
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification.
J. Big Data
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni
2020 — conf
Emotions and Interests of Evolving Twitter Bots.
EAIS
Michela Fazzolari, Manuel Pratelli, Fabio Martinelli, Marinella Petrocchi
2020 J jnl
Improving Opinion Spam Detection by Cumulative Relative Frequency Distribution.
CoRR
Michela Fazzolari, Francesco Buccafurri, Gianluca Lax, Marinella Petrocchi
2020 — conf
Presente Digitale: An Online Education System for Teachers.
HELMeTO
Michela Fazzolari, Stefania Fabbri, Ilaria Matteucci, Marinella Petrocchi, Anna Vaccarelli
2019 J jnl
An effective Decision Support System for social media listening based on cross-source sentiment analysis models.
Eng. Appl. Artif. Intell.
Pietro Ducange, Michela Fazzolari, Marinella Petrocchi, Massimo Vecchio
2018 J jnl
A study on online travel reviews through intelligent data analysis.
J. Inf. Technol. Tour.
Michela Fazzolari, Marinella Petrocchi
2018 — conf
Contrasting Fake Reviews in TripAdvisor.
SEBD
Francesco Buccafurri, Michela Fazzolari, Gianluca Lax, Marinella Petrocchi
2018 — conf
Predicting Online Review Scores Across Reviewer Categories.
IDEAL (1)
Michela Fazzolari, Marinella Petrocchi, Angelo Spognardi
2017 J jnl
A Study on Text-Score Disagreement in Online Reviews.
Cogn. Comput.
Michela Fazzolari, Vittoria Cozza, Marinella Petrocchi, Angelo Spognardi
2017 J jnl
A study on text-score disagreement in online reviews.
CoRR
Michela Fazzolari, Vittoria Cozza, Marinella Petrocchi, Angelo Spognardi
2017 B conf
Mining Worse and Better Opinions - Unsupervised and Agnostic Aggregation of Online Reviews.
ICWE
Michela Fazzolari, Marinella Petrocchi, Alessandro Tommasi, Cesare Zavattari
2017 J jnl
Mining Worse and Better Opinions. Unsupervised and Agnostic Aggregation of Online Reviews.
CoRR
Michela Fazzolari, Marinella Petrocchi, Alessandro Tommasi, Cesare Zavattari
2015 J jnl
Adaptive management of applications across multiple clouds: The SeaClouds Approach.
CLEI Electron. J.
Antonio Brogi, Jose Carrasco, Javier Cubo, Elisabetta Di Nitto, Francisco Durán, Michela Fazzolari, Ahmad Ibrahim, Ernesto Pimentel, Jacopo Soldani, Pengwei Wang, Francesco D'Andria
2014 J jnl
A multi-objective evolutionary method for learning granularities based on fuzzy discretization to improve the accuracy-complexity trade-off of fuzzy rule-based classification systems: D-MOFARC algorithm.
Appl. Soft Comput.
Michela Fazzolari, Rafael Alcalá, Francisco Herrera
2013 J jnl
A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions.
IEEE Trans. Fuzzy Syst.
Michela Fazzolari, Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
2013 J jnl
A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off.
Knowl. Based Syst.
Michela Fazzolari, Bruno Giglio, Rafael Alcalá, Francesco Marcelloni, Francisco Herrera
2013 — conf
Improving a fuzzy association rule-based classification model by granularity learning based on heuristic measures over multiple granularities.
GEFS
Michela Fazzolari, Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
2012 B conf
A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers.
FUZZ-IEEE
Bruno Giglio, Francesco Marcelloni, Michela Fazzolari, Rafael Alcalá, Francisco Herrera
2011 C conf
An intelligent system for detecting faults in photovoltaic fields.
ISDA
Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni