Gianluca Bonifazi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 27

Top Topics

Convolutional Neural Networks

Network Analysis

Top Venues

Soc. Netw. Anal. Min.

Big Data Cogn. Comput.

Publications

Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili
Representation, detection and usage of the content semantics of comments in a social platform. J. Inf. Sci. 50 (2) (2024)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
A network analysis-based framework to understand the representation dynamics of graph neural networks. Neural Comput. Appl. 36 (4) (2024)
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino
Evaluating status and value assortativity in Threads. SEBD (2024)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili
A model-agnostic, network theory-based framework for supporting XAI on classifiers. Expert Syst. Appl. 241 (2024)
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks. Cogn. Comput. 15 (1) (2023)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili
NT4XAI: a Framework Exploiting Network Theory to Support XAI on Classifiers. SEBD (2023)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Daniele Montella, Simone Scarponi, Domenico Ursino, Luca Virgili
Performing Wash Trading on NFTs: Is the Game Worth the Candle? Big Data Cogn. Comput. 7 (1) (2023)
Alessia Amelio, Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
DLE4FC: a Deep Learning Ensemble to Identify Fabric Colors. SEBD (2023)
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
Modeling, Evaluating, and Applying the eWoM Power of Reddit Posts. Big Data Cogn. Comput. 7 (1) (2023)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Edoardo Giannelli, Michele Marchetti, Domenico Ursino, Luca Virgili
A multilayer network-based framework for investigating the evolution and resilience of multimodal social networks. Soc. Netw. Anal. Min. 14 (1) (2023)
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
A Social Network Analysis-based approach to investigate user behaviour during a cryptocurrency speculative bubble. J. Inf. Sci. 49 (4) (2023)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
An Ex-post Analysis of the Phenomenon of Wash Trading on NFTs. SEBD (2023)
Alessia Amelio, Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
Representation and compression of Residual Neural Networks through a multilayer network based approach. Expert Syst. Appl. 215 (2023)
Alessia Amelio, Gianluca Bonifazi, Domenico Ursino, Luca Virgili
A Multilayer Network-Based Approach for Interpreting and Compressing Convolutional Neural Networks. ERCIM News 2023 (134) (2023)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili
A framework for investigating the dynamics of user and community sentiments in a social platform. Data Knowl. Eng. 146 (2023)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Luigi Sciarretta, Domenico Ursino, Luca Virgili
A Space-Time Framework for Sentiment Scope Analysis in Social Media. Big Data Cogn. Comput. 6 (4) (2022)
Gianluca Bonifazi, Bernardo Breve, Stefano Cirillo, Enrico Corradini, Luca Virgili
Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach. Inf. Process. Manag. 59 (6) (2022)
Gianluca Bonifazi, Silvia Cecchini, Enrico Corradini, Lorenzo Giuliani, Domenico Ursino, Luca Virgili
Extracting time patterns from the lifespans of TikTok challenges to characterize non-dangerous and dangerous ones. Soc. Netw. Anal. Min. 12 (1) (2022)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili
A Network-based Model and a Related Approach to Represent and Handle the Semantics of Comments in a Social Network. SEBD (2022)
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
New Approaches to Extract Information From Posts on COVID-19 Published on Reddit. Int. J. Inf. Technol. Decis. Mak. 21 (5) (2022)
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili, Emiliano Anceschi, Massimo Callisto De Donato
A machine learning based sentient multimedia framework to increase safety at work. Multim. Tools Appl. 81 (1) (2022)
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Simone Di Saverio, Michele Marchetti, Domenico Ursino, Luca Virgili
Defining a deep neural network ensemble for identifying fabric colors. Appl. Soft Comput. 130 (2022)
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Alberto Pierini, Giorgio Terracina, Domenico Ursino, Luca Virgili
An approach to detect backbones of information diffusers among different communities of a social platform. Data Knowl. Eng. 140 (2022)
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
Defining user spectra to classify Ethereum users based on their behavior. J. Big Data 9 (1) (2022)
Gianluca Bonifazi, Silvia Cecchini, Enrico Corradini, Lorenzo Giuliani, Domenico Ursino, Luca Virgili
Correction to: Extracting time patterns from the lifespans of TikTok challenges to characterize non‑dangerous and dangerous ones. Soc. Netw. Anal. Min. 12 (1) (2022)
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
Mapping and Compressing a Convolutional Neural Network through a Multilayer Network. SEBD (2022)
Gianluca Bonifazi, Enrico Corradini, Gianluca Porcino, Alessandro Scopelliti, Domenico Ursino, Luca Virgili
Applying Generative Adversarial Networks to perform gaze path prediction in websites (Discussion Paper). SEBD (2021)