Fabrizio Marozzo

Most-cited papers

Analyzing polarization of social media users and news sites during political campaigns
Fabrizio Marozzo, Alessandro Bessi
2017Social Network Analysis and Mining109 citations
Semantic Scholar
Using Scalable Data Mining for Predicting Flight Delays
Loris Belcastro, Fabrizio Marozzo, D. Talia, Paolo Trunfio
2016ACM Transactions on Intelligent Systems and Technology105 citations
Semantic Scholar
A Workflow Management System for Scalable Data Mining on Clouds
Fabrizio Marozzo, D. Talia, Paolo Trunfio
2018IEEE Transactions on Services Computing86 citations
Semantic Scholar
Learning Political Polarization on Social Media Using Neural Networks
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, D. Talia +1 more
2020IEEE Access65 citations Open access
Semantic Scholar
Programming big data analysis: principles and solutions
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, A. Orsino +2 more
2022Journal of Big Data62 citations Open access
Semantic Scholar
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence
J. Ejarque, Rosa M. Badia, L. Albertin, G. Aloisio +33 more
2022Future generations computer systems61 citations Open access
Semantic Scholar
Programming models and systems for Big Data analysis
Loris Belcastro, Fabrizio Marozzo, D. Talia
2019Int. J. Parallel Emergent Distributed Syst.44 citations
Semantic Scholar
Trajectory Pattern Mining for Urban Computing in the Cloud
Albino Altomare, Eugenio Cesario, C. Comito, Fabrizio Marozzo +1 more
2017IEEE Transactions on Parallel and Distributed Systems44 citations
Semantic Scholar
Data Analysis in the Cloud.
D. Talia, Paolo Trunfio, Fabrizio Marozzo
201543 citations
Semantic Scholar
Harnessing prompt-based large language models for disaster monitoring and automated reporting from social media feedback
Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo, Domenico Talia +1 more
2025Online Soc. Networks Media42 citations Open access
Semantic Scholar
Using social media for sub-event detection during disasters
Loris Belcastro, Fabrizio Marozzo, D. Talia, Paolo Trunfio +3 more
2021Journal of Big Data38 citations Open access
Semantic Scholar
Analyzing voter behavior on social media during the 2020 US presidential election campaign
Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo +2 more
2022Social Network Analysis and Mining37 citations Open access
Semantic Scholar
JS4Cloud: script‐based workflow programming for scalable data analysis on cloud platforms
Fabrizio Marozzo, D. Talia, Paolo Trunfio
2015Concurrency and Computation37 citations
Semantic Scholar
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning
Loris Belcastro, Fabrizio Marozzo, A. Orsino, D. Talia +1 more
2023IEEE Access34 citations Open access
Semantic Scholar
Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport
Francesco Branda, Fabrizio Marozzo, D. Talia
2020Big Data and Cognitive Computing33 citations Open access
Semantic Scholar
Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation on Microblogs
Riccardo Cantini, Fabrizio Marozzo, G. Bruno, Paolo Trunfio
2021ACM Transactions on Knowledge Discovery from Data32 citations
Semantic Scholar
Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data
Loris Belcastro, D. Carbone, Cristian Cosentino, Fabrizio Marozzo +1 more
2023Algorithms29 citations Open access
Semantic Scholar
Navigating the Edge-Cloud Continuum: A State-of-Practice Survey
Loris Belcastro, Fabrizio Marozzo, A. Orsino, Domenico Talia +1 more
2025IEEE Access28 citations Open access
Semantic Scholar
SMA4TD: A social media analysis methodology for trajectory discovery in large-scale events
Eugenio Cesario, Fabrizio Marozzo, D. Talia, Paolo Trunfio
2017Online Soc. Networks Media27 citations
Semantic Scholar
Big Data Analysis on Clouds
Loris Belcastro, Fabrizio Marozzo, D. Talia, Paolo Trunfio
2017Handbook of Big Data Technologies24 citations
Semantic Scholar
Analyzing Political Polarization on Social Media by Deleting Bot Spamming
Riccardo Cantini, Fabrizio Marozzo, D. Talia, Paolo Trunfio
2022Big Data and Cognitive Computing23 citations Open access
Semantic Scholar
Analyzing social media data to discover mobility patterns at EXPO 2015: Methodology and results
Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, F. Morello +4 more
2016International Symposium on High Performance Computing Systems and Applications23 citations
Semantic Scholar
Following soccer fans from geotagged tweets at FIFA World Cup 2014
Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta +4 more
2015International Conference on Spatial Data Mining and Geographical Knowledge Services23 citations
Semantic Scholar
Edge Computing Solutions for Distributed Machine Learning
Fabrizio Marozzo, A. Orsino, D. Talia, Paolo Trunfio
20222022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)19 citations
Semantic Scholar
Knowledge Discovery from Large Amounts of Social Media Data
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo
2022Applied Sciences18 citations Open access
Semantic Scholar
A data‐aware scheduling strategy for workflow execution in clouds
Fabrizio Marozzo, Francisco Rodrigo Duro, J. García-Blas, J. Carretero +2 more
2017Concurrency and Computation18 citations
Semantic Scholar
A Weighted Artificial Bee Colony algorithm for influence maximization
Riccardo Cantini, Fabrizio Marozzo, S. Mazza, D. Talia +1 more
2021Online Soc. Networks Media15 citations
Semantic Scholar
ParSoDA: high-level parallel programming for social data mining
Loris Belcastro, Fabrizio Marozzo, D. Talia, Paolo Trunfio
2018Social Network Analysis and Mining15 citations
Semantic Scholar
Unmasking deception: a topic-oriented multimodal approach to uncover false information on social media
Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo +1 more
2025Machine-mediated learning14 citations Open access
Semantic Scholar
Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT
Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo +1 more
2023IFIP Working Conference on Database Semantics14 citations
Semantic Scholar
Automatic detection of user trajectories from social media posts
Loris Belcastro, Fabrizio Marozzo, Emanuele Perrella
2021Expert systems with applications14 citations
Semantic Scholar
Discovering Mobility Patterns of Instagram Users through Process Mining Techniques
C. Diamantini, Laura Genga, Fabrizio Marozzo, D. Potena +1 more
2017IEEE International Conference on Information Reuse and Integration14 citations
Semantic Scholar
Detecting mental disorder on social media: A ChatGPT-augmented explainable approach
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia +1 more
2025Online Soc. Networks Media12 citations Open access
Semantic Scholar
Exploiting in-memory storage for improving workflow executions in cloud platforms
Francisco Rodrigo Duro, Fabrizio Marozzo, J. García-Blas, D. Talia +1 more
2016Journal of Supercomputing11 citations
Semantic Scholar
Block size estimation for data partitioning in HPC applications using machine learning techniques
Riccardo Cantini, Fabrizio Marozzo, A. Orsino, D. Talia +4 more
2022Journal of Big Data10 citations Open access
Semantic Scholar
Parallel extraction of Regions‐of‐Interest from social media data
Loris Belcastro, Mohand Tahar Kechadi, Fabrizio Marozzo, Luca Pastore +2 more
2020Concurrency and Computation10 citations Open access
Semantic Scholar
Infrastructures for High-Performance Computing: Cloud Infrastructures
Fabrizio Marozzo
2019Encyclopedia of Bioinformatics and Computational Biology10 citations
Semantic Scholar
Multi-dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models
Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo
2024Artificial Intelligence Applications and Innovations9 citations Open access
Semantic Scholar
A Novel Data-Centric Programming Model for Large-Scale Parallel Systems
D. Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro +11 more
2019Euro-Par Workshops9 citations
Semantic Scholar
Discovering Political Polarization on Social Media: A Case Study
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, D. Talia +1 more
2019International Conference on Semantics, Knowledge and Grid9 citations
Semantic Scholar
Empowering Efficient Drone Monitoring with Low-Latency Edge-Cloud Continuum Platforms
Loris Belcastro, Cristian Cosentino, Fabrizio Marozzo, Aleandro Presta +1 more
2025International Euromicro Conference on Parallel, Distributed and Network-Based Processing8 citations
Semantic Scholar
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, D. Talia +1 more
2024arXiv.org8 citations
Semantic Scholar
G-RoI
Loris Belcastro, Fabrizio Marozzo, D. Talia, Paolo Trunfio
2018ACM Transactions on Knowledge Discovery from Data8 citations
Semantic Scholar
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI
Hugo Georgenthum, Cristian Cosentino, Fabrizio Marozzo, Pietro Liò
2025arXiv.org7 citations
Semantic Scholar
Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems
Fabrizio Marozzo, D. Talia
2023Big Data and Cognitive Computing7 citations Open access
Semantic Scholar
Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility
Loris Belcastro, Fabrizio Marozzo, A. Orsino, D. Talia +1 more
2023International Euromicro Conference on Parallel, Distributed and Network-Based Processing7 citations
Semantic Scholar
Cloud Computing for Big Data Analysis
Fabrizio Marozzo, Loris Belcastro
2022Encyclopedia of Big Data Technologies7 citations
Semantic Scholar
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows
Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, D. Talia +1 more
2021IEEE Access7 citations Open access
Semantic Scholar
M3AT: Monitoring Agents Assignment Model for Data-Intensive Applications
V. Kashansky, Dragi Kimovski, R. Prodan, Prateek Agrawal +4 more
2020International Euromicro Conference on Parallel, Distributed and Network-Based Processing7 citations
Semantic Scholar
Evaluating data caching techniques in DMCF workﬂows using Hercules
Francisco Rodrigo Duro, Fabrizio Marozzo, J. G. Blas, J. Carretero +2 more
20157 citations
Semantic Scholar