Fabrizio Marozzo

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 63

Top Topics

Machine Learning

Top Venues

Concurr. Comput. Pract. Exp.

Soc. Netw. Anal. Min.

Publications

Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. CoRR (2024)
Vladislav Kashansky, Sara Agha Hossein Kashani, Javier García Blas, Fabrizio Marozzo, Hai Zhuge, Xiaoping Sun
An Innovative Control Approach for Cyber-Physical Transportation Systems: The Case of Monte-Carlo Workflow Computations. PDP (2024)
Loris Belcastro, Salvatore Giampà, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Nihad Mammadli
Boosting HPC data analysis performance with the ParSoDA-Py library. J. Supercomput. 80 (8) (2024)
Fabrizio Marozzo, Andrea Vinci
Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum. DCOSS-IoT (2024)
Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Domenico Talia
A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum. DCOSS-IoT (2024)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa
Block size estimation for data partitioning in HPC applications using machine learning techniques. J. Big Data 11 (1) (2024)
Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo
Multi-dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models. AIAI (2) (2024)
Fabrizio Marozzo, Domenico Talia
Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems. Big Data Cogn. Comput. 7 (2) (2023)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. DCOSS-IoT (2023)
Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia
Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. DS (2023)
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. IEEE Access 11 (2023)
Loris Belcastro, Domenico Carbone, Cristian Cosentino, Fabrizio Marozzo, Paolo Trunfio
Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data. Algorithms 16 (12) (2023)
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. PDP (2023)
Vladislav Kashansky, Sara Agha Hossein Kashani, Hai Zhuge, Javier García Blas, Fabrizio Marozzo
Intelligent and Sustainable Transportation through Multi-Objective Model for the Logistic Route-Order Dispatching System. GoodIT (2023)
Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Analyzing voter behavior on social media during the 2020 US presidential election campaign. Soc. Netw. Anal. Min. 12 (1) (2022)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Edge Computing Solutions for Distributed Machine Learning. DASC/PiCom/CBDCom/CyberSciTech (2022)
Riccardo Cantini, Fabrizio Marozzo
Topic Detection and Tracking in Social Media Platforms. PerSOM (2022)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Programming big data analysis: principles and solutions. J. Big Data 9 (1) (2022)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez
Block size estimation for data partitioning in HPC applications using machine learning techniques. CoRR (2022)
Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. Future Gener. Comput. Syst. 134 (2022)
Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. CoRR (2022)
Riccardo Cantini, Fabrizio Marozzo, Giovanni Bruno, Paolo Trunfio
Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation on Microblogs. ACM Trans. Knowl. Discov. Data 16 (2) (2022)
Javier García-Blas, Javier Fernández Muñoz, Jesús Carretero, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Alberto Fernández-Pena, Daniel Martín de Blas
Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model. SBAC-PAD (2022)
Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Analyzing Political Polarization on Social Media by Deleting Bot Spamming. Big Data Cogn. Comput. 6 (1) (2022)
Loris Belcastro, Fabrizio Marozzo, Emanuele Perrella
Automatic detection of user trajectories from social media posts. Expert Syst. Appl. 186 (2021)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines. Future Internet 13 (5) (2021)
Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows. IEEE Access 9 (2021)
Alessandro Barbieri, Fabrizio Marozzo, Claudio Savaglio
IoT platforms and services configuration through parameter sweep: a simulation-based approach. SMC (2021)
Loris Belcastro, M. Tahar Kechadi, Fabrizio Marozzo, Luca Pastore, Domenico Talia, Paolo Trunfio
Parallel extraction of Regions-of-Interest from social media data. Concurr. Comput. Pract. Exp. 33 (8) (2021)
Riccardo Cantini, Fabrizio Marozzo, Silvio Mazza, Domenico Talia, Paolo Trunfio
A Weighted Artificial Bee Colony algorithm for influence maximization. Online Soc. Networks Media 26 (2021)
Raphael Y. de Camargo, Fabrizio Marozzo, Wellington Martins
Computer architecture and high performance computing. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Loris Belcastro, Alberto Falcone, Alfredo Garro, Fabrizio Marozzo
Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments. DS-RT (2021)
Dragi Kimovski, Roland Mathá, Gabriel Iuhasz, Fabrizio Marozzo, Dana Petcu, Radu Prodan
Autotuning of Exascale Applications With Anomalies Detection. Frontiers Big Data 4 (2021)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran
Using social media for sub-event detection during disasters. J. Big Data 8 (1) (2021)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio
A visual tool for reducing returns in e-commerce platforms. RTSI (2021)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Cloud Computing for Enabling Big Data Analysis. CLOSER (Selected Papers) (2020)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Learning Political Polarization on Social Media Using Neural Networks. IEEE Access 8 (2020)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A sleep-and-wake technique for reducing energy consumption in BitTorrent networks. Concurr. Comput. Pract. Exp. 32 (14) (2020)
Francesco Branda, Fabrizio Marozzo, Domenico Talia
Discovering Travelers' Purchasing Behavior from Public Transport Data. LOD (1) (2020)
Vladislav Kashansky, Dragi Kimovski, Radu Prodan, Prateek Agrawal, Fabrizio Marozzo, Gabriel Iuhasz, Marek Justyna, Javier García-Blas
M3AT: Monitoring Agents Assignment Model for Data-Intensive Applications. PDP (2020)
Francesco Branda, Fabrizio Marozzo, Domenico Talia
Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport. Big Data Cogn. Comput. 4 (4) (2020)
Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio
A scalable middleware for context-aware mobile applications. Int. J. Ad Hoc Ubiquitous Comput. 31 (2) (2019)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Discovering Political Polarization on Social Media: A Case Study. SKG (2019)
Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier García Blas, David del Rio Astorga, Philippe Couvée, Gaël Goret, Lionel Vincent, Alberto Fernández-Pena, Daniel Martín de Blas, Mirko Nardi, Teresa Pizzuti, Adrian F. Spataru, Marek Justyna
A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. Euro-Par Workshops (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia
Programming models and systems for Big Data analysis. Int. J. Parallel Emergent Distributed Syst. 34 (6) (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users. ALGOCLOUD (2019)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
ParSoDA: high-level parallel programming for social data mining. Soc. Netw. Anal. Min. 9 (1) (2019)
Fabrizio Marozzo, Alessandro Bessi
Analyzing polarization of social media users and news sites during political campaigns. Soc. Netw. Anal. Min. 8 (1) (2018)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data. ACM Trans. Knowl. Discov. Data 12 (3) (2018)
Fabrizio Marozzo, Francesco Marzano, Domenico Talia, Paolo Trunfio
BitTorrentSW: A Sleep-and-Wake Approach to Reduce Energy Consumption in BitTorrent Networks. HPCS (2018)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Workflow Management System for Scalable Data Mining on Clouds. IEEE Trans. Serv. Comput. 11 (3) (2018)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Parallel Library for Social Media Analytics. HPCS (2017)
Eugenio Cesario, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
SMA4TD: A social media analysis methodology for trajectory discovery in large-scale events. Online Soc. Networks Media (2017)
Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia
Trajectory Pattern Mining for Urban Computing in the Cloud. IEEE Trans. Parallel Distributed Syst. 28 (2) (2017)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops (2017)
Fabrizio Marozzo, Francisco Rodrigo Duro, Francisco Javier García Blas, Jesús Carretero, Domenico Talia, Paolo Trunfio
Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows. HPCS (2017)
Claudia Diamantini, Laura Genga, Fabrizio Marozzo, Domenico Potena, Paolo Trunfio
Discovering Mobility Patterns of Instagram Users through Process Mining Techniques. IRI (2017)
Fabrizio Marozzo, Francisco Rodrigo Duro, Francisco Javier García Blas, Jesús Carretero, Domenico Talia, Paolo Trunfio
A data-aware scheduling strategy for workflow execution in clouds. Concurr. Comput. Pract. Exp. 29 (24) (2017)
Francisco Rodrigo Duro, Fabrizio Marozzo, Francisco Javier García Blas, Domenico Talia, Paolo Trunfio
Exploiting in-memory storage for improving workflow executions in cloud platforms. J. Supercomput. 72 (11) (2016)
Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio
Geocon: A Middleware for Location-Aware Ubiquitous Applications. ICA3PP Workshops (2016)
Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio
Analyzing social media data to discover mobility patterns at EXPO 2015: Methodology and results. HPCS (2016)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Using Scalable Data Mining for Predicting Flight Delays. ACM Trans. Intell. Syst. Technol. 8 (1) (2016)
Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Domenico Talia, Paolo Trunfio
Nubytics: Scalable cloud services for data analysis and prediction. RTSI (2016)
Georges Da Costa, Thomas Fahringer, Juan-Antonio Rico-Gallego, Ivan Grasso, Atanas Hristov, Helen D. Karatza, Alexey L. Lastovetsky, Fabrizio Marozzo, Dana Petcu, Georgios L. Stavrinides, Domenico Talia, Paolo Trunfio, Hrachya V. Astsatryan
Exascale Machines Require New Programming Paradigms and Runtimes. Supercomput. Front. Innov. 2 (2) (2015)
Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio, Carlo Turri
Following soccer fans from geotagged tweets at FIFA World Cup 2014. ICSDM (2015)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
JS4Cloud: script-based workflow programming for scalable data analysis on cloud platforms. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Francesc Lordan, Enric Tejedor, Jorge Ejarque, Roger Rafanell, Javier Álvarez, Fabrizio Marozzo, Daniele Lezzi, Raül Sirvent, Domenico Talia, Rosa M. Badia
ServiceSs: An Interoperable Programming Framework for the Cloud. J. Grid Comput. 12 (1) (2014)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Programming Visual and Script-based Big Data Analytics Workflows on Clouds. High Performance Computing Workshop (2014)
Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia
Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing. HPCC/CSS/ICESS (2014)
Giuseppe Agapito, Mario Cannataro, Pietro Hiram Guzzi, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud. BCB (2013)
Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia
Using Clouds for Smart City Applications. CloudCom (2) (2013)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Scalable script-based data analysis workflows on clouds. WORKS@SC (2013)
Fabrizio Marozzo, Francesc Lordan, Roger Rafanell, Daniele Lezzi, Domenico Talia, Rosa M. Badia
Enabling Cloud Interoperability with COMPSs. Euro-Par (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Using Clouds for Scalable Knowledge Discovery Applications. Euro-Par Workshops (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
P2P-MapReduce: Parallel data processing in dynamic Cloud environments. J. Comput. Syst. Sci. 78 (5) (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Large-Scale Data Analysis on Cloud Systems. ERCIM News 2012 (89) (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Cloud Framework for Big Data Analytics Workflows on Azure. High Performance Computing Workshop (1) (2012)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Cloud Framework for Parameter Sweeping Data Mining Applications. CloudCom (2011)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Framework for Managing MapReduce Applications in Dynamic Distributed Environments. PDP (2011)
Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures. ERCIM News 2010 (83) (2010)