Loris Belcastro

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Automatic Detection

Cloud Computing

Top Venues

Soc. Netw. Anal. Min.

Euro-Par Workshops

Publications

Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. CoRR (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)
Loris Belcastro, Jesús Carretero, Domenico Talia
Edge-Cloud Solutions for Big Data Analysis and Distributed Machine Learning - 1. Future Gener. Comput. Syst. 159 (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)
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)
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)
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)
Loris Belcastro, Fabrizio Marozzo, Emanuele Perrella
Automatic detection of user trajectories from social media posts. Expert Syst. Appl. 186 (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)
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)
Loris Belcastro, Alberto Falcone, Alfredo Garro, Fabrizio Marozzo
Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments. DS-RT (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)
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)
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)
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)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
A Parallel Library for Social Media Analytics. HPCS (2017)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops (2017)
Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio
Geocon: A Middleware for Location-Aware Ubiquitous Applications. ICA3PP Workshops (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)
Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio
Programming Visual and Script-based Big Data Analytics Workflows on Clouds. High Performance Computing Workshop (2014)
Mauro Tropea, Fiore Veltri, Floriano De Rango, Amilcare F. Santamaria, Loris Belcastro
Two Step Based QoS Scheduler for DVB-S2 Satellite System. ICC (2011)