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2020 – today
- 2024
[b1]Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Riccardo Cantini
, Alessio Orsino:
Programming Big Data Applications - Scalable Tools and Frameworks for Your Needs. WorldScientific 2024, ISBN 9781800615045, pp. 1-296- [j16]Loris Belcastro, Jesús Carretero, Domenico Talia:
Edge-Cloud Solutions for Big Data Analysis and Distributed Machine Learning - 1. Future Gener. Comput. Syst. 159: 323-326 (2024) - [j15]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): 11741-11761 (2024) - [c13]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: 576-582 - [c12]Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Aleandro Presta, Andrea Vinci:
Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum. WMNC 2024: 88-93 - [i1]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. CoRR abs/2401.17477 (2024) - 2023
- [j14]Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. IEEE Access 11: 38864-38874 (2023) - [j13]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): 542 (2023) - [c11]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: 338-344 - [d2]Salvatore Giampà, Loris Belcastro, Domenico Talia:
eflows4hpc/parsoda: v1.0.0. Version 1.0.0. Zenodo, 2023 [all versions]
- [d1]Salvatore Giampà, Loris Belcastro, Domenico Talia:
eflows4hpc/ParSoDA-Py: v1.2.1. Version v1.2.1. Zenodo, 2023 [all versions] - 2022
- [j12]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Programming big data analysis: principles and solutions. J. Big Data 9(1): 4 (2022) - [j11]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): 83 (2022) - 2021
- [j10]Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows. IEEE Access 9: 47354-47364 (2021) - [j9]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) - [j8]Loris Belcastro, Fabrizio Marozzo, Emanuele Perrella:
Automatic detection of user trajectories from social media posts. Expert Syst. Appl. 186: 115733 (2021) - [j7]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): 79 (2021) - [c10]Loris Belcastro, Alberto Falcone, Alfredo Garro, Fabrizio Marozzo:
Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments. DS-RT 2021: 1-8 - 2020
- [j6]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Learning Political Polarization on Social Media Using Neural Networks. IEEE Access 8: 47177-47187 (2020) - [c9]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Cloud Computing for Enabling Big Data Analysis. CLOSER (Selected Papers) 2020: 84-109
2010 – 2019
- 2019
- [j5]Loris Belcastro, Fabrizio Marozzo, Paolo Trunfio:
A scalable middleware for context-aware mobile applications. Int. J. Ad Hoc Ubiquitous Comput. 31(2): 112-122 (2019) - [j4]Loris Belcastro, Fabrizio Marozzo, Domenico Talia:
Programming models and systems for Big Data analysis. Int. J. Parallel Emergent Distributed Syst. 34(6): 632-652 (2019) - [j3]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
ParSoDA: high-level parallel programming for social data mining. Soc. Netw. Anal. Min. 9(1): 4:1-4:19 (2019) - [c8]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users. ALGOCLOUD 2019: 15-24 - [c7]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: 452-463 - [c6]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Discovering Political Polarization on Social Media: A Case Study. SKG 2019: 182-189 - [r2]Loris Belcastro, Fabrizio Marozzo:
Workflow Systems for Big Data Analysis. Encyclopedia of Big Data Technologies 2019 - [r1]Fabrizio Marozzo, Loris Belcastro:
Cloud Computing for Big Data Analysis. Encyclopedia of Big Data Technologies 2019 - 2018
- [j2]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): 27:1-27:22 (2018) - 2017
- [c5]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops 2017: 483-495 - [c4]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
A Parallel Library for Social Media Analytics. HPCS 2017: 683-690 - [p1]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Big Data Analysis on Clouds. Handbook of Big Data Technologies 2017: 101-142 - 2016
- [j1]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Using Scalable Data Mining for Predicting Flight Delays. ACM Trans. Intell. Syst. Technol. 8(1): 5:1-5:20 (2016) - [c3]Loris Belcastro, Giulio Di Lieto, Marco Lackovic, Fabrizio Marozzo, Paolo Trunfio:
Geocon: A Middleware for Location-Aware Ubiquitous Applications. ICA3PP Workshops 2016: 234-243 - 2014
- [c2]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Programming Visual and Script-based Big Data Analytics Workflows on Clouds. High Performance Computing Workshop 2014: 18-31 - 2011
- [c1]Mauro Tropea, Fiore Veltri, Floriano De Rango, Amilcare F. Santamaria, Loris Belcastro:
Two Step Based QoS Scheduler for DVB-S2 Satellite System. ICC 2011: 1-5
Coauthor Index
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