Publications @InCollection{chapter-iot-deep-2023, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio}, TITLE = {Deep learning meets smart agriculture: using LSTM networks to handle anomalous and missing sensor data in the compute continuum}, YEAR = {2024}, BOOKTITLE = {Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications}, PAGES = {141-153} } @InCollection{chapter-iot-speaker-2023, AUTHOR = {Orsino, Alessio and Cantini, Riccardo and Marozzo, Fabrizio}, TITLE = {Evaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum}, YEAR = {2024}, BOOKTITLE = {Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications}, PAGES = {155-166} } @Book{big-data-book-big-data, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio and Belcastro, Loris and Cantini, Riccardo and Orsino, Alessio}, TITLE = {Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs}, YEAR = {2024}, PUBLISHER = {World Scientific}, NOTE = {ISBN: 978-1-80061-504-5} } @Article{block-size-HPC-2024, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo and Badia, Rosa M. and Ejarque, Jorge and Vazquez-Novoa, Fernando}, TITLE = {Block size estimation for data partitioning in HPC applications using machine learning techniques}, YEAR = {2024}, JOURNAL = {Journal of Big Data}, VOLUME = {11}, NUMBER = {19} } @InProceedings{multi-class-LLMs-AIAI2024, AUTHOR = {Cantini, Riccardo and Cosentino, Cristian and Marozzo, Fabrizio}, TITLE = {Multi-Dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models}, YEAR = {2024}, BOOKTITLE = {20th International Conference on Artificial Intelligence Applications and Innovations}, NOTE = {To appear} } @InProceedings{false-information-topic-ds23, AUTHOR = {Cantini, Riccardo and Cosentino, Cristian and Kilanioti, Irene and Marozzo, Fabrizio and Talia, Domenico}, TITLE = {Unmasking COVID-19 False Information on Twitter: a Topic-based Approach with BERT}, YEAR = {2023}, BOOKTITLE = {26th International Conference on Discovery Science (DS2023)}, VOLUME = {14276}, PAGES = {126-140} } @Article{HASHET-TKDD-2022, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Bruno, Giovanni and Trunfio, Paolo}, TITLE = {Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs}, YEAR = {2022}, JOURNAL = {ACM Transactions on Knowledge Discovery from Data}, VOLUME = {16}, NUMBER = {2}, PAGES = {1-26}, KEYWORDS = {Big data, Social media analysis} } @Article{big-data-analysis-survey, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Programming Big Data Analysis: Principles and Solutions}, YEAR = {2022}, JOURNAL = {Journal of Big Data}, VOLUME = {9}, NUMBER = {4}, KEYWORDS = {Big data} } @Article{pol2-bot-spam, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Analyzing Political Polarization on Social Media by Deleting Bot Spamming}, YEAR = {2022}, JOURNAL = {Big Data and Cognitive Computing}, VOLUME = {1}, NUMBER = {6} } @Article{kdd-socialdata-22, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio}, TITLE = {Knowledge Discovery From Large Amounts Of Social Media Data}, YEAR = {2022}, JOURNAL = {Applied Sciences}, VOLUME = {12}, NUMBER = {3}, KEYWORDS = {Big data, Social media analysis} } @Article{2020-US-Election-Analysis, AUTHOR = {Belcastro, Loris and Branda, Francesco and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Analyzing voter behavior on social media during the 2020 US presidential election campaign}, YEAR = {2022}, JOURNAL = {Social Network Analysis and Mining} } @InProceedings{topic-det-track-2022, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio}, TITLE = {Topic Detection and Tracking in Social Media Platforms}, YEAR = {2022}, BOOKTITLE = {EAI International Conference on Pervasive knowledge and collective intelligence on Web and Social Media (EAI PerSoM 2022)}, PAGES = {41-56} } @InProceedings{rtsi-ecommerce-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Passarelli, Martina and Trunfio, Paolo}, TITLE = {A visual tool for reducing returns in e-commerce platforms}, YEAR = {2021}, MONTH = {6-9 September}, BOOKTITLE = {6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021)}, PAGES = {474-479}, KEYWORDS = {Big data} } @Article{IIWM-FutureInternet-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines}, YEAR = {2021}, JOURNAL = {Future Internet}, VOLUME = {13}, NUMBER = {5}, KEYWORDS = {Big data} } @Article{WABC-OSNEM-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Mazza, Silvio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Weighted Artificial Bee Colony Algorithm for Influence Maximization}, YEAR = {2021}, JOURNAL = {Online Social Networks and Media}, VOLUME = {26}, PAGES = {100167} } @Article{iom-nn-ieee-access, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Learning Political Polarization on Social Media using Neural Networks}, YEAR = {2020}, JOURNAL = {IEEE Access}, VOLUME = {8}, NUMBER = {1}, PAGES = {47177-47187} } @InProceedings{skg2019pol2, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Discovering Political Polarization on Social Media: A Case Study}, YEAR = {2019}, BOOKTITLE = {15th International Conference on Semantics, Knowledge and Grids (SKG)}, PAGES = {182-189}, ADDRESS = {Guangzhou, China}, KEYWORDS = {Big data, Data analysis} }