Publications - Cristian Cosentino

@Article{llms-disaster-monitoring-2024,
      AUTHOR = {Cantini, Riccardo and Cosentino, Cristian and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo},
      TITLE = {Harnessing Prompt-based Large Language Models for Disaster Monitoring and Automated Reporting from Social Media Feedback},
      YEAR = {2025},
      JOURNAL = {Online Social Networks and Media},
      VOLUME = {45},
      PAGES = {100295}
}

@InCollection{chap-cloud-infr-2ed,
      AUTHOR = {Belcastro, Loris and Cosentino, Cristian and Marozzo, Fabrizio},
      TITLE = {Infrastructures for High-Performance Computing: Cloud Infrastructures},
      YEAR = {2024},
      BOOKTITLE = {Reference Module in Life Sciences},
      PUBLISHER = {Elsevier},
      NOTE = {ISBN: 978-0-12-809633-8}
}

@InCollection{chap-cloud-ide-2ed,
      AUTHOR = {Cosentino, Cristian and Marozzo, Fabrizio and Trunfio, Paolo},
      TITLE = {Infrastructures for High-Performance Computing: Cloud Computing Development Environments},
      YEAR = {2024},
      BOOKTITLE = {Reference Module in Life Sciences},
      NOTE = {ISBN: 978-0-12-809633-8}
}

@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},
      PAGES = {100--114}
}

@InProceedings{user-reviews-ds2024,
      AUTHOR = {Cosentino, Cristian and Gunduz-Cure, Merve and Marozzo, Fabrizio and Ozturk-Birim, Sule},
      TITLE = {Enhancing User Review Classifications through Interpretable and Multidimensional Approaches with Large Language Models},
      YEAR = {2024},
      BOOKTITLE = {27th International Conference on Discovery Science (DS2024)},
      NOTE = {To appear}
}

@Article{topic-multimodal-ML-2024,
      AUTHOR = {Cantini, Riccardo and Cosentino, Cristian and Kilanioti, Irene and Marozzo, Fabrizio and Talia, Domenico},
      TITLE = {Unmasking Deception: A Topic-Oriented Multimodal Approach to Uncover False Information on Social Media},
      YEAR = {2024},
      JOURNAL = {Machine Learning},
      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{algorithms-cripto-2023,
      AUTHOR = {Belcastro, Loris and Carbone, Domenico and Cosentino, Cristian and Marozzo, Fabrizio and Trunfio, Paolo},
      TITLE = {Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data},
      YEAR = {2023},
      JOURNAL = {Algorithms},
      NUMBER = {12}
}