| 2025 | AIME | A SHAP Quotient Game for Explaining Raman Spectroscopy Classification Models. | Marco Piazza, Mauro Passacantando, Marzia Bedoni, Enza Messina |
| 2025 | AINA | Dynamic User Profiling for Personalized Tourism Recommendations Using Reinforcement Learning Models. | Tommaso Ferrario, Elisabetta Fersini, Enza Messina, Gabriele Sormani |
| 2025 | AINA | Leveraging Topic Models to Extract Tourist Preference from Points of Interest Descriptions. | Elisabetta Fersini, Enza Messina, Francesca Puler |
| 2025 | NLDB | Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning Approach. | Gianmaria Balducci, Elisabetta Fersini, Enza Messina |
| 2024 | AAAI | Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs. | Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina |
| 2023 | AAAI | SigMaNet: One Laplacian to Rule Them All. | Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina |
| 2022 | MDAI | Deep Attributed Graph Embeddings. | Elisabetta Fersini, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina |
| 2021 | NLDB | Word Embedding-Based Topic Similarity Measures. | Silvia Terragni, Elisabetta Fersini, Enza Messina |
| 2020 | ICTAI | Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams. | Wenbin Zhang, Mingli Zhang, Ji Zhang, Zhen Liu, Zhiyuan Chen, Jianwu Wang, Edward Raff, Enza Messina |
| 2019 | KSEM | Word Embeddings for Unsupervised Named Entity Linking. | Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina |
| 2017 | EACL | A Multi-View Sentiment Corpus. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2017 | EACL | TWINE: A real-time system for TWeet analysis via INformation Extraction. | Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina |
| 2017 | SAC | Towards adaptation of named entity classification. | Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina |
| 2016 | IC3K | Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2016 | ICTAI | Deep Learning and Ensemble Methods for Domain Adaptation. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2015 | DSAA | Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. | Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina |
| 2015 | IC3K | Word Sense Discrimination on Tweets: A Graph-based Approach. | Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina |
| 2015 | IC3K | Overlapping Kernel-based Community Detection with Node Attributes. | Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina |
| 2014 | IC3K | eMediation - Towards Smart Online Dispute Resolution. | Elisabetta Fersini, Enza Messina, L. Manenti, Giuliana Bagnara, Soufiane El Jelali, Gaia Arosio |
| 2014 | SEFM | A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks. | Debora Nozza, Daniele Maccagnola, Vincent Guigue, Enza Messina, Patrick Gallinari |
| 2013 | CICLING | Named Entities in Judicial Transcriptions: Extended Conditional Random Fields. | Elisabetta Fersini, Enza Messina |
| 2013 | NLDB | Bayesian Model Averaging and Model Selection for Polarity Classification. | Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina |
| 2012 | ICPRAM | Multiple Object Tracking with Relations. | Luca Cattelani, Cristina E. Manfredotti, Enza Messina |
| 2012 | IPMU | Discovering Gene-Drug Relationships for the Pharmacology of Cancer. | Elisabetta Fersini, Enza Messina, Alberto Leporati |
| 2012 | WSC | A machine learning approach for generating temporal logic classifications of complex model behaviours. | Daniele Maccagnola, Enza Messina, Qian Gao, David R. Gilbert |
| 2010 | IC3K | Semantics and Machine Learning: A New Generation of Court Management Systems. | Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi |
| 2010 | IC3K | Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. | Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi |
| 2010 | IPMU | Web Page Classification: A Probabilistic Model with Relational Uncertainty. | Elisabetta Fersini, Enza Messina, Francesco Archetti |
| 2009 | ACIVS | Relational Dynamic Bayesian Networks to Improve Multi-target Tracking. | Cristina E. Manfredotti, Enza Messina |
| 2006 | FQAS | A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. | Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina |
| 2006 | GECCO | Genetic programming for human oral bioavailability of drugs. | Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi |