| 2024 | DIS | Multimodal Heterogeneous Transfer Learning for Multilingual Image-Text Classification. | Andrea Pedrotti, Alejandro Moreo, Fabrizio Sebastiani |
| 2024 | DIS | A Simple Method for Classifier Accuracy Prediction Under Prior Probability Shift. | Lorenzo Volpi, Alejandro Moreo, Fabrizio Sebastiani |
| 2022 | ECIR | LeQua@CLEF2022: Learning to Quantify. | Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani |
| 2021 | CIKM | Learning to Quantify: Methods and Applications (LQ 2021). | Juan Jos del Coz, Pablo Gonzlez, Alejandro Moreo, Fabrizio Sebastiani |
| 2021 | CIKM | LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems. | Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani |
| 2021 | CIKM | QuaPy: A Python-Based Framework for Quantification. | Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani |
| 2021 | CIKM | QuaPy: A Publicly Available Python-Based Software Library for Quantification. | Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani |
| 2021 | ECIR | Re-assessing the "Classify and Count" Quantification Method. | Alejandro Moreo, Fabrizio Sebastiani |
| 2021 | SAC | Heterogeneous document embeddings for cross-lingual text classification. | Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani |
| 2019 | FQAS | Tutorial: Supervised Learning for Prevalence Estimation. | Alejandro Moreo, Fabrizio Sebastiani |
| 2019 | ICIAP | The Epistle to Cangrande Through the Lens of Computational Authorship Verification. | Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani, Mirko Tavoni |
| 2019 | SIGIR | Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search. | Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani |
| 2019 | SIGIR | Learning to Quantify: Estimating Class Prevalence via Supervised Learning. | Alejandro Moreo, Fabrizio Sebastiani |
| 2018 | CIKM | A Recurrent Neural Network for Sentiment Quantification. | Andrea Esuli, Alejandro Moreo Fernndez, Fabrizio Sebastiani |
| 2018 | IJCAI | Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract). | Alejandro Moreo Fernndez, Andrea Esuli, Fabrizio Sebastiani |
| 2018 | IJCAI | Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract). | Alejandro Moreo Fernndez, Andrea Esuli, Fabrizio Sebastiani |
| 2017 | ICWSM | QT2S: A System for Monitoring Road Traffic Via Fine Grounding of Tweets. | Noora Al Emadi, Sofiane Abbar, Javier Borge-Holthoefer, Francisco Guzmn, Fabrizio Sebastiani |
| 2016 | KDD | Online Optimization Methods for the Quantification Problem. | Purushottam Kar, Shuai Li, Harikrishna Narasimhan, Sanjay Chawla, Fabrizio Sebastiani |
| 2016 | SIGIR | Ordinal Text Quantification. | Giovanni Da San Martino, Wei Gao, Fabrizio Sebastiani |
| 2016 | SIGIR | Distributional Random Oversampling for Imbalanced Text Classification. | Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani |
| 2015 | CIKM | Semi-Automated Text Classification for Sensitivity Identification. | Giacomo Berardi, Andrea Esuli, Craig Macdonald, Iadh Ounis, Fabrizio Sebastiani |
| 2015 | DSAA | Quantification in social networks. | Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani |
| 2015 | ICTIR | An Axiomatically Derived Measure for the Evaluation of Classification Algorithms. | Fabrizio Sebastiani |
| 2015 | ICWSM | Distant Supervision for Tweet Classification Using YouTube Labels. | Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani |
| 2015 | SAC | Multi-store metadata-based supervised mobile app classification. | Giacomo Berardi, Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani |
| 2015 | SAC | Classifying websites by industry sector: a study in feature design. | Giacomo Berardi, Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani |
| 2014 | ECIR | Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining. | Diego Marcheggiani, Oscar Tckstrm, Andrea Esuli, Fabrizio Sebastiani |
| 2014 | ECIR | Text Quantification. | Fabrizio Sebastiani |
| 2013 | ICDM | Quantification Trees. | Letizia Milli, Anna Monreale, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Fabrizio Sebastiani |
| 2012 | NLDB | Blog Distillation via Sentiment-Sensitive Link Analysis. | Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri |
| 2012 | SIGIR | A utility-theoretic ranking method for semi-automated text classification. | Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani |
| 2010 | LREC | SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. | Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani |
| 2010 | SAC | Feature selection for ordinal regression. | Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani |
| 2009 | ECIR | Multi-facet Rating of Product Reviews. | Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani |
| 2009 | ECIR | Active Learning Strategies for Multi-Label Text Classification. | Andrea Esuli, Fabrizio Sebastiani |
| 2009 | ECIR | Encoding Ordinal Features into Binary Features for Text Classification. | Andrea Esuli, Fabrizio Sebastiani |
| 2009 | ICTIR | Training Data Cleaning for Text Classification. | Andrea Esuli, Fabrizio Sebastiani |
| 2009 | ISDA | Evaluation Measures for Ordinal Regression. | Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani |
| 2008 | LREC | Annotating Expressions of Opinion and Emotion in the Italian Content Annotation Bank. | Andrea Esuli, Fabrizio Sebastiani, Ilaria Urciuoli |
| 2007 | ACL | PageRanking WordNet Synsets: An Application to Opinion Mining. | Andrea Esuli, Fabrizio Sebastiani |
| 2007 | IJCNN | Preference Learning for Category-Ranking based Interactive Text Categorization. | Fabio Aiolli, Fabrizio Sebastiani, Alessandro Sperduti |
| 2006 | EACL | Determining Term Subjectivity and Term Orientation for Opinion Mining. | Andrea Esuli, Fabrizio Sebastiani |
| 2006 | LREC | SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining. | Andrea Esuli, Fabrizio Sebastiani |
| 2006 | SAC | A scalable algorithm for high-quality clustering of web snippets. | Filippo Geraci, Marco Pellegrini, Paolo Pisati, Fabrizio Sebastiani |
| 2006 | SPIRE | MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization. | Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani |
| 2006 | SPIRE | TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization. | Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani |
| 2006 | SPIRE | Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution. | Filippo Geraci, Marco Pellegrini, Marco Maggini, Fabrizio Sebastiani |
| 2005 | CIKM | Determining the semantic orientation of terms through gloss classification. | Andrea Esuli, Fabrizio Sebastiani |
| 2004 | CIKM | Distributional term representations: an experimental comparison. | Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli |
| 2004 | LREC | An Analysis of the Relative Difficulty of Reuters-21578 Subsets. | Franca Debole, Fabrizio Sebastiani |
| 2003 | ECIR | Discretizing Continuous Attributes in AdaBoost for Text Categorization. | Pio Nardiello, Fabrizio Sebastiani, Alessandro Sperduti |
| 2003 | ICRA | Experimental analysis of an innovative prosthetic hand with proprioceptive sensors. | Maria Chiara Carrozza, Fabrizio Vecchi, Fabrizio Sebastiani, Giovanni Cappiello, Stefano Roccella, Massimiliano Zecca, Roberto Lazzarini, Paolo Dario |
| 2003 | IROS | The Cyberhand: on the design of a cybernetic prosthetic hand intended to be interfaced to the peripheral nervous system. | Maria Chiara Carrozza, Paolo Dario, Fabrizio Vecchi, Stefano Roccella, Massimiliano Zecca, Fabrizio Sebastiani |
| 2003 | SAC | Expanding Domain-Specific Lexicons by Term Categorization. | Henri Avancini, Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani, Roberto Zanoli |
| 2003 | SAC | Supervised Term Weighting for Automated Text Categorization. | Franca Debole, Fabrizio Sebastiani |
| 2003 | SAC | Multiclass Text Categorization for Automated Survey Coding. | Daniela Giorgetti, Fabrizio Sebastiani |
| 2002 | SIGIR | Building thematic lexical resources by term categorization. | Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani |
| 2000 | CIKM | An Improved Boosting Algorithm and its Application to Text Categorization. | Fabrizio Sebastiani, Alessandro Sperduti, Nicola Valdambrini |
| 1999 | ISMIS | Total Knowledge and Partial Knowledge in Logical Models of Information Retrieval. | Fabrizio Sebastiani |
| 1997 | ER | Conceptual Modeling in Multimedia Information Seeking. | Carlo Meghini, Fabrizio Sebastiani |
| 1997 | ICIAP | The Terminological Image Retrieval Model. | Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia |
| 1994 | SIGIR | A Probabilistic Terminological Logic for Modelling Information Retrieval. | Fabrizio Sebastiani |
| 1993 | SIGIR | A Model of Information Retrieval Based on a Terminological Logic. | Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia, Costantino Thanos |
| 1990 | AIMSA | A Proof-Theoretic Account of Model-Preference Default Reasoning. | Fabrizio Sebastiani |