Fabrizio Sebastiani

220 papers A* 15A 17B 8C 8Misc 12Journal 112Unranked 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantifying Query Fairness Under Unawareness.
J. Artif. Intell. Res.
Thomas Jänich, Alejandro Moreo, Alessandro Fabris, Graham McDonald, Andrea Esuli, Iadh Ounis, Fabrizio Sebastiani
2025 J jnl
A Noise-Oriented and Redundancy-Aware Instance Selection Framework.
ACM Trans. Inf. Syst.
Washington Cunha, Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani, Leonardo Rocha, Marcos André Gonçalves
2025 J jnl
Efficient quantification on large-scale networks.
Mach. Learn.
Alessio Micheli, Alejandro Moreo, Marco Podda, Fabrizio Sebastiani, William Simoni, Domenico Tortorella
2025 J jnl
LEAP: Linear equations for classifier accuracy prediction under prior probability shift.
Mach. Learn.
Lorenzo Volpi, Alejandro Moreo, Fabrizio Sebastiani
2025 J jnl
Learning to quantify graph nodes.
CoRR
Alessio Micheli, Alejandro Moreo, Marco Podda, Fabrizio Sebastiani, William Simoni, Domenico Tortorella
2025 J jnl
Quantifying Feature Importance for Online Content Moderation.
CoRR
Benedetta Tessa, Alejandro Moreo, Stefano Cresci, Tiziano Fagni, Fabrizio Sebastiani
2025 J jnl
Quantifying Query Fairness Under Unawareness.
CoRR
Thomas Jänich, Alejandro Moreo, Alessandro Fabris, Graham McDonald, Andrea Esuli, Iadh Ounis, Fabrizio Sebastiani
2025 J jnl
The
CoRR
Martina Leocata, Alejandro Moreo, Fabrizio Sebastiani
2025 J jnl
Transductive Model Selection under Prior Probability Shift.
CoRR
Lorenzo Volpi, Alejandro Moreo, Fabrizio Sebastiani
2024 — conf
A Simple Method for Classifier Accuracy Prediction Under Prior Probability Shift.
DS (2)
Lorenzo Volpi, Alejandro Moreo, Fabrizio Sebastiani
2024 J jnl
Binary quantification and dataset shift: an experimental investigation.
Data Min. Knowl. Discov.
Pablo González, Alejandro Moreo, Fabrizio Sebastiani
2024 J jnl
Explainable Authorship Identification in Cultural Heritage Applications.
ACM Journal on Computing and Cultural Heritage
Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani
2024 J jnl
Multi-Label Quantification.
ACM Trans. Knowl. Discov. Data
Alejandro Moreo, Manuel Francisco, Fabrizio Sebastiani
2024 — conf
Multimodal Heterogeneous Transfer Learning for Multilingual Image-Text Classification.
DS (LB)
Andrea Pedrotti, Alejandro Moreo, Fabrizio Sebastiani
2024 J jnl
Regularization-based methods for ordinal quantification.
Data Min. Knowl. Discov.
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, Martin Senz
2024 J jnl
Same or Different? Diff-Vectors for Authorship Analysis.
ACM Trans. Knowl. Discov. Data
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Binary Quantification and Dataset Shift: An Experimental Investigation.
CoRR
Pablo González, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective.
CoRR
Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification.
ACM Trans. Inf. Syst.
Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
2023 J jnl
Improved risk minimization algorithms for technology-assisted review.
Intell. Syst. Appl.
Alessio Molinari, Andrea Esuli, Fabrizio Sebastiani
2023 — book
Learning to Quantify
Andrea Esuli, Alessandro Fabris, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach.
J. Artif. Intell. Res.
Alessandro Fabris, Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Regularization-Based Methods for Ordinal Quantification.
CoRR
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, Martin Senz
2023 J jnl
Report on the 3rd International Workshop onLearning to Quantify (LQ 2023).
SIGKDD Explor.
Mirko Bunse, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Same or Different? Diff-Vectors for Authorship Analysis.
CoRR
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Syllabic quantity patterns as rhythmic features for Latin authorship attribution.
J. Assoc. Inf. Sci. Technol.
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani
2023 J jnl
Unravelling interlanguage facts via explainable machine learning.
Digit. Scholarsh. Humanit.
Barbara Berti, Andrea Esuli, Fabrizio Sebastiani
2022 — conf
A Concise Overview of LeQua@CLEF 2022: Learning to Quantify.
CLEF
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Gianluca Sperduti
2022 — conf
A Detailed Overview of LeQua@CLEF 2022: Learning to Quantify.
CLEF (Working Notes)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Gianluca Sperduti
2022 — conf
Active Learning and the Saerens-Latinne-Decaestecker Algorithm: An Evaluation.
CIRCLE
Alessio Molinari, Andrea Esuli, Fabrizio Sebastiani
2022 — ed.
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings
CLEF
Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Fabrizio Sebastiani, Craig Macdonald, Gabriella Pasi, Allan Hanbury, Martin Potthast, Guglielmo Faggioli, Nicola Ferro
2022 — conf
LeQua@CLEF2022: Learning to Quantify.
ECIR (2)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2022 J jnl
Lost in Transduction: Transductive Transfer Learning in Text Classification.
ACM Trans. Knowl. Discov. Data
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2022 J jnl
MedLatinEpi and MedLatinLit: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts.
ACM Journal on Computing and Cultural Heritage
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani, Mirko Tavoni
2022 J jnl
Multi-Label Quantification.
CoRR
Alejandro Moreo, Manuel Francisco, Fabrizio Sebastiani
2022 — conf
Ordinal Quantification Through Regularization.
ECML/PKDD (5)
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, Martin Senz
2022 J jnl
Report on the 13th Conference and Labs of the Evaluation Forum (CLEF 2022): Experimental IR Meets Multilinguality, Multimodality, and Interaction.
SIGIR Forum
Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, Craig Macdonald, Gabriella Pasi, Martin Potthast, Fabrizio Sebastiani
2022 J jnl
Report on the 1st International Workshop on Learning to Quantify (LQ 2021).
SIGKDD Explor.
Juan José del Coz, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
2022 J jnl
Unravelling Interlanguage Facts via Explainable Machine Learning.
CoRR
Barbara Berti, Andrea Esuli, Fabrizio Sebastiani
2021 J jnl
A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm for Posterior Probability Adjustment.
ACM Trans. Inf. Syst.
Andrea Esuli, Alessio Molinari, Fabrizio Sebastiani
2021 — ed.
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I
ECIR (1)
Djoerd Hiemstra, Marie-Francine Moens, Josiane Mothe, Raffaele Perego, Martin Potthast, Fabrizio Sebastiani
2021 — ed.
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II
ECIR (2)
Djoerd Hiemstra, Marie-Francine Moens, Josiane Mothe, Raffaele Perego, Martin Potthast, Fabrizio Sebastiani
2021 — conf
Garbled-Word Embeddings for Jumbled Text.
IIR
Gianluca Sperduti, Alejandro Moreo, Fabrizio Sebastiani
2021 — conf
Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification.
IIR
Andrea Pedrotti, Fabrizio Sebastiani, Alejandro Moreo
2021 J jnl
Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification.
CoRR
Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
2021 Misc conf
Heterogeneous document embeddings for cross-lingual text classification.
SAC
Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
2021 — conf
LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems.
CIKM Workshops
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2021 J jnl
LeQua@CLEF2022: Learning to Quantify.
CoRR
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2021 A conf
Learning to Quantify: Methods and Applications (LQ 2021).
CIKM
Juan José del Coz, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
2021 J jnl
Measuring Fairness under Unawareness via Quantification.
CoRR
Alessandro Fabris, Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2021 — conf
QuaPy: A Publicly Available Python-Based Software Library for Quantification.
CIKM Workshops
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2021 A conf
QuaPy: A Python-Based Framework for Quantification.
CIKM
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2021 J jnl
QuaPy: A Python-Based Framework for Quantification.
CoRR
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2021 — conf
Re-assessing the "Classify and Count" Quantification Method.
ECIR (2)
Alejandro Moreo, Fabrizio Sebastiani
2021 J jnl
Report on the 43rd european conference on information retrieval (ECIR 2021).
SIGIR Forum
Raffaele Perego, Fabrizio Sebastiani
2021 J jnl
Syllabic Quantity Patterns as Rhythmic Features for Latin Authorship Attribution.
CoRR
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani
2021 J jnl
Word-class embeddings for multiclass text classification.
Data Min. Knowl. Discov.
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2020 J jnl
Cross-Lingual Sentiment Quantification.
IEEE Intell. Syst.
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2020 J jnl
Evaluation measures for quantification: an axiomatic approach.
Inf. Retr. J.
Fabrizio Sebastiani
2020 J jnl
Learning to Weight for Text Classification.
IEEE Trans. Knowl. Data Eng.
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2020 J jnl
MedLatin1 and MedLatin2: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts.
CoRR
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani, Mirko Tavoni
2020 J jnl
Re-Assessing the "Classify and Count" Quantification Method.
CoRR
Alejandro Moreo, Fabrizio Sebastiani
2020 J jnl
Report on the 2nd ACM SIGIR/SIGKDD Africa school on machine learning for data mining and search.
SIGIR Forum
Tanya Y. Berger-Wolf, Ben Carterette, Tamer Elsayed, C. Maria Keet, Fabrizio Sebastiani, Hussein Suleman
2020 J jnl
Transitioning the information retrieval literature to a fully open access model.
SIGIR Forum
Djoerd Hiemstra, Marie-Francine Moens, Raffaele Perego, Fabrizio Sebastiani
2020 J jnl
Tweet Sentiment Quantification: An Experimental Re-Evaluation.
CoRR
Alejandro Moreo, Fabrizio Sebastiani
2019 J jnl
Building Automated Survey Coders via Interactive Machine Learning.
CoRR
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2019 J jnl
Cross-Lingual Sentiment Quantification.
CoRR
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2019 A* conf
Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search.
SIGIR
Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani
2019 J jnl
Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search.
CoRR
Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani
2019 J jnl
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification.
ACM Trans. Inf. Syst.
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2019 J jnl
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification.
CoRR
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
2019 J jnl
Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery.
ACM Trans. Inf. Syst.
Douglas W. Oard, Fabrizio Sebastiani, Jyothi Keshavan Vinjumur
2019 A* conf
Learning to Quantify: Estimating Class Prevalence via Supervised Learning.
SIGIR
Alejandro Moreo, Fabrizio Sebastiani
2019 J jnl
Learning to Weight for Text Classification.
CoRR
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2019 J jnl
SemEval-2016 Task 4: Sentiment Analysis in Twitter.
CoRR
Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov
2019 — conf
The Epistle to Cangrande Through the Lens of Computational Authorship Verification.
ICIAP Workshops
Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani, Mirko Tavoni
2019 C conf
Tutorial: Supervised Learning for Prevalence Estimation.
FQAS
Alejandro Moreo, Fabrizio Sebastiani
2019 J jnl
Word-Class Embeddings for Multiclass Text Classification.
CoRR
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2018 A conf
A Recurrent Neural Network for Sentiment Quantification.
CIKM
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani
2018 J jnl
A Recurrent Neural Network for Sentiment Quantification.
CoRR
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani
2018 A* conf
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract).
IJCAI
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2018 J jnl
Evaluation Measures for Quantification: An Axiomatic Approach.
CoRR
Fabrizio Sebastiani
2018 — ch.
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
A Comprehensive Guide Through the Italian Database Research
Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi
2018 A* conf
Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract).
IJCAI
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2018 — ch.
Multimedia Information Retrieval Model.
Encyclopedia of Database Systems (2nd ed.)
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
2018 J jnl
Optimizing Non-decomposable Measures with Deep Networks.
CoRR
Amartya Sanyal, Pawan Kumar, Purushottam Kar, Sanjay Chawla, Fabrizio Sebastiani
2018 J jnl
Optimizing non-decomposable measures with deep networks.
Mach. Learn.
Amartya Sanyal, Pawan Kumar, Purushottam Kar, Sanjay Chawla, Fabrizio Sebastiani
2018 Misc ed.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 2018
ICTIR
Dawei Song, Tie-Yan Liu, Le Sun, Peter Bruza, Massimo Melucci, Fabrizio Sebastiani, Grace Hui Yang
2018 J jnl
Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments.
CoRR
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2018 — ch.
Sentiment Quantification of User-Generated Content.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Fabrizio Sebastiani
2018 J jnl
The Impacts of Low-Quality Training Data on Information Extraction from Clinical Reports.
ERCIM News
Diego Marcheggiani, Fabrizio Sebastiani
2017 J jnl
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification.
ERCIM News
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2017 J jnl
Lightweight Random Indexing for Polylingual Text Classification.
ERCIM News
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2017 J jnl
On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports.
ACM J. Data Inf. Qual.
Diego Marcheggiani, Fabrizio Sebastiani
2017 A conf
QT2S: A System for Monitoring Road Traffic Via Fine Grounding of Tweets.
ICWSM
Noora Al Emadi, Sofiane Abbar, Javier Borge-Holthoefer, Francisco Guzmán, Fabrizio Sebastiani
2017 J jnl
QT2S: A System for Monitoring Road Traffic via Fine Grounding of Tweets.
CoRR
Noora Al Emadi, Sofiane Abbar, Javier Borge-Holthoefer, Francisco Guzmán, Fabrizio Sebastiani
2016 J jnl
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification.
J. Artif. Intell. Res.
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2016 A* conf
Distributional Random Oversampling for Imbalanced Text Classification.
SIGIR
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
2016 J jnl
From classification to quantification in tweet sentiment analysis.
Soc. Netw. Anal. Min.
Wei Gao, Fabrizio Sebastiani
2016 J jnl
Lightweight Random Indexing for Polylingual Text Classification.
J. Artif. Intell. Res.
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2016 A* conf
Online Optimization Methods for the Quantification Problem.
KDD
Purushottam Kar, Shuai Li, Harikrishna Narasimhan, Sanjay Chawla, Fabrizio Sebastiani
2016 A* conf
Ordinal Text Quantification.
SIGIR
Giovanni Da San Martino, Wei Gao, Fabrizio Sebastiani
2016 A* ed.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
SIGIR
Raffaele Perego, Fabrizio Sebastiani, Javed A. Aslam, Ian Ruthven, Justin Zobel
2016 — conf
QCRI at SemEval-2016 Task 4: Probabilistic Methods for Binary and Ordinal Quantification.
SemEval@NAACL-HLT
Giovanni Da San Martino, Wei Gao, Fabrizio Sebastiani
2016 — conf
SemEval-2016 Task 4: Sentiment Analysis in Twitter.
SemEval@NAACL-HLT
Preslav Nakov, Alan Ritter, Sara Rosenthal, Fabrizio Sebastiani, Veselin Stoyanov
2016 J jnl
Stochastic Optimization Techniques for Quantification Performance Measures.
CoRR
Shuai Li, Harikrishna Narasimhan, Purushottam Kar, Sanjay Chawla, Fabrizio Sebastiani
2016 — conf
The Challenge of Sentiment Quantification.
WASSA@NAACL-HLT
Fabrizio Sebastiani
2016 — conf
Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification.
IIR
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
2015 Misc conf
An Axiomatically Derived Measure for the Evaluation of Classification Algorithms.
ICTIR
Fabrizio Sebastiani
2015 J jnl
Bridging Social Media via Distant Supervision.
CoRR
Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani
2015 J jnl
Bridging social media via distant supervision.
Soc. Netw. Anal. Min.
Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani
2015 Misc conf
Classifying websites by industry sector: a study in feature design.
SAC
Giacomo Berardi, Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
2015 A conf
Distant Supervision for Tweet Classification Using YouTube Labels.
ICWSM
Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani
2015 Misc conf
Multi-store metadata-based supervised mobile app classification.
SAC
Giacomo Berardi, Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
2015 J jnl
On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports.
CoRR
Diego Marcheggiani, Fabrizio Sebastiani
2015 J jnl
Optimizing Text Quantifiers for Multivariate Loss Functions.
CoRR
Andrea Esuli, Fabrizio Sebastiani
2015 J jnl
Optimizing Text Quantifiers for Multivariate Loss Functions.
ERCIM News
Andrea Esuli, Fabrizio Sebastiani
2015 J jnl
Optimizing Text Quantifiers for Multivariate Loss Functions.
ACM Trans. Knowl. Discov. Data
Andrea Esuli, Fabrizio Sebastiani
2015 — ed.
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015.
IIR
Paolo Boldi, Raffaele Perego, Fabrizio Sebastiani
2015 B conf
Quantification in social networks.
DSAA
Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani
2015 A conf
Semi-Automated Text Classification for Sensitivity Identification.
CIKM
Giacomo Berardi, Andrea Esuli, Craig Macdonald, Iadh Ounis, Fabrizio Sebastiani
2015 B conf
Tweet Sentiment: From Classification to Quantification.
ASONAM
Wei Gao, Fabrizio Sebastiani
2015 J jnl
Utility-Theoretic Ranking for Semi-Automated Text Classification.
CoRR
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
2015 J jnl
Utility-Theoretic Ranking for Semiautomated Text Classification.
ACM Trans. Knowl. Discov. Data
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
2014 — conf
Explicit Loss Minimization in Quantification Applications (Preliminary Draft).
DART@AI*IA
Andrea Esuli, Fabrizio Sebastiani
2014 J jnl
Feature Selection for Ordinal Text Classification.
Neural Comput.
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2014 A conf
Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining.
ECIR
Diego Marcheggiani, Oscar Täckström, Andrea Esuli, Fabrizio Sebastiani
2014 A conf
Text Quantification.
ECIR
Fabrizio Sebastiani
2013 J jnl
An enhanced CRFs-based system for information extraction from radiology reports.
J. Biomed. Informatics
Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
2013 J jnl
Editorial.
J. Discrete Algorithms
Roberto Grossi, Fabrizio Sebastiani, Fabrizio Silvestri
2013 J jnl
Endorsements and rebuttals in blog distillation.
Inf. Sci.
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
2013 J jnl
Improving Text Classification Accuracy by Training Label Cleaning.
ACM Trans. Inf. Syst.
Andrea Esuli, Fabrizio Sebastiani
2013 — ed.
Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013
IIR
Roberto Basili, Fabrizio Sebastiani, Giovanni Semeraro
2013 A* conf
Quantification Trees.
ICDM
Letizia Milli, Anna Monreale, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Fabrizio Sebastiani
2013 J jnl
StarTrack: The Next Generation (of Product Review Management Tools).
New Gener. Comput.
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2013 J jnl
Using micro-documents for feature selection: The case of ordinal text classification.
Expert Syst. Appl.
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2013 J jnl
Utility-Theoretic Ranking for Semi-Automated Text Classification.
ERCIM News
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
2013 J jnl
Variable-constraint classification and quantification of radiology reports under the ACR Index.
Expert Syst. Appl.
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2012 A* conf
A utility-theoretic ranking method for semi-automated text classification.
SIGIR
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
2012 C conf
Blog Distillation via Sentiment-Sensitive Link Analysis.
NLDB
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
2012 B conf
Metadata Enrichment Services for the Europeana Digital Library.
TPDL
Giacomo Berardi, Andrea Esuli, Sergiu Gordea, Diego Marcheggiani, Fabrizio Sebastiani
2011 — conf
Blog Distillation via Sentiment-Sensitive Link Analysis.
IIR
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
2011 — conf
ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking.
TREC
Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
2011 J jnl
Publishing survey articles on information retrieval topics.
SIGIR Forum
Douglas W. Oard, Fabrizio Sebastiani, Jonathan Furner, Gary Marchionini
2011 C ed.
String Processing and Information Retrieval, 18th International Symposium, SPIRE 2011, Pisa, Italy, October 17-21, 2011. Proceedings
SPIRE
Roberto Grossi, Fabrizio Sebastiani, Fabrizio Silvestri
2011 — conf
Using Micro-Documents for Feature Selection: The Case of Ordinal Text Classification.
IIR
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2010 — conf
Evaluating Information Extraction.
CLEF
Andrea Esuli, Fabrizio Sebastiani
2010 J jnl
Extracting Information from Free-text Mammography Reports.
ERCIM News
Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
2010 Misc conf
Feature selection for ordinal regression.
SAC
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2010 J jnl
Guest Editors' introduction to the focussed issue on the 14th European Conference on Digital Libraries (ECDL 2010).
Int. J. Digit. Libr.
Ingo Frommholz, Andreas Rauber, Fabrizio Sebastiani
2010 — conf
ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification.
SemEval@ACL
Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
2010 — ed.
Research and Advanced Technology for Digital Libraries, 14th European Conference, ECDL 2010, Glasgow, UK, September 6-10, 2010. Proceedings
ECDL
Mounia Lalmas, Joemon M. Jose, Andreas Rauber, Fabrizio Sebastiani, Ingo Frommholz
2010 — conf
Selecting Features for Ordinal Text Classification.
IIR
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2010 J jnl
Selecting negative examples for hierarchical text classification: An experimental comparison.
J. Assoc. Inf. Sci. Technol.
Tiziano Fagni, Fabrizio Sebastiani
2010 — conf
Sentence-Based Active Learning Strategies for Information Extraction.
IIR
Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
2010 B conf
SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining.
LREC
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2010 J jnl
Sentiment Quantification.
IEEE Intell. Syst.
Andrea Esuli, Fabrizio Sebastiani
2009 A conf
Active Learning Strategies for Multi-Label Text Classification.
ECIR
Andrea Esuli, Fabrizio Sebastiani
2009 J jnl
Adaptive Committees of Feature-Specific Classifiers for Image Classification.
ERCIM News
Fabrizio Falchi, Tiziano Fagni, Fabrizio Sebastiani
2009 A conf
Encoding Ordinal Features into Binary Features for Text Classification.
ECIR
Andrea Esuli, Fabrizio Sebastiani
2009 — conf
Enhancing Opinion Extraction by Automatically Annotated Lexical Resources - (Extended Version).
LTC
Andrea Esuli, Fabrizio Sebastiani
2009 C conf
Evaluation Measures for Ordinal Regression.
ISDA
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2009 J jnl
Multi-Faceted Rating of Product Reviews.
ERCIM News
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2009 A conf
Multi-facet Rating of Product Reviews.
ECIR
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
2009 — ch.
Multimedia Information Retrieval Model.
Encyclopedia of Database Systems
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
2009 J jnl
Preferential Text Classification: Learning Algorithms and Evaluation Measures.
ERCIM News
Fabio Aiolli, Riccardo Cardin, Fabrizio Sebastiani, Alessandro Sperduti
2009 J jnl
Preferential text classification: learning algorithms and evaluation measures.
Inf. Retr.
Fabio Aiolli, Riccardo Cardin, Fabrizio Sebastiani, Alessandro Sperduti
2009 Misc conf
Training Data Cleaning for Text Classification.
ICTIR
Andrea Esuli, Fabrizio Sebastiani
2008 B conf
Annotating Expressions of Opinion and Emotion in the Italian Content Annotation Bank.
LREC
Andrea Esuli, Fabrizio Sebastiani, Ilaria Urciuoli
2008 J jnl
Boosting multi-label hierarchical text categorization.
Inf. Retr.
Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
2008 A* ed.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008
SIGIR
Sung-Hyon Myaeng, Douglas W. Oard, Fabrizio Sebastiani, Tat-Seng Chua, Mun-Kew Leong
2007 — conf
Automatically Determining Attitude Type and Force for Sentiment Analysis.
LTC
Shlomo Argamon, Kenneth Bloom, Andrea Esuli, Fabrizio Sebastiani
2007 J jnl
Cluster Generation and Labeling for Web Snippets: A Fast, Accurate Hierarchical Solution.
Internet Math.
Filippo Geraci, Marco Pellegrini, Marco Maggini, Fabrizio Sebastiani
2007 A* conf
PageRanking WordNet Synsets: An Application to Opinion Mining.
ACL
Andrea Esuli, Fabrizio Sebastiani
2007 B conf
Preference Learning for Category-Ranking based Interactive Text Categorization.
IJCNN
Fabio Aiolli, Fabrizio Sebastiani, Alessandro Sperduti
2006 Misc conf
A scalable algorithm for high-quality clustering of web snippets.
SAC
Filippo Geraci, Marco Pellegrini, Paolo Pisati, Fabrizio Sebastiani
2006 J jnl
Automatic expansion of domain-specific lexicons by term categorization.
ACM Trans. Speech Lang. Process.
Henri Avancini, Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli
2006 C conf
Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution.
SPIRE
Filippo Geraci, Marco Pellegrini, Marco Maggini, Fabrizio Sebastiani
2006 A conf
Determining Term Subjectivity and Term Orientation for Opinion Mining.
EACL
Andrea Esuli, Fabrizio Sebastiani
2006 C conf
MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization.
SPIRE
Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
2006 B conf
SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining.
LREC
Andrea Esuli, Fabrizio Sebastiani
2006 C conf
TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization.
SPIRE
Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
2005 J jnl
An analysis of the relative hardness of Reuters-21578 subsets.
J. Assoc. Inf. Sci. Technol.
Franca Debole, Fabrizio Sebastiani
2005 A conf
Determining the semantic orientation of terms through gloss classification.
CIKM
Andrea Esuli, Fabrizio Sebastiani
2005 — ch.
Text Categorization.
Encyclopedia of Database Technologies and Applications
Fabrizio Sebastiani
2004 B conf
An Analysis of the Relative Difficulty of Reuters-21578 Subsets.
LREC
Franca Debole, Fabrizio Sebastiani
2004 — conf
An Experimental Comparison of Term Representation for Term Management Applications.
SEBD
Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli
2004 A conf
Distributional term representations: an experimental comparison.
CIKM
Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli
2004 J jnl
Introduction: Special Issue on the 25th European Conference on Information Retrieval Research.
Inf. Retr.
Fabrizio Sebastiani
2003 A ed.
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings
ECIR
Fabrizio Sebastiani
2003 J jnl
Automating survey coding by multiclass text categorization techniques.
J. Assoc. Inf. Sci. Technol.
Daniela Giorgetti, Fabrizio Sebastiani
2003 A conf
Discretizing Continuous Attributes in AdaBoost for Text Categorization.
ECIR
Pio Nardiello, Fabrizio Sebastiani, Alessandro Sperduti
2003 Misc conf
Expanding Domain-Specific Lexicons by Term Categorization.
SAC
Henri Avancini, Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani, Roberto Zanoli
2003 Misc conf
Multiclass Text Categorization for Automated Survey Coding.
SAC
Daniela Giorgetti, Fabrizio Sebastiani
2003 J jnl
Report on the 25th European conference on information retrieval research (ECIR-03).
SIGIR Forum
Fabrizio Sebastiani
2003 Misc conf
Supervised Term Weighting for Automated Text Categorization.
SAC
Franca Debole, Fabrizio Sebastiani
2002 A* conf
Building thematic lexical resources by term categorization.
SIGIR
Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani
2002 J jnl
Guest Editors' Introduction to the Special Issue on Automated Text Categorization.
J. Intell. Inf. Syst.
Thorsten Joachims, Fabrizio Sebastiani
2002 J jnl
Machine learning in automated text categorization.
ACM Comput. Surv.
Fabrizio Sebastiani
2002 — conf
Mapping an Automated Survey Coding Task into a Probabilistic Text Categorization Framework.
PorTAL
Daniela Giorgetti, Irina Prodanof, Fabrizio Sebastiani
2002 J jnl
Report on the workshop on Operational Text Classification Systems (OTC-02).
SIGIR Forum
Susan T. Dumais, David D. Lewis, Fabrizio Sebastiani
2001 J jnl
A model of multimedia information retrieval.
J. ACM
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
2001 J jnl
Machine Learning in Automated Text Categorization
CoRR
Fabrizio Sebastiani
2001 J jnl
Report on the Workshop on Operational Text Classification systems (OTC-01).
SIGIR Forum
David D. Lewis, Fabrizio Sebastiani
2000 A conf
An Improved Boosting Algorithm and its Application to Text Categorization.
CIKM
Fabrizio Sebastiani, Alessandro Sperduti, Nicola Valdambrini
2000 — conf
Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization.
ECDL
Luigi Galavotti, Fabrizio Sebastiani, Maria Simi
1999 — conf
A System for the Fast Prototyping of Multidimensional Image Retrieval.
ICMCS, Vol. 2
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
1999 C conf
Total Knowledge and Partial Knowledge in Logical Models of Information Retrieval.
ISMIS
Fabrizio Sebastiani
1999 J jnl
Towards a Logical Reconstruction of Information Retrieval Theory.
Cybern. Syst.
Fabrizio Sebastiani
1998 J jnl
Information Retrieval, Imaging and Probabilistic Logic.
Comput. Artif. Intell.
Fabrizio Sebastiani
1998 J jnl
Trends in ... a Critical Review: On the Role of Logic in Information Retrieval.
Inf. Process. Manag.
Fabrizio Sebastiani
1997 — conf
Conceptual Modeling in Multimedia Information Seeking.
Conceptual Modeling
Carlo Meghini, Fabrizio Sebastiani
1997 — conf
Modelling the Retrieval of Structured Documents Containing Texts and Images.
ECDL
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
1997 — conf
The Terminological Image Retrieval Model.
ICIAP (2)
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
1995 — conf
A Note on Logic and Information Retrieval.
MIRO
Fabrizio Sebastiani
1995 J jnl
Default Reasoning in a Terminological Logic.
Comput. Artif. Intell.
Fabrizio Sebastiani, Umberto Straccia
1994 A* conf
A Probabilistic Terminological Logic for Modelling Information Retrieval.
SIGIR
Fabrizio Sebastiani
1993 A* conf
A Model of Information Retrieval Based on a Terminological Logic.
SIGIR
Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia, Costantino Thanos
1991 — conf
A Computationally Tractable Terminological Logic.
SCAI
Fabrizio Sebastiani, Umberto Straccia
1990 Misc conf
A Proof-Theoretic Account of Model-Preference Default Reasoning.
AIMSA
Fabrizio Sebastiani