Fabrizio Sebastiani

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

Learning to Quantify: Methods and Applications (LQ 2021).

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Learning to Weight for Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Transitioning the information retrieval literature to a fully open access model.

[BibT_eX]

[DOI]

SIGIR Forum, 2020

Report on the 2nd ACM SIGIR/SIGKDD Africa school on machine learning for data mining and search.

[BibT_eX]

[DOI]

SIGIR Forum, 2020

Evaluation measures for quantification: an axiomatic approach.

[BibT_eX]

[DOI]

Inf. Retr. J., 2020

Cross-Lingual Sentiment Quantification.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2020

Tweet Sentiment Quantification: An Experimental Re-Evaluation.

[BibT_eX]

[DOI]

CoRR, 2020

MedLatin1 and MedLatin2: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery.

[BibT_eX]

[DOI]

Douglas W. Oard

Jyothi Keshavan Vinjumur

ACM Trans. Inf. Syst., 2019

Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Building Automated Survey Coders via Interactive Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Learning to Quantify: Estimating Class Prevalence via Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

The Epistle to Cangrande Through the Lens of Computational Authorship Verification.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Tutorial: Supervised Learning for Prevalence Estimation.

[BibT_eX]

[DOI]

Proceedings of the Flexible Query Answering Systems - 13th International Conference, 2019

2018

Sentiment Quantification of User-Generated Content.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Multimedia Information Retrieval Model.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Optimizing non-decomposable measures with deep networks.

[BibT_eX]

[DOI]

Mach. Learn., 2018

The Impacts of Low-Quality Training Data on Information Extraction from Clinical Reports.

[BibT_eX]

[DOI]

ERCIM News, 2018

Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments.

[BibT_eX]

[DOI]

CoRR, 2018

Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Recurrent Neural Network for Sentiment Quantification.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.

[BibT_eX]

[DOI]

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2017

Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

ERCIM News, 2017

Lightweight Random Indexing for Polylingual Text Classification.

[BibT_eX]

[DOI]

ERCIM News, 2017

QT2S: A System for Monitoring Road Traffic Via Fine Grounding of Tweets.

[BibT_eX]

[DOI]

Noora Al Emadi

Sofiane Abbar

Javier Borge-Holthoefer

Francisco Guzmán

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2016

From classification to quantification in tweet sentiment analysis.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

Stochastic Optimization Techniques for Quantification Performance Measures.

[BibT_eX]

[DOI]

Shuai Li

Harikrishna Narasimhan

Purushottam Kar

Sanjay Chawla

CoRR, 2016

The Challenge of Sentiment Quantification.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

Distributional Random Oversampling for Imbalanced Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ordinal Text Quantification.

[BibT_eX]

[DOI]

Giovanni Da San Martino

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

SemEval-2016 Task 4: Sentiment Analysis in Twitter.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

QCRI at SemEval-2016 Task 4: Probabilistic Methods for Binary and Ordinal Quantification.

[BibT_eX]

[DOI]

Giovanni Da San Martino

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Online Optimization Methods for the Quantification Problem.

[BibT_eX]

[DOI]

Purushottam Kar

Shuai Li

Harikrishna Narasimhan

Sanjay Chawla

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

2015

Optimizing Text Quantifiers for Multivariate Loss Functions.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Utility-Theoretic Ranking for Semiautomated Text Classification.

[BibT_eX]

[DOI]

Giacomo Berardi

ACM Trans. Knowl. Discov. Data, 2015

Bridging social media via distant supervision.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2015

Classifying websites by industry sector: a study in feature design.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Multi-store metadata-based supervised mobile app classification.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Distant Supervision for Tweet Classification Using YouTube Labels.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web and Social Media, 2015

An Axiomatically Derived Measure for the Evaluation of Classification Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Quantification in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Semi-Automated Text Classification for Sensitivity Identification.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Tweet Sentiment: From Classification to Quantification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Feature Selection for Ordinal Text Classification.

[BibT_eX]

[DOI]

Neural Comput., 2014

Text Quantification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2014

Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2014

Explicit Loss Minimization in Quantification Applications (Preliminary Draft).

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence (AI*IA 2014), 2014

2013

Improving Text Classification Accuracy by Training Label Cleaning.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2013

StarTrack: The Next Generation (of Product Review Management Tools).

[BibT_eX]

[DOI]

New Gener. Comput., 2013

Editorial.

[BibT_eX]

[DOI]

Roberto Grossi

Fabrizio Silvestri

J. Discrete Algorithms, 2013

An enhanced CRFs-based system for information extraction from radiology reports.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2013

Endorsements and rebuttals in blog distillation.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Using micro-documents for feature selection: The case of ordinal text classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Variable-constraint classification and quantification of radiology reports under the ACR Index.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Utility-Theoretic Ranking for Semi-Automated Text Classification.

[BibT_eX]

[DOI]

Giacomo Berardi

ERCIM News, 2013

Quantification Trees.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

A utility-theoretic ranking method for semi-automated text classification.

[BibT_eX]

[DOI]

Giacomo Berardi

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Blog Distillation via Sentiment-Sensitive Link Analysis.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2012

Metadata Enrichment Services for the Europeana Digital Library.

[BibT_eX]

[DOI]

Proceedings of the Theory and Practice of Digital Libraries, 2012

2011

Publishing survey articles on information retrieval topics.

[BibT_eX]

[DOI]

SIGIR Forum, 2011

ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking.

[BibT_eX]

[DOI]

Proceedings of The Twentieth Text REtrieval Conference, 2011

2010

Guest Editors' introduction to the focussed issue on the 14th European Conference on Digital Libraries (ECDL 2010).

[BibT_eX]

[DOI]

Ingo Frommholz

Andreas Rauber

Int. J. Digit. Libr., 2010

Selecting negative examples for hierarchical text classification: An experimental comparison.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2010

Sentiment Quantification.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2010

Extracting Information from Free-text Mammography Reports.

[BibT_eX]

[DOI]

ERCIM News, 2010

ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Feature selection for ordinal regression.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Sentence-Based Active Learning Strategies for Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the IIR 2010, 2010

Selecting Features for Ordinal Text Classification.

[BibT_eX]

[DOI]

Proceedings of the IIR 2010, 2010

Evaluating Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Multilingual and Multimodal Information Access Evaluation, 2010

2009

Multimedia Information Retrieval Model.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Adaptive Committees of Feature-Specific Classifiers for Image Classification.

[BibT_eX]

[DOI]

Fabrizio Falchi

ERCIM News, 2009

Multi-Faceted Rating of Product Reviews.

[BibT_eX]

[DOI]

ERCIM News, 2009

Preferential Text Classification: Learning Algorithms and Evaluation Measures.

[BibT_eX]

[DOI]

ERCIM News, 2009

Enhancing Opinion Extraction by Automatically Annotated Lexical Resources - (Extended Version).

[BibT_eX]

[DOI]

Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2009

Evaluation Measures for Ordinal Regression.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Training Data Cleaning for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2009

Encoding Ordinal Features into Binary Features for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

Active Learning Strategies for Multi-Label Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

Multi-facet Rating of Product Reviews.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

2008

Boosting multi-label hierarchical text categorization.

[BibT_eX]

[DOI]

Inf. Retr., 2008

Annotating Expressions of Opinion and Emotion in the Italian Content Annotation Bank.

[BibT_eX]

[DOI]

Ilaria Urciuoli

Proceedings of the International Conference on Language Resources and Evaluation, 2008

2007

Cluster Generation and Labeling for Web Snippets: A Fast, Accurate Hierarchical Solution.

[BibT_eX]

[DOI]

Internet Math., 2007

Automatically Determining Attitude Type and Force for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technology. Challenges of the Information Society, 2007

Preference Learning for Category-Ranking based Interactive Text Categorization.

[BibT_eX]

[DOI]

Fabio Aiolli

Alessandro Sperduti

Proceedings of the International Joint Conference on Neural Networks, 2007

PageRanking WordNet Synsets: An Application to Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the ACL 2007, 2007

2006

Automatic expansion of domain-specific lexicons by term categorization.

[BibT_eX]

[DOI]

ACM Trans. Speech Lang. Process., 2006

Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2006

TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2006

MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2006

A scalable algorithm for high-quality clustering of web snippets.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Determining Term Subjectivity and Term Orientation for Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the EACL 2006, 2006

2005

An analysis of the relative hardness of Reuters-21578 subsets.

[BibT_eX]

[DOI]

Franca Debole

J. Assoc. Inf. Sci. Technol., 2005

Determining the semantic orientation of terms through gloss classification.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004

Introduction: Special Issue on the 25th European Conference on Information Retrieval Research.

[BibT_eX]

[DOI]

Inf. Retr., 2004

An Experimental Comparison of Term Representation for Term Management Applications.

[BibT_eX]

Alberto Lavelli

Roberto Zanoli

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

An Analysis of the Relative Difficulty of Reuters-21578 Subsets.

[BibT_eX]

[DOI]

Franca Debole

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Distributional term representations: an experimental comparison.

[BibT_eX]

[DOI]

Alberto Lavelli

Roberto Zanoli

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

Report on the 25th European conference on information retrieval research (ECIR-03).

[BibT_eX]

[DOI]

SIGIR Forum, 2003

Automating survey coding by multiclass text categorization techniques.

[BibT_eX]

[DOI]

Daniela Giorgetti

J. Assoc. Inf. Sci. Technol., 2003

Multiclass Text Categorization for Automated Survey Coding.

[BibT_eX]

[DOI]

Daniela Giorgetti

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Supervised Term Weighting for Automated Text Categorization.

[BibT_eX]

[DOI]

Franca Debole

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Expanding Domain-Specific Lexicons by Term Categorization.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Discretizing Continuous Attributes in AdaBoost for Text Categorization.

[BibT_eX]

[DOI]

Pio Nardiello

Alessandro Sperduti

Proceedings of the Advances in Information Retrieval, 2003

2002

Report on the workshop on Operational Text Classification Systems (OTC-02).

[BibT_eX]

[DOI]

Susan T. Dumais

David D. Lewis

SIGIR Forum, 2002

Guest Editors' Introduction to the Special Issue on Automated Text Categorization.

[BibT_eX]

[DOI]

Thorsten Joachims

J. Intell. Inf. Syst., 2002

Machine learning in automated text categorization.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2002

Building thematic lexical resources by term categorization.

[BibT_eX]

[DOI]

Alberto Lavelli

Bernardo Magnini

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Mapping an Automated Survey Coding Task into a Probabilistic Text Categorization Framework.

[BibT_eX]

[DOI]

Daniela Giorgetti

Irina Prodanof

Proceedings of the Advances in Natural Language Processing, 2002

2001

Report on the Workshop on Operational Text Classification systems (OTC-01).

[BibT_eX]

[DOI]

David D. Lewis

SIGIR Forum, 2001

A model of multimedia information retrieval.

[BibT_eX]

[DOI]

J. ACM, 2001

2000

Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization.

[BibT_eX]

[DOI]

Luigi Galavotti

Maria Simi

Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

An Improved Boosting Algorithm and its Application to Text Categorization.

[BibT_eX]

[DOI]

Alessandro Sperduti

Nicola Valdambrini

Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999

Towards a Logical Reconstruction of Information Retrieval Theory.

[BibT_eX]

[DOI]

Cybern. Syst., 1999

Total Knowledge and Partial Knowledge in Logical Models of Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

A System for the Fast Prototyping of Multidimensional Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998

Trends in ... a Critical Review: On the Role of Logic in Information Retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 1998

Information Retrieval, Imaging and Probabilistic Logic.

[BibT_eX]

[DOI]

Comput. Artif. Intell., 1998

1997

The Terminological Image Retrieval Model.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Modelling the Retrieval of Structured Documents Containing Texts and Images.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries. First European Conference, 1997

Conceptual Modeling in Multimedia Information Seeking.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 1997

1995

Default Reasoning in a Terminological Logic.

[BibT_eX]

[DOI]

Comput. Artif. Intell., 1995

A Note on Logic and Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Final WorkShop on Multimedia Information Retrieval (MIRO'95), 1995

1994

A Probabilistic Terminological Logic for Modelling Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, 1994

1993

A Model of Information Retrieval Based on a Terminological Logic.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA, USA, June 27, 1993

1991

A Computationally Tractable Terminological Logic.

[BibT_eX]

Proceedings of the Third Scandinavian Conference on Artificial Intelligence, 1991

1990

A Proof-Theoretic Account of Model-Preference Default Reasoning.

[BibT_eX]