Andrea Esuli

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

2020

Learning to Weight for Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings.

[BibT_eX]

[DOI]

Lucas May Petry

Camila Leite da Silva

Chiara Renso

Vania Bogorny

Int. J. Geogr. Inf. Sci., 2020

Cross-Lingual Sentiment Quantification.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2020

Transformer Reasoning Network for Image- Text Matching and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

An NLP approach for cross-domain ambiguity detection in requirements engineering.

[BibT_eX]

[DOI]

Alessio Ferrari

Autom. Softw. Eng., 2019

2018

Picture it in your mind: generating high level visual representations from textual descriptions.

[BibT_eX]

[DOI]

Inf. Retr. J., 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Traj2User: exploiting embeddings for computing similarity of users mobile behavior.

[BibT_eX]

[DOI]

CoRR, 2018

Identification of Cross-Domain Ambiguity with Language Models.

[BibT_eX]

[DOI]

Alessio Ferrari

Stefania Gnesi

Proceedings of the 5th International Workshop on Artificial Intelligence for Requirements Engineering, 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

Natural Language Requirements Processing: A 4D Vision.

[BibT_eX]

[DOI]

IEEE Softw., 2017

Perception of social phenomena through the multidimensional analysis of online social networks.

[BibT_eX]

[DOI]

Mauro Coletto

Claudio Lucchese

Cristina Ioana Muntean

Franco Maria Nardini

Raffaele Perego

Chiara Renso

Online Soc. Networks Media, 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

JaTeCS an open-source JAva TExt Categorization System.

[BibT_eX]

[DOI]

CoRR, 2017

Exploring epoch-dependent stochastic residual networks.

[BibT_eX]

[DOI]

Fabio Carrara

Fabrizio Falchi

CoRR, 2017

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

ISTI-CNR at SemEval-2016 Task 4: Quantification on an Ordinal Scale.

[BibT_eX]

[DOI]

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

Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis.

[BibT_eX]

[DOI]

Mauro Coletto

Claudio Lucchese

Cristina Ioana Muntean

Franco Maria Nardini

Raffaele Perego

Chiara Renso

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 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]

ACM Trans. Knowl. Discov. Data, 2015

A comparison of pivot selection techniques for permutation-based indexing.

[BibT_eX]

[DOI]

Giuseppe Amato

Fabrizio Falchi

Inf. Syst., 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

On the impact of entity linking in microblog real-time filtering.

[BibT_eX]

[DOI]

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

ProcessFast, a Java Framework for Development of Concurrent and Distributed Applications.

[BibT_eX]

[DOI]

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Word Embeddings Go to Italy: A Comparison of Models and Training Datasets.

[BibT_eX]

[DOI]

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining.

[BibT_eX]

[DOI]

Salud M. Jiménez Zafra

María Teresa Martín-Valdivia

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Distributional Correspondence Indexing for Cross-Language Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2015

Semi-Automated Text Classification for Sensitivity Identification.

[BibT_eX]

[DOI]

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

2014

Feature Selection for Ordinal Text Classification.

[BibT_eX]

[DOI]

Neural Comput., 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

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]

ERCIM News, 2013

The User Feedback on SentiWordNet.

[BibT_eX]

[DOI]

CoRR, 2013

Pivot Selection Strategies for Permutation-Based Similarity Search.

[BibT_eX]

[DOI]

Giuseppe Amato

Fabrizio Falchi

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

2012

Use of permutation prefixes for efficient and scalable approximate similarity search.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2012

ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of The Twenty-First Text REtrieval Conference, 2012

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

[BibT_eX]

[DOI]

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

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

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

PP-Index: Using Permutation Prefixes for Efficient and Scalable Similarity Search (Extended Abstract).

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 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

Multi-Faceted Rating of Product Reviews.

[BibT_eX]

[DOI]

ERCIM News, 2009

CoPhIR: a Test Collection for Content-Based Image Retrieval

[BibT_eX]

[DOI]

CoRR, 2009

MiPai: Using the PP-Index to Build an Efficient and Scalable Similarity Search System.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Similarity Search and Applications, 2009

PP-Index: Using Permutation Prefixes for Efficient and Scalable Approximate Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 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

Automatic Generation of Lexical Resources for Opinion Mining: Models, Algorithms and Applications.

[BibT_eX]

[DOI]

PhD thesis, 2008

Automatic generation of lexical resources for opinion mining: models, algorithms and applications.

[BibT_eX]

[DOI]

SIGIR Forum, 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

Automatically Determining Attitude Type and Force for Sentiment Analysis.

[BibT_eX]

[DOI]

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

PageRanking WordNet Synsets: An Application to Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the ACL 2007, 2007

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

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

Determining the semantic orientation of terms through gloss classification.

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[DOI]

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

2004

Best bets: thousands of queries in search of a client.

[BibT_eX]

[DOI]

Giuseppe Attardi

Maria Simi

Proceedings of the 13th international conference on World Wide Web, 2004

Using Clustering and Blade Clusters in the Terabyte Task.

[BibT_eX]

[DOI]

Giuseppe Attardi