Fabrizio Sebastiani
#108,772
Most Influential Person Now
Italian computer scientist
Fabrizio Sebastiani's AcademicInfluence.com Rankings
Fabrizio Sebastianicomputer-science Degrees
Computer Science
#4047
World Rank
#4257
Historical Rank
Computational Linguistics
#314
World Rank
#319
Historical Rank
Database
#1284
World Rank
#1355
Historical Rank
Download Badge
Computer Science
Why Is Fabrizio Sebastiani Influential?
(Suggest an Edit or Addition)Fabrizio Sebastiani's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Machine learning in automated text categorization (2001) (8753)
- SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining (2010) (3115)
- SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining (2006) (2830)
- SemEval-2013 Task 2: Sentiment Analysis in Twitter (2013) (704)
- SemEval-2016 Task 4: Sentiment Analysis in Twitter (2016) (641)
- Determining the semantic orientation of terms through gloss classification (2005) (478)
- Supervised term weighting for automated text categorization (2003) (452)
- Determining Term Subjectivity and Term Orientation for Opinion Mining (2006) (345)
- Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization (2000) (271)
- A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization (2001) (254)
- SentiWordNet: A High-Coverage Lexical Resource for Opinion Mining (2006) (205)
- A Tutorial on Automated Text Categorisation (2000) (202)
- Evaluation Measures for Ordinal Regression (2009) (192)
- PageRanking WordNet Synsets: An Application to Opinion Mining (2007) (189)
- Automatic Web Page Categorization by Link and Context Analysis (1999) (188)
- An analysis of the relative hardness of Reuters-21578 subsets (2005) (185)
- Multi-Faceted Rating of Product Reviews (2009) (183)
- A model of information retrieval based on a terminological logic (1993) (170)
- Determining the semantic orientation of terms through gloss analysis (2005) (127)
- A probabilistic terminological logic for modelling information retrieval (1994) (110)
- Machine learning in automated text categorisation: a survey (1999) (92)
- Boosting multi-label hierarchical text categorization (2008) (80)
- Tweet sentiment: From classification to quantification (2015) (80)
- An improved boosting algorithm and its application to text categorization (2000) (79)
- Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining (2014) (77)
- Automatically Determining Attitude Type and Force for Sentiment Analysis (2009) (77)
- Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution (2006) (74)
- Optimizing Text Quantifiers for Multivariate Loss Functions (2015) (73)
- Evaluation Measures for the SemEval-2016 Task 4 “Sentiment Analysis in Twitter” (Draft: Version 1.13) (2016) (73)
- Statistical Phrases in Automated Text Categorization (2000) (71)
- Text Categorization (2005) (68)
- Distributional term representations: an experimental comparison (2004) (66)
- A model of multimedia information retrieval (2001) (62)
- From classification to quantification in tweet sentiment analysis (2016) (61)
- Classification of Text, Automatic (2006) (61)
- Active Learning Strategies for Multi-Label Text Classification (2009) (59)
- An analysis of the relative hardness of Reuters-21578 subsets: Research Articles (2005) (59)
- Distributional Random Oversampling for Imbalanced Text Classification (2016) (59)
- Trends in ... a Critical Review: On the Role of Logic in Information Retrieval (1998) (59)
- Sentiment Quantification (2010) (54)
- An enhanced CRFs-based system for information extraction from radiology reports (2013) (51)
- An Axiomatically Derived Measure for the Evaluation of Classification Algorithms (2015) (48)
- Online Optimization Methods for the Quantification Problem (2016) (48)
- On the Selection of Negative Examples for Hierarchical Text Categorization (2007) (47)
- Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (2017) (45)
- AI and Opinion Mining, Part 2 (2010) (41)
- Quantification Trees (2013) (41)
- Discretizing Continuous Attributes in AdaBoost for Text Categorization (2003) (39)
- Feature Selection for Ordinal Text Classification (2014) (38)
- Machines that Learn how to Code Open-Ended Survey Data (2010) (37)
- Automating survey coding by multiclass text categorization techniques (2003) (37)
- Expanding domain-specific lexicons by term categorization (2003) (32)
- A scalable algorithm for high-quality clustering of web snippets (2006) (31)
- Cluster Generation and Labeling for Web Snippets: A Fast, Accurate Hierarchical Solution (2006) (31)
- Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery (2018) (30)
- MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization (2006) (29)
- Training Data Cleaning for Text Classification (2009) (29)
- Evaluation measures for quantification: an axiomatic approach (2018) (28)
- ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking (2011) (28)
- Guest Editors' Introduction to the Special Issue on Automated Text Categorization (2002) (26)
- Multi-store metadata-based supervised mobile app classification (2015) (26)
- Optimizing non-decomposable measures with deep networks (2018) (24)
- Random-Walk Models of Term Semantics: An Application to Opinion-Related Properties (2007) (24)
- Evaluating Information Extraction (2010) (23)
- TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization (2006) (23)
- Using Micro-Documents for Feature Selection: The Case of Ordinal Text Classification (2013) (23)
- Ordinal Text Quantification (2016) (22)
- Preferential text classification: learning algorithms and evaluation measures (2009) (22)
- Cross-Lingual Sentiment Quantification (2019) (22)
- 6 Text Categorization (2005) (22)
- Semi-Automated Text Classification for Sensitivity Identification (2015) (21)
- Mirlog: A Logic for Multimedia Information Retrieval (1998) (21)
- Automatic expansion of domain-specific lexicons by term categorization (2006) (21)
- Modelling the Retrieval of Structured Documents Containing Texts and Images (1997) (20)
- Feature selection for ordinal regression (2010) (20)
- Multiclass text categorization for automated survey coding (2003) (20)
- Bridging social media via distant supervision (2015) (19)
- Word-class embeddings for multiclass text classification (2019) (19)
- Supervised Term Weighting for Automated Text Categorization (extended version) (2004) (19)
- Distant Supervision for Tweet Classification Using YouTube Labels (2015) (19)
- The Terminological Image Retrieval Model (1997) (18)
- A Recurrent Neural Network for Sentiment Quantification (2018) (17)
- A utility-theoretic ranking method for semi-automated text classification (2012) (17)
- Learning to Weight for Text Classification (2019) (17)
- Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification (2019) (16)
- On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports (2015) (16)
- A Computationally Tractable Terminological Logic (1991) (16)
- Improving Text Classification Accuracy by Training Label Cleaning (2013) (16)
- Organizing Digital Libraries by Automated Text Categorization (2004) (15)
- Machine Learning in Automated Text Categorization: a Bibliography (2003) (14)
- Machine Learning in Automated Text Categorization: a Bibliography (2003) (14)
- A Note on Logic and Information Retrieval (1995) (14)
- Selecting negative examples for hierarchical text classification: An experimental comparison (2010) (13)
- Report on the workshop on Operational Text Classification Systems (OTC-02) (2002) (12)
- Quantification in social networks (2015) (12)
- Annotating Expressions of Opinion and Emotion in the Italian Content Annotation Bank (2008) (12)
- Lightweight Random Indexing for Polylingual Text Classification (2016) (12)
- Reasoning about the Form and Content of Multimedia Objects (Extended Abstract) (1997) (12)
- QuaPy: A Python-Based Framework for Quantification (2021) (11)
- Sentence-Based Active Learning Strategies for Information Extraction (2010) (11)
- An Analysis of the Relative Difficulty of Reuters-21578 Subsets (2004) (11)
- Tweet sentiment quantification: An experimental re-evaluation (2020) (11)
- Information Retrieval, Imaging and Probabilistic Logic (1998) (10)
- How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science (2018) (10)
- Explicit Loss Minimization in Quantification Applications (Preliminary Draft) (2014) (9)
- Utility-Theoretic Ranking for Semiautomated Text Classification (2015) (9)
- Enhancing Opinion Extraction by Automatically Annotated Lexical Resources - (Extended Version) (2009) (9)
- Re-Assessing the "Classify and Count" Quantification Method (2020) (9)
- Dialogue modelling in M-KRYPTON-a hybrid language for multiple believers (1988) (9)
- Report on the Workshop on Operational Text Classification systems (OTC-01) (2001) (9)
- Building Thematic Lexical Resources by Bootstrapping and Machine Learning (2002) (9)
- A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm for Posterior Probability Adjustment (2020) (8)
- Feature Selection and Negative Evidence in Automated Text Categorization [ Poster Paper ] (2000) (8)
- Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval (2016) (8)
- Interactive query expansion with automatically generated category-specific thesauri (2001) (8)
- QT2S: A System for Monitoring Road Traffic Via Fine Grounding of Tweets (2017) (8)
- Logical and Computational Properties of the Description Logic Mirtl (2000) (7)
- Metadata Repository (2009) (7)
- The Epistle to Cangrande through the Lens of Computational Authorship Verification (2019) (7)
- Endorsements and rebuttals in blog distillation (2013) (7)
- Building automated survey coders via interactive machine learning (2019) (7)
- A probabilistic termonological logic for information retrieval (1994) (7)
- Evaluation Measures for Ordinal Text Classification (2009) (7)
- Transitioning the information retrieval literature to a fully open access model (2021) (7)
- Stochastic Optimization Techniques for Quantification Performance Measures (2016) (7)
- Advances in Information Retrieval (2016) (6)
- Optimising human inspection work in automated verbatim coding (2014) (6)
- Lost in Transduction: Transductive Transfer Learning in Text Classification (2021) (6)
- A system for the fast prototyping of multidimensional image retrieval (1999) (6)
- Organizing and Using Digital Libraries by Automated Text Categorization (2001) (5)
- On heterogeneous model-preference default theories (1990) (5)
- Image classification via adaptive ensembles of descriptor-specific classifiers (2010) (5)
- Automated generation of category-specific thesauri for interactivequery expansion (1998) (5)
- Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments (2018) (5)
- Variable-constraint classification and quantification of radiology reports under the ACR Index (2013) (5)
- Blog Distillation via Sentiment-Sensitive Link Analysis (2012) (5)
- Imaging and Information Retrieval: Variations on a Theme∗ (2000) (5)
- EU-US WORKING GROUP ON SPOKEN-WORD AUDIO COLLECTIONS (2003) (5)
- QCRI at SemEval-2016 Task 4: Probabilistic Methods for Binary and Ordinal Quantification (2016) (5)
- A Study on Feature Subsumption for Sentiment Classification in Social Networks using Natural Language Processing (2012) (5)
- Metadata Enrichment Services for the Europeana Digital Library (2012) (5)
- Automatic Coding of Open-ended Questions Using Text Categorization Techniques (2004) (4)
- Heterogeneous document embeddings for cross-lingual text classification (2021) (4)
- Sentiment Quantification of User-Generated Content (2018) (4)
- Towards a Logical Reconstruction of Information Retrieval Theory (1999) (4)
- Mapping an Automated Survey Coding Task into a Probabilistic Text Categorization Framework (2002) (4)
- Automatic Coding of Open-Ended Surveys Using Text Categorization Techniques (2003) (4)
- Learning to Quantify: Methods and Applications (LQ 2021) (2021) (4)
- Classifying websites by industry sector: a study in feature design (2015) (4)
- Funnelling (2019) (4)
- Preference Learning for Category-Ranking based Interactive Text Categorization (2007) (4)
- LeQua@CLEF2022: Learning to Quantify (2021) (4)
- Learning to Quantify: Estimating Class Prevalence via Supervised Learning (2019) (3)
- Text Quantification (2014) (3)
- The terminological image model (1997) (3)
- Building thematic lexical resources by term categorization (2002) (3)
- Automated Text Categorization: Tools, Techniques and Applications (2002) (3)
- Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008 (2008) (3)
- Conceptual Modeling in Multimedia Information Seeking (1997) (3)
- Multimedia Information Retrieval Model (2009) (3)
- Research and Advanced Technology for Digital Libraries, 14th European Conference, ECDL 2010, Glasgow, UK, September 6-10, 2010. Proceedings (2010) (2)
- Multimodal Databases (2009) (2)
- Incremental acquisition of knowledge for non-monotonic reasoning (1994) (2)
- Global System Architecture Report (2001) (2)
- Default Reasoning in a Terminological Logic (1995) (2)
- Selecting Features for Ordinal Text Classification (2010) (2)
- Guest Editors’ introduction to the focussed issue on the 14th European Conference on Digital Libraries (ECDL 2010) (2010) (2)
- Measuring Fairness under Unawareness via Quantification (2021) (2)
- On the role of logic in image retrieval (1998) (2)
- Advances in Information Retrieval (2003) (2)
- Adaptive Committees of Feature-Specific Classifiers for Image Classification (2016) (2)
- CHAPTER 2 2 (2017) (2)
- Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract) (2018) (2)
- A proof-theoretic account of model-preference default systems (1990) (2)
- Theoretical and experimental aspects of knowledge representation (1992) (2)
- Proceedings of the 14th European conference on Research and advanced technology for digital libraries (2005) (2)
- Encoding Ordinal Features into Binary Features for Text Classification (2009) (2)
- Using micro-documents for feature selection (2011) (1)
- Proceedings of the 25th European conference on IR research (2003) (1)
- Introduction: Special Issue on the 25th European Conference on Information Retrieval Research (2004) (1)
- Acquaintance and awareness in belief representation (1989) (1)
- Knowledge-based access to multimedia document bases (1994) (1)
- Conditional probabilistic reasoning without conditional logic (2000) (1)
- A Concise Overview of LeQua@CLEF 2022: Learning to Quantify (2022) (1)
- Italian Information Retrieval Workshop (2015) (1)
- ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification (2010) (1)
- Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification (2016) (1)
- MedLatinEpi and MedLatinLit: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts (2020) (1)
- Tutorial: Supervised Learning for Prevalence Estimation (2019) (1)
- Reasoning about Form, Content and Uncertainty for Multimedia Document Retrieval (1996) (1)
- Ordinal Quantification Through Regularization (2022) (1)
- Active Learning and the Saerens-Latinne-Decaestecker Algorithm: An Evaluation (2022) (1)
- String Processing and Information Retrieval, 18th International Symposium, SPIRE 2011, Pisa, Italy, October 17-21, 2011. Proceedings (2011) (1)
- Publishing survey articles on information retrieval topics (2011) (1)
- A Detailed Overview of LeQua@CLEF 2022: Learning to Quantify (2022) (1)
- StarTrack: The Next Generation (of Product Review Management Tools) (2013) (1)
- Unravelling Interlanguage Facts via Explainable Machine Learning (2022) (1)
- Total Knowledge and Partial Knowledge in Logical Models of Information Retrieval (1999) (1)
- An Experimental Comparison of Term Representation for Term Management Applications (2004) (1)
- Ordinal Quantification through Regularization (2022) (1)
- Incremental knowledge acquisition for non-monotonic reasoning (1994) (1)
- A Fully Model-Theoretic Semantics for Model-Preference Default Systems (2000) (1)
- Designing effective retrieval engines for multimedia document repositories (2002) (1)
- Knowledge base vivification by model-preference default reasoning (1991) (0)
- Garbled-Word Embeddings for Jumbled Text (2021) (0)
- Reasoning about Form and Content for Multimedia IR∗ (2000) (0)
- Modelling in M-KRYPTON , a Hybrid Language for Multiple Bel ievers (1988) (0)
- A conceptual dictionary for contextually based structure selection (1986) (0)
- IR / 0 11 00 53 v 1 2 6 O ct 2 00 1 Machine Learning in Automated Text Categorization (2006) (0)
- Natural language processing: annual report (1986) (0)
- Recent publications of the "Multimedia Information Access" Research Group (2000) (0)
- ' s personal copy An enhanced CRFs-based system for information extraction from radiology reports q (2013) (0)
- From classification to quantification in tweet sentiment analysis (2016) (0)
- Models of information retrieval (1998) (0)
- Optimizing non-decomposable measures with deep networks (2018) (0)
- A Proof-Theoretic Account of Model-Preference Default Reasoning (1990) (0)
- Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract) (2018) (0)
- Report on the 25th European conference on information retrieval research (ECIR-03) (2003) (0)
- 5. Sussna M. Word Sense Disambiguation for Free-text Indexing Using a Massive Semantic Network. Proceedings 5.2 Disambiguating Ambiguity (1997) (0)
- Proceedings of the {ERCIM} Workshop on Theoretical and Experimental Aspects of Knowledge Representat (1992) (0)
- Proceedings of the 18th international conference on String processing and information retrieval (2011) (0)
- Syllabic Quantity: Rhythmic Clues for Latin Authorship (2022) (0)
- Report on the 43rd european conference on information retrieval (ECIR 2021) (2021) (0)
- 2nd Int. Conf. on Theoretical Aspects of Reasoning about Knowledge: Monterey, California, 7--9 march 1988 (1988) (0)
- R&d and Technolgy Transfer Extracting Information from Free-text Mammography Reports (0)
- The planning and inferencing component (1988) (0)
- Semantic interpretation of technical text (1986) (0)
- Knowledge Base Vivification (1992) (0)
- Report on the 13th Conference and Labs of the Evaluation Forum (CLEF 2022) (2022) (0)
- An overview of the {QWERTY} technical language understanding system (1986) (0)
- A model-theoretic semantics for model-preference default systems (extended abstract) (1990) (0)
- Boosting-Based Multiway Relation Classification (2010) (0)
- QWERTY}: a semantic interpreter of technical texts (1986) (0)
- M Multimedia Information Retrieval Model (0)
- Knowledge, user models and plans (1987) (0)
- Learning to Quantify (2023) (0)
- LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems (2021) (0)
- Evaluation measures for quantification: an axiomatic approach (2019) (0)
- Same or Different? Diff-Vectors for Authorship Analysis (2023) (0)
- M ay 2 01 9 Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search Pepa Atanasova (2019) (0)
- CLEF 2022 : Learning to Quantify (2021) (0)
- Automated Coding of Open-ended Surveys: Technical and Ethical Issues (2006) (0)
- Selection for Ordinal Text Classification (2009) (0)
- Boosting algorithms for automated text categorization (2001) (0)
- Syllabic quantity patterns as rhythmic features for Latin authorship attribution (2021) (0)
- Multimedia information retrieval (1998) (0)
- General chairs' welcome (2016) (0)
- Bridging social media via distant supervision (2015) (0)
- Requires Similarity Matching. It Is Very Rare to Find a Result Using Exact Matching. Search in Mmdb Usually Future Directions Cross-references Recommended Reading an Interactive Image Management System for Face Information Retrieval. Ieee Trans. Knowl. Data. Multimedia Information Discovery Multimed (0)
- Reviewers, Volume 33 (1990) (0)
- Proceedings of the 2nd International Workshop on Learning to Quantify (LQ 2022) (2022) (0)
- Knowledge representation for natural language processing in technical domains (1987) (0)
- Report on the 1st International Workshop on Learning to Quantify (LQ 2021) (2022) (0)
- Knowledge Base Vivification by Model-Preference Default Inference (2000) (0)
- Research and Advanced Technology for Digital Libraries: Proceedings of the 14th European Conference, ECDL 2010, Glasgow, UK, September 6-10, 2010 (2010) (0)
- Improved Risk Minimization Algorithms for Technology-Assisted Review (2023) (0)
- [Not Available]. (1984) (0)
- ’ introduction to the focussed issue on the 14 th European Conference on Digital Libraries ( ECDL 2010 ) (2011) (0)
- On the Tractability of Terminological Logics with Numerical Restrictions (1992) (0)
- PreferenceLearning forCategory-Ranking based Interactive TextCategorization (2007) (0)
- Multi-dimensional Mapping (2009) (0)
- The Impacts of Low-Quality Training Data on Information Extraction from Clinical Reports (2018) (0)
- Feature Selection for Ordinal Text Classification1 (2013) (0)
- Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification (2022) (0)
- Extracting Information from Free-text Mammography Reports (2010) (0)
- Report on the 2nd ACM SIGIR/SIGKDD Africa school on machine learning for data mining and search (2020) (0)
- Real-Time Location Extraction for Social-Media Events in Qatar (2016) (0)
- Editorial (2014) (0)
- Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach (2021) (0)
- Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search (2019) (0)
- Proceedings of the 25th European Conference on Information Retrieval (ECIR'03) (2003) (0)
- Advances in information retrieval : 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003 : proceedings (2003) (0)
- The Challenge of Sentiment Quantification (2016) (0)
- Automated Verbatim Coding: {S}tate of the Art and Future Perspectives (2007) (0)
- Text Classification A course to be delivered at WebBar’07 August 27–31, 2007 – Varenna, Italy (2007) (0)
- StarTrack: The Next Generation (of Product Review Management Tools) (2013) (0)
- QuaPy: A Publicly Available Python-Based Software Library for Quantification (2021) (0)
- Probabilistic Indexing and Categorisation Tool, Intermediate Prototype (1999) (0)
- Multi-Label Quantification (2022) (0)
This paper list is powered by the following services:
What Schools Are Affiliated With Fabrizio Sebastiani?
Fabrizio Sebastiani is affiliated with the following schools:
