Fabrizio Sebastiani: Publications
In reverse chronological order.
2003
2002
2001
2000
1999
1998
1997
1996
1995
1994
1993
1992
1991
1990
1989
1988
1987
1986
2003
- Fabrizio Sebastiani
- Text Categorization.
- In Alessandro Zanasi (ed.), Text Mining and its Applications, WIT
Press, Southampton, UK. Forthcoming.
- Daniela Giorgetti and Fabrizio Sebastiani
- Automating Survey Coding by Multiclass Text Categorization
Techniques.
- Journal of the American Society for Information Science and
Technology. Forthcoming.
- Pio Nardiello, Fabrizio Sebastiani, and Alessandro Sperduti
- Discretizing Continuous Attributes in AdaBoost for Text
Categorization.
- Proceedings of ECIR-03, 25th European Conference on Information
Retrieval, Pisa, IT, 2003, pp. 320--334.
- Franca Debole and Fabrizio Sebastiani
- Supervised term weighting for automated text categorization.
- Proceedings of SAC-03, 18th ACM Symposium on Applied Computing,
Melbourne, US, 2003, pp. 784--788.
- Henri Avancini, Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani,
and Roberto Zanoli
- Expanding Domain-Specific Lexicons by Term Categorization.
- Proceedings of SAC-03, 18th ACM Symposium on Applied Computing,
Melbourne, US, 2003, pp. 793--797.
- Daniela Giorgetti and Fabrizio Sebastiani
- Multiclass Text Categorization for Automated Survey Coding.
- Proceedings of SAC-03, 18th ACM Symposium on Applied Computing,
Melbourne, US, 2003, pp. 798--802.
2002
- Fabrizio Sebastiani
- Machine learning in automated text categorization. ACM Computing
Surveys, 34(1):1-47, 2002.
- Thorsten Joachims and Fabrizio Sebastiani
- Guest editors' introduction to the Special Issue on Automated Text
Categorization. Journal of Intelligent Information Systems,
18(2):103-105, 2002.
- Susan T. Dumais, David Lewis and Fabrizio Sebastiani
- Report on the 2nd Workshop on Operational Text Classification Systems
(OTC-02). SIGIR Forum, 36(2), 2002. Forthcoming
- Alberto Lavelli, Bernardo Magnini, and Fabrizio Sebastiani
- Building thematic lexical resources by bootstrapping and machine
learning. Proceedings of the LREC-02 Workshop on Linguistic Knowledge
Acquisition and Representation, Las Palmas, ES, 2002, pp. 53--62.
- Daniela Giorgetti, Irina Prodanof, and Fabrizio Sebastiani
- Mapping an Automated Survey Coding Task into a Probabilistic Text
Categorization Framework. In Elisabete Ranchhod and Nuno J. Mamede (eds.),
Advances in Natural Language ProcessingSpringer Verlag, Heidelberg, DE,
2002.
2001
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- A model of multimedia information retrieval. Journal of the
ACM, 48(5):909-970, 2001.
- David Lewis and Fabrizio Sebastiani
- Report on the Workshop on Operational Text Classification Systems
(OTC-01). SIGIR Forum, 35(2), 2001.
- Fabrizio Sebastiani
- Organizing and using digital libraries by automated text
categorization. In Luciana Bordoni and Gianni Semeraro (eds.),
Proceedings of the AI*IA Workshop on Artificial Intelligence for Cultural
Heritage and Digital Libraries, Bari, IT, 2001, pp. 93--94. Invited talk.
- Fabrizio Sebastiani
- Interactive query expansion with automatically generated
category-specific thesauri. In Amita G. Chin (ed.), Text Databases and
Document Management: Theory and Practice, Idea Group Publishing, Hershey,
US, 2001, pp. 103-117.
- Maria Fernanda Caropreso, Stan Matwin, and Fabrizio Sebastiani
- A learner-independent evaluation of the usefulness of statistical
phrases for automated text categorization. In Amita G. Chin (ed.), Text
Databases and Document Management: Theory and Practice, Idea Group
Publishing, Hershey, US, 2001, pp. 78-102.
2000
- Luigi Galavotti, Fabrizio Sebastiani, and Maria Simi
- Experiments on the use of feature selection and negative evidence in
automated text categorization. In José Borbinha and Thomas Baker (eds.),
Proceedings of ECDL-00, 4th European Conference on Research and Advanced
Technology for Digital Libraries, Lisbon, PT, 2000, pp. 59-68. Published
in the Lecture Notes for Computer Science series, number 1923, Springer
Verlag, Heidelberg, DE.
- Fabrizio Sebastiani, Alessandro Sperduti and Nicola Valdambrini
- An improved boosting algorithm and its application to automated text
categorization. In Arvin Agah, Jamie Callan and Elke Rundensteiner (eds.),
Proceedings of CIKM-00, 9th ACM International Conference on Information and
Knowledge Management, McLean, US, 2000, pp. 78-85.
- Luigi Galavotti, Fabrizio Sebastiani, and Maria Simi
- Feature selection and negative evidence in automated text
categorization. In Marko Grobelnik, Dunja Mladenic and Natasa
Milic-Frayling (eds.), Proceedings of the ACM KDD-00 Workshop on Text Mining,
Boston, US, 2000.
1999
- Fabrizio Sebastiani
- A tutorial on automated text categorisation. In Analia Amandi and
Alejandro Zunino (eds.), Proceedings of ASAI-99, 1st Argentinian Symposium
on Artificial Intelligence, Buenos Aires, AR, 1999, pp. 7-35.
- Fabrizio Sebastiani
- Automated generation of category-specific thesauri for interactive
query expansion. In Joseph Fong (ed.), Proceedings of IDC'99, 9th
International Database Conference on Heterogeneous and Internet Databases,
Hong Kong, CN, 1999, pp. 429-432.
- Fabrizio Sebastiani
- Towards a logical reconstruction of information retrieval
theory.Cybernetics and Systems, 30(5):411-428, 1999.
- Giuseppe Attardi, Antonio Gullì and Fabrizio Sebastiani
- Automatic Web page categorization by link and context analysis. In
Chris Hutchison and Gaetano Lanzarone (eds.), Proceedings of THAI'99,
European Symposium on Telematics, Hypermedia and Artificial Intelligence,
Varese, IT, pp. 105--119.
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- A system for the fast prototyping of multidimensional image
retrieval. In Proceedings of IEEE ICMCS'99, IEEE International
Conference on Multimedia Computing and Systems, Firenze, IT, 1999, Volume
II, pp. 603-609.
- Fabrizio Sebastiani
- Total knowledge and partial knowledge in logical models of information
retrieval. In Andrzej Skowron and Zbigniew W. Ras (eds.), Proceedings
of ISMIS'99, 11th International Symposium on Methodologies for Intelligent
Systems, Warsaw, PL, 1999, pp. 133-143. Published in the Lecture Notes for
Computer Science series, number 1609, Springer Verlag, Heidelberg, DE.
- Carlo Meghini and Fabrizio Sebastiani
- Conceptual modelling in multimedia information seeking. In Peter P.
Chen, Jacky Akoka, Hannu Kangassalo and Bernhard Thalheim (eds.),
Conceptual Modeling: Current Issues and Future Directions, pp. 281-286.
Published in the "Lecture Notes in Computer Science" series, number 1565,
Springer Verlag, Heidelberg, DE.
- Giuseppe Attardi, Antonio Gullì and Fabrizio Sebastiani
- THESEUS: categorization by context. In Poster Proceedings of
WWW'99, 8th International Conference on the World Wide Web, Toronto, CA,
pp. 136-137.
1998
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- MIRLOG: a logic for multimedia information retrieval. In Fabio
Crestani, Mounia Lalmas and Cornelis J. van Rijsbergen (eds.), Information
Retrieval: Uncertainty and Logics. Advanced models for the representation and
retrieval of information, Kluwer Academic Publishing, Dordrecht, NL, pp.
151-185, 1998.
- Fabrizio Sebastiani
- On the role of logic in information retrieval. Information
Processing and Management, 34(1):1-18, 1998.
- Fabrizio Sebastiani
- Information retrieval, imaging and probabilistic logic.
Computers and Artificial Intelligence, 17(1):35-50, 1998.
- Giuseppe Attardi, Sergio Di Marco, David F. Salvi and Fabrizio Sebastiani
- Categorization by context. In David Schwartz, Monica Divitini and
Terje Brasethvik (eds.), Proceedings of IIIS-98, First International
Workshop on Innovative Internet Information Systems, Pisa, IT, 1998, pp.
1-13.
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- On the role of logic in image retrieval. In Alberto Del Bimbo and
Raimondo Schettini (eds.), Proceedings of IR-98, 1st Workshop on Image and
Video Content-Based Retrieval, Milano, IT, 1998, pp. 115-117. Italian
Chapter of the International Association for Pattern Recognition.
- Fabrizio Sebastiani
- Book review of "Intelligent multimedia information retrieval", edited
by Mark T. Maybury , The MIT Press, Cambridge, MA, 1997. ACM Computing
Surveys, June 1998, pp. 296-297.
- Fabrizio Sebastiani
- Book review of "Readings in information retrieval", edited by Karen
Sparck Jones and Peter Willett , Morgan Kaufmann Publishers, San Mateo,
CA, 1997. The Computer Journal, 41(4):280-281, 1998.
1997
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- The terminological image model. In Alberto Del Bimbo (ed.),
Proceedings of ICIAP-97, 9th International Conference on Image Analysis and
Processing, Firenze, IT, 1997, pp. 156-163. Published in the "Lecture
Notes in Computer Science" series, number 1311, Springer Verlag, Heidelberg,
DE.
- Fabrizio Sebastiani
- Conditional probabilistic reasoning without conditional logic. In
Ivan Plander (ed.), Proceedings of AIICSR-97, 7th International Conference
on Artificial Intelligence and Information-Control Systems of Robots,
Smolenice, SK, 1997, pp. 299-310. Published by World Scientific Publishers,
SG.
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- Modelling the retrieval of structured documents containing texts and
images. In Carol Peters and Costantino Thanos (eds.), Proceedings of
ECDL-97, 1st European Conference on Research and Advanced Technology for
Digital Libraries, Pisa, IT, 1997, pp. 325-344. Published in the "Lecture
Notes in Computer Science" series, number 1324, Springer Verlag, Heidelberg,
DE.
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- Reasoning about form and content of multimedia objects (extended
abstract). In Michael J. Witbrock and Alexander G. Hauptmann (eds.),
Working Notes of AAAI Spring Symposium on the Intelligent Integration and
Use of Text, Image, Video and Audio Corpora, Stanford, US, 1997, pp.
89-94.
- Fabrizio Sebastiani
- Book review of "Exploring logical dynamics", by Johan F. van
Benthem , Center for the Study of Language and Information, 1996. The
Computer Journal, 40(5):298-299, 1997.
1996
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- Designing effective retrieval engines for multimedia document
repositories. In Working Notes of the AI*IA Workshop on Access,
Extraction and Integration of Knowledge, Napoli, IT, 1996, pp. 67-70.
- Fabio Crestani, Fabrizio Sebastiani and Cornelis J. van Rijsbergen
- Imaging and information retrieval: variations on a theme. In Fabio
Crestani and Mounia Lalmas (eds.), Proceedings of the 2nd International
Workshop on Logic and Uncertainty in Information Retrieval, Glasgow, UK,
1996, pp. 48-49.
- Carlo Meghini, Fabrizio Sebastiani and Umberto Straccia
- Reasoning about form, content and uncertainty for multimedia document
retrieval. In Fabio Crestani and Mounia Lalmas (eds.), Proceedings of
the 2nd International Workshop on Logic and Uncertainty in Information
Retrieval, Glasgow, UK, 1996, pp. 57-58.
- Fabrizio Sebastiani
- A note on logic and information retrieval. In Ian Ruthven (ed.),
Proceedings of MIRO-95, Workshop on Multimedia Information Retrieval,
Glasgow, UK, 1995, pp. 1-15. Published in the "Workshops in Computing" series,
Springer Verlag, Heidelberg, DE, 1996.
- Fabrizio Sebastiani
- Book review of "Reasoning about knowledge", by Ronald Fagin, Joseph Y.
Halpern, Yoram Moses and Moshe Y. Vardi , The MIT Press, 1995. The
Computer Journal, 39(8):728, 1996.
1995
- Fabrizio Sebastiani and Umberto Straccia
- Default reasoning in a terminological logic. Computers and
Artificial Intelligence, 14(3):225-251, 1995.
- Paolo Buongarzoni, Carlo Meghini, Rossella Salis, Fabrizio Sebastiani and
Umberto Straccia
- Logical and computational properties of the description logic
MIRTL. In Alexander Borgida, Maurizio Lenzerini, Daniele Nardi and
Bernhard Nebel (eds.), Proceedings of DL-95, 4th International Workshop on
Description Logics, Roma, IT, 1995, pp. 80-84.
1994
- Fabrizio Sebastiani and Umberto Straccia
- Incremental acquisition of knowledge for non-monotonic
reasoning.Computers and Artificial Intelligence, 13(4):377-396,
1994.
- Fabrizio Sebastiani
- A probabilistic terminological logic for modelling information
retrieval. In W. Bruce Croft and Cornelis J. van Rijsbergen (eds.),
Proceedings of SIGIR-94, 17th ACM International Conference on Research and
Development in Information Retrieval, Dublin, IE, 1994, pp. 122-130.
Published by Springer Verlag, Heidelberg, DE.
- Fabrizio Sebastiani and Umberto Straccia
- Incremental knowledge acquisition for non monotonic reasoning. In
Luc Steels, Guus Schreiber and Walter van de Velde (eds.), Proceedings of
EKAW-94, 8th European Workshop in Knowledge Acquisition (Position papers
volume), Hoegaarden, BE, 1994.
1993
- Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia and Costantino Thanos
- A model of information retrieval based on a terminological logic.
In Robert Korfhage, Edie Rasmussen and Peter Willett (eds.), Proceedings of
SIGIR-93, 16th ACM International Conference on Research and Development in
Information Retrieval, Pittsburgh, US, 1993, pp. 298-307. Published by ACM
Press, Baltimore, US.
1992
- Carlo Meghini and Fabrizio Sebastiani (eds.)
- Proceedings of the ERCIM Workshop on Theoretical and Experimental
Aspects of Knowledge Representation, Pisa, IT, 1992.
- Fabrizio Sebastiani and Umberto Straccia
- On the complexity of terminological logics with numerical
restriction. In Proceedings of the Italian Workshop on Terminological
and Hybrid Reasoning, Roma, IT, 1990. Proceedings published as a special
issue of AI*IA Notizie (Bulletin of the Italian Association for
Artificial Intelligence), 5(2), 1992.
1991
- Fabrizio Sebastiani
- A fully model-theoretic semantics for model-preference default
systems. In Michel De Glas and Dov M. Gabbay (eds.), Proceedings of
WOCFAI-91, First World Conference on the Foundations of Artificial
Intelligence, Paris, FR, 1991, pp. 439-445.
- Fabrizio Sebastiani and Umberto Straccia
- A computationally tractable terminological logic. In Brian Mayoh
(ed.), Proceedings of SCAI-91, 3rd Scandinavian Conference on Artificial
Intelligence, Roskilde, DK, 1991, pp. 307-315. Published by IOS Press,
Amsterdam, NL.
- Carlo Meghini and Fabrizio Sebastiani
- Knowledge base vivification by model-preference default reasoning.
In Peter Barnev (ed.), Proceedings of Programming 1991, 16th International
Summer School on Computer Science, Sofia, BL, 1991, pp. 37-56.
1990
- Fabrizio Sebastiani
- A proof-theoretic account of model-preference default systems. In
Philippe Jorrand and Vladimir Sgurev (eds.), Artificial Intelligence:
Methodology, Systems, Applications, Elsevier Science Publishers,
Amsterdam, NL, 1990, pp. 51-60.
- Fabrizio Sebastiani
- On heterogeneous model-preference default theories. In Peter F.
Patel-Schneider (ed.), Proceedings of CSCSI/SCEIO-90, 8th Biennial
Conference of the Canadian Society for Computational Studies of
Intelligence, Ottawa, CA, 1990, pp. 84-91.
- Fabrizio Sebastiani
- A model-theoretic semantics for model-preference default systems
(extended abstract). In Alberto Martelli and Giorgio Valle (eds.),
Proceedings of CI-90, 2nd International Conference on Computational
Intelligence, Milano, IT, 1990, p. 72.
1989
- Alessandro Saffiotti and Fabrizio Sebastiani
- Towards a hybrid logic of acquaintance and awareness. In Anthony
Cohn (ed.), Proceedings of AISB-89, Seventh Conference of the Society for
the Study of Artificial Intelligence and Simulation of Behaviour,
Brighton, UK, 1989, pp. 95-103. Published by Morgan Kaufmann Publishers, San
Mateo, US.
1988
- Alessandro Saffiotti and Fabrizio Sebastiani
- Acquaintance and awareness in belief representation. In Alberto
Martelli and Giorgio Valle (eds.), Computational Intelligence I, North
Holland, Amsterdam, NL, 1988, pp. 159-161.
- Alessandro Saffiotti and Fabrizio Sebastiani
- Dialogue modelling in M-KRYPTON, a hybrid language for multiple
believers. In Elaine Kant and Dennis O'Neill (eds.), Proceedings of
CAIA-88, 4th IEEE Conference on Artificial Intelligence Applications, San
Diego, US, 1988, pp. 56-61.
1987
1986
- Fabrizio Sebastiani, Giacomo Ferrari and Irina Prodanof
- Semantic interpretation of technical text. In Luc Steels (ed.),
Proceedings of ECAI-86, 7th European Conference on Artificial
Intelligence, Volume 2, Brighton, UK, 1986, pp. 15-22.
- Fabrizio Sebastiani, Giacomo Ferrari and Irina Prodanof
- A conceptual dictionary for contextually based structure selection.
In Gayle Johannesen (ed.), Proceedings of Advances in Lexicology 1986, 2nd
Annual Conference of the University of Waterloo Centre for the New Oxford
English Dictionary, Waterloo, CA, 1986, pp. 127-146.
- Fabrizio Sebastiani, Giacomo Ferrari and Irina Prodanof
- QWERTY: a semantic interpreter of technical texts. In Philippe
Jorrand and Vladimir Sgurev (eds.), Proceedings of AIMSA-86, 2nd
International Conference on Artificial Intelligence Methodologies, Systems and
Application, Varna, BL, 1986, pp. 241-243.