% csauthors.net - beta - BibTeX bibliography of Nicola Fanizzi
@inproceedings{conf/agp/EspositoFMS95,
title = {Downward Refinement of Hierarchical Datalog Theories.},
year = {1995},
booktitle = {GULP-PRODE},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Donato Malerba} and {Giovanni Semeraro}},
booktitle = {1995 Joint Conference on Declarative Programming, GULP-PRODE'95, Marina di Vietri, Italy, September 11-14, 1995}
}
@inproceedings{conf/aiia/SemeraroEFM95,
title = {Revision of Logical Theories.},
year = {1995},
booktitle = {AI*IA},
author = {{Giovanni Semeraro} and {Floriana Esposito} and {Nicola Fanizzi} and {Donato Malerba}},
publisher = {Springer},
booktitle = {Topics in Artificial Intelligence, 4th Congress of the Italian Association for Artificial Intelligence, AI*IA'95, Florence, Italy, October 11-13, 1995, Proceedings}
}
@inproceedings{conf/aiia/SemeraroEMFFL97,
title = {IDL: A Prototypical Intelligent Digital Library Service.},
year = {1997},
booktitle = {AI*IA},
author = {{Giovanni Semeraro} and {Floriana Esposito} and {Donato Malerba} and {Nicola Fanizzi} and {Stefano Ferilli} and {Pasquale Lops}},
publisher = {Springer},
booktitle = {AI*IA 97: Advances in Artificial Intelligence, 5th Congress of the Italian Association for Artificial Intelligence, Rome, Italy, September 17-19, 1997, Proceedings}
}
@inproceedings{conf/ercimdl/SemeraroEMFF97,
title = {Machine Learning + On-line Libraries = IDL.},
year = {1997},
booktitle = {ECDL},
author = {{Giovanni Semeraro} and {Floriana Esposito} and {Donato Malerba} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {Research and Advanced Technology for Digital Libraries. First European Conference, ECDL '97, Pisa, Italy, 1-3 September, Proceedings}
}
@inproceedings{conf/lopstr/SemeraroEMFF97,
title = {A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories.},
year = {1997},
booktitle = {LOPSTR},
author = {{Giovanni Semeraro} and {Floriana Esposito} and {Donato Malerba} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {Logic Programming Synthesis and Transformation, 7th International Workshop, LOPSTR'97, Leuven, Belgium, July 10-12, 1997, Proceedings}
}
@inproceedings{conf/ercimdl/CostabileESFF98,
title = {Interacting With IDL: The Adaptive Visual Interface.},
year = {1998},
booktitle = {ECDL},
author = {{Maria Francesca Costabile} and {Floriana Esposito} and {Giovanni Semeraro} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {Research and Advanced Technology for Digital Libraries, Second European Conference, ECDL '98, Heraklion, Crete, Greece, September 21-23, 1998, Proceedings}
}
@inproceedings{conf/sebd/CostabileESFF98,
title = {Interfacce adattative per WWW: il caso di IDL.},
year = {1998},
booktitle = {SEBD},
author = {{Maria Francesca Costabile} and {Floriana Esposito} and {Giovanni Semeraro} and {Nicola Fanizzi} and {Stefano Ferilli}},
booktitle = {Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, SEBD 1998, Ancona, Italy, 23-25 Giugno 1998}
}
@article{journals/jodl/EspositoMSFF98,
title = {Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service.},
year = {1998},
journal = {Int. J. Digit. Libr.},
author = {{Floriana Esposito} and {Donato Malerba} and {Giovanni Semeraro} and {Nicola Fanizzi} and {Stefano Ferilli}}
}
@inproceedings{conf/aiia/EspositoSFF99,
title = {Conceptual Change in Learning Naive Physics: The Computational Model as a Theory Revision Process.},
year = {1999},
booktitle = {AI*IA},
author = {{Floriana Esposito} and {Giovanni Semeraro} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {AI*IA 99:Advances in Artificial Intelligence, 6th Congress of the Italian Association for Artificial Intelligence, Bologna, Italy, September 14-17, 1999, Proceedings}
}
@inproceedings{conf/ismis/SemeraroCEFF99,
title = {A Learning Server for Inducing User Classification Rules in a Digital Library Service.},
year = {1999},
booktitle = {ISMIS},
author = {{Giovanni Semeraro} and {Maria Francesca Costabile} and {Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 11th International Symposium, ISMIS '99, Warsaw, Poland, June 8-11, 1999, Proceedings}
}
@article{journals/jodl/CostabileESF99,
title = {An Adaptive Visual Environment for Digital Libraries.},
year = {1999},
journal = {Int. J. Digit. Libr.},
author = {{Maria Francesca Costabile} and {Floriana Esposito} and {Giovanni Semeraro} and {Nicola Fanizzi}}
}
@inproceedings{conf/conll/EspositoFFS00,
title = {Learning from Parsed Sentences with INTHELEX.},
year = {2000},
booktitle = {CoNLL/LLL},
author = {{Floriana Esposito} and {Stefano Ferilli} and {Nicola Fanizzi} and {Giovanni Semeraro}},
publisher = {ACL},
booktitle = {Fourth Conference on Computational Natural Language Learning, CoNLL 2000, and the Second Learning Language in Logic Workshop, LLL 2000, Held in cooperation with ICGI-2000, Lisbon, Portugal, September 13-14, 2000}
}
@inproceedings{conf/delos/SemeraroAFF00,
title = {Intelligent Information Retrieval in a Digital Library Service.},
year = {2000},
booktitle = {DELOS},
author = {{Giovanni Semeraro} and {Fabio Abbattista} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {ERCIM},
booktitle = {Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, Searching and Querying in Digital Libraries, DELOS 2000, Zurich, Switzerland, December 11-12, 2000}
}
@inproceedings{conf/ercimdl/SemeraroEFF00,
title = {Interaction Profiling in Digital Libraries through Learning Tools.},
year = {2000},
booktitle = {ECDL},
author = {{Giovanni Semeraro} and {Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {Research and Advanced Technology for Digital Libraries, 4th European Conference, ECDL 2000, Lisbon, Portugal, September 18-20, 2000, Proceedings}
}
@inproceedings{conf/icml/EspositoFFS00,
title = {Ideal Theory Refinement under Object Identity.},
year = {2000},
booktitle = {ICML},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli} and {Giovanni Semeraro}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29 - July 2, 2000}
}
@inproceedings{conf/ismis/EspositoFFS00,
title = {Refining Logic Theories under OI-Implication.},
year = {2000},
booktitle = {ISMIS},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium, ISMIS 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings}
}
@article{journals/ml/EspositoSFF00,
title = {Multistrategy Theory Revision: Induction and Abduction in INTHELEX.},
year = {2000},
journal = {Mach. Learn.},
author = {{Floriana Esposito} and {Giovanni Semeraro} and {Nicola Fanizzi} and {Stefano Ferilli}}
}
@inproceedings{conf/aiia/AbbattistaFFLS01,
title = {User Profiling in an Application of Electronic Commerce.},
year = {2001},
booktitle = {AI*IA},
author = {{Fabio Abbattista} and {Nicola Fanizzi} and {Stefano Ferilli} and {Pasquale Lops} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {AI*IA 2001: Advances in Artificial Intelligence, 7th Congress of the Italian Association for Artificial Intelligence, Bari, Italy, September 25-28, 2001, Proceedings}
}
@inproceedings{conf/aiia/FerilliFS01,
title = {Learning Logic Models for Automated Text Categorization.},
year = {2001},
booktitle = {AI*IA},
author = {{Stefano Ferilli} and {Nicola Fanizzi} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {AI*IA 2001: Advances in Artificial Intelligence, 7th Congress of the Italian Association for Artificial Intelligence, Bari, Italy, September 25-28, 2001, Proceedings}
}
@inproceedings{conf/ercimdl/SemeraroFFE01,
title = {Document Classification and Interpretation through the Inference of Logic-Based Models.},
year = {2001},
booktitle = {ECDL},
author = {{Giovanni Semeraro} and {Stefano Ferilli} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Research and Advanced Technology for Digital Libraries, 5th European Conference, ECDL 2001, Darmstadt, Germany, September 4-9, 2001, Proceedings}
}
@inproceedings{conf/ijcai/EspositoFFS01,
title = {OI-implication: Soundness and Refutation Completeness.},
year = {2001},
booktitle = {IJCAI},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli} and {Giovanni Semeraro}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, IJCAI 2001, Seattle, Washington, USA, August 4-10, 2001}
}
@inproceedings{conf/um/SemeraroFFA01,
title = {Learning Interaction Models in a Digital Library Service.},
year = {2001},
booktitle = {User Modeling},
author = {{Giovanni Semeraro} and {Stefano Ferilli} and {Nicola Fanizzi} and {Fabio Abbattista}},
publisher = {Springer},
booktitle = {User Modeling 2001, 8th International Conference, UM 2001, Sonthofen, Germany, July 13-17, 2001, Proceedings}
}
@article{journals/fuin/EspositoFFS01,
title = {A Generalization Model Based on OI-implication for Ideal Theory Refinement.},
year = {2001},
journal = {Fundam. Informaticae},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli} and {Giovanni Semeraro}}
}
@inproceedings{conf/ecai/LisiFF02,
title = {Object Identity as Search Bias for Pattern Spaces.},
year = {2002},
booktitle = {ECAI},
author = {{Francesca A. Lisi} and {Stefano Ferilli} and {Nicola Fanizzi}},
publisher = {IOS Press},
booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence, ECAI'2002, Lyon, France, July 2002}
}
@inproceedings{conf/icadl/SemeraroEFFBM02,
title = {Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material.},
year = {2002},
booktitle = {ICADL},
author = {{Giovanni Semeraro} and {Floriana Esposito} and {Stefano Ferilli} and {Nicola Fanizzi} and {Teresa Maria Altomare Basile} and {Nicola Di Mauro}},
publisher = {Springer},
booktitle = {Digital Libraries: People, Knowledge, and Technology, 5th International Conference on Asian Digital Libraries, ICADL 2002 Singapore, December 11-14, 2002, Proceedings}
}
@inproceedings{conf/ismis/EspositoFFBM02,
title = {Cooperation of Multiple Strategies for Automated Learning in Complex Environments.},
year = {2002},
booktitle = {ISMIS},
author = {{Floriana Esposito} and {Stefano Ferilli} and {Nicola Fanizzi} and {Teresa Maria Altomare Basile} and {Nicola Di Mauro}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 13th International Symposium, ISMIS 2002, Lyon, France, June 27-29, 2002, Proceedings}
}
@inproceedings{conf/ismis/FanizziF02,
title = {Minimal Generalizations under OI-Implication.},
year = {2002},
booktitle = {ISMIS},
author = {{Nicola Fanizzi} and {Stefano Ferilli}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 13th International Symposium, ISMIS 2002, Lyon, France, June 27-29, 2002, Proceedings}
}
@inproceedings{conf/aiia/FanizziEFS03,
title = {A Methodology for the Induction of Ontological Knowledge from Semantic Annotations.},
year = {2003},
booktitle = {AI*IA},
author = {{Nicola Fanizzi} and {Floriana Esposito} and {Stefano Ferilli} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {AI*IA 2003: Advances in Artificial Intelligence, 8th Congress of the Italian Association for Artificial Intelligence, Pisa, Italy, September 23-26, 2003, Proceedings}
}
@inproceedings{conf/ijcai/FanizziFMB03,
title = {Spaces of Theories with Ideal Refinement Operators.},
year = {2003},
booktitle = {IJCAI},
author = {{Nicola Fanizzi} and {Stefano Ferilli} and {Nicola Di Mauro} and {Teresa Maria Altomare Basile}},
publisher = {Morgan Kaufmann},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003}
}
@inproceedings{conf/ilp/MauroBFEF03,
title = {An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.},
year = {2003},
booktitle = {ILP},
author = {{Nicola Di Mauro} and {Teresa Maria Altomare Basile} and {Stefano Ferilli} and {Floriana Esposito} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {Inductive Logic Programming: 13th International Conference, ILP 2003, Szeged, Hungary, September 29-October 1, 2003, Proceedings}
}
@article{journals/aai/EspositoFFBM03,
title = {Incremental Multistrategy Learning for Document Processing.},
year = {2003},
journal = {Appl. Artif. Intell.},
author = {{Floriana Esposito} and {Stefano Ferilli} and {Nicola Fanizzi} and {Teresa Maria Altomare Basile} and {Nicola Di Mauro}}
}
@inproceedings{conf/ecai/EspositoFIPS04,
title = {Induction and Revision of Terminologies.},
year = {2004},
booktitle = {ECAI},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Luigi Iannone} and {Ignazio Palmisano} and {Giovanni Semeraro}},
publisher = {IOS Press},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence, ECAI'2004, including Prestigious Applicants of Intelligent Systems, PAIS 2004, Valencia, Spain, August 22-27, 2004}
}
@inproceedings{conf/ecml/FanizziIPS04,
title = {Concept Formation in Expressive Description Logics.},
year = {2004},
booktitle = {ECML},
author = {{Nicola Fanizzi} and {Luigi Iannone} and {Ignazio Palmisano} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings}
}
@inproceedings{conf/his/FanizziFIPS04,
title = {Downward Refinement in the ALN Description Logic.},
year = {2004},
booktitle = {HIS},
author = {{Nicola Fanizzi} and {Stefano Ferilli} and {Luigi Iannone} and {Ignazio Palmisano} and {Giovanni Semeraro}},
publisher = {IEEE Computer Society},
booktitle = {4th International Conference on Hybrid Intelligent Systems (HIS 2004), 5-8 December 2004, Kitakyushu, Japan}
}
@inproceedings{conf/semweb/EspositoFIPS04,
title = {Knowledge-Intensive Induction of Terminologies from Metadata.},
year = {2004},
booktitle = {ISWC},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Luigi Iannone} and {Ignazio Palmisano} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {The Semantic Web - ISWC 2004: Third International Semantic Web Conference,Hiroshima, Japan, November 7-11, 2004. Proceedings}
}
@article{journals/ida/EspositoFFBM04,
title = {Incremental learning and concept drift in INTHELEX.},
year = {2004},
journal = {Intell. Data Anal.},
author = {{Floriana Esposito} and {Stefano Ferilli} and {Nicola Fanizzi} and {Teresa Maria Altomare Basile} and {Nicola Di Mauro}}
}
@inproceedings{conf/aiia/EspositoFIPS05,
title = {A Counterfactual-Based Learning Algorithm for Description Logic.},
year = {2005},
booktitle = {AI*IA},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Luigi Iannone} and {Ignazio Palmisano} and {Giovanni Semeraro}},
publisher = {Springer},
booktitle = {AI*IA 2005: Advances in Artificial Intelligence, 9th Congress of the Italian Association for Artificial Intelligence, Milan, Italy, September 21-23, 2005, Proceedings}
}
@inproceedings{conf/swap/dAmatoFE05,
title = {A Dissimilarity Measure for the ALC Description Logic.},
year = {2005},
booktitle = {SWAP},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {SWAP 2005 - Semantic Web Applications and Perspectives, Proceedings of the 2nd Italian Semantic Web Workshop, University of Trento, Trento, Italy, 14-16 December 2005}
}
@inproceedings{conf/ieaaie/FanizziIME06,
title = {Tractable Feature Generation Through Description Logics with Value and Number Restrictions.},
year = {2006},
booktitle = {IEA/AIE},
author = {{Nicola Fanizzi} and {Luigi Iannone} and {Nicola Di Mauro} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Advances in Applied Artificial Intelligence, 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2006, Annecy, France, June 27-30, 2006, Proceedings}
}
@inproceedings{conf/ismis/Fanizzid06,
title = {A Declarative Kernel for ALC Concept Descriptions.},
year = {2006},
booktitle = {ISMIS},
author = {{Nicola Fanizzi} and {Claudia d'Amato}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings}
}
@inproceedings{conf/ismis/dAmatoF06,
title = {Lazy Learning from Terminological Knowledge Bases.},
year = {2006},
booktitle = {ISMIS},
author = {{Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings}
}
@inproceedings{conf/sac/dAmatoFE06,
title = {A dissimilarity measure for ALC concept descriptions.},
year = {2006},
booktitle = {SAC},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006}
}
@inproceedings{conf/swap/dAmatoFE06,
title = {Reasoning by Analogy in Description Logics Through Instance-based Learning.},
year = {2006},
booktitle = {SWAP},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {SWAP 2006 - Semantic Web Applications and Perspectives, Proceedings of the 3rd Italian Semantic Web Workshop, Scuola Normale Superiore, Pisa, Italy, 18-20 December, 2006}
}
@article{journals/fuin/EspositoFFBM06,
title = {Multistrategy Operators for Relational Learning and Their Cooperation.},
year = {2006},
journal = {Fundam. Informaticae},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli} and {Teresa Maria Altomare Basile} and {Nicola Di Mauro}}
}
@inproceedings{conf/aiia/FanizzidE07,
title = {Instance-Based Query Answering with Semantic Knowledge Bases.},
year = {2007},
booktitle = {AI*IA},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 10th Congress of the Italian Association for Artificial Intelligence, Rome, Italy, September 10-13, 2007, Proceedings}
}
@inproceedings{conf/aiia/FanizzidE07a,
title = {A Hierarchical Clustering Procedure for Semantically Annotated Resources.},
year = {2007},
booktitle = {AI*IA},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 10th Congress of the Italian Association for Artificial Intelligence, Rome, Italy, September 10-13, 2007, Proceedings}
}
@inproceedings{conf/cikm/FanizzidE07,
title = {Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases.},
year = {2007},
booktitle = {CIKM},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007}
}
@inproceedings{conf/dlog/FanizzidE07,
title = {Induction of Optimal Semi-distances for Individuals based on Feature Sets.},
year = {2007},
booktitle = {Description Logics},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 2007 International Workshop on Description Logics (DL2007), Brixen-Bressanone, near Bozen-Bolzano, Italy, 8-10 June, 2007}
}
@inproceedings{conf/ecml/EspositoFd07,
title = {Conceptual Clustering Applied to Ontologies.},
year = {2007},
booktitle = {MCD},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Claudia d'Amato}},
booktitle = {Mining Complex Data, ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers}
}
@inproceedings{conf/ilp/dAmatoFE07,
title = {Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases.},
year = {2007},
booktitle = {ILP},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers}
}
@inproceedings{conf/kes/Fanizzid07,
title = {Inductive Concept Retrieval and Query Answering with Semantic Knowledge Bases Through Kernel Methods.},
year = {2007},
booktitle = {KES (1)},
author = {{Nicola Fanizzi} and {Claudia d'Amato}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part I}
}
@inproceedings{conf/kes/Fanizzid07a,
title = {A Hierarchical Clustering Method for Semantic Knowledge Bases.},
year = {2007},
booktitle = {KES (3)},
author = {{Nicola Fanizzi} and {Claudia d'Amato}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007, Proceedings, Part III}
}
@inproceedings{conf/sac/FanizzidE07,
title = {Instance-based retrieval by analogy.},
year = {2007},
booktitle = {SAC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), Seoul, Korea, March 11-15, 2007}
}
@inproceedings{conf/sebd/FanizzidE07,
title = {Approximate Query Answering and Ranking for Semantic Knowledge Bases.},
year = {2007},
booktitle = {SEBD},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
booktitle = {Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007, 17-20 June 2007, Torre Canne, Fasano, BR, Italy}
}
@inproceedings{conf/semco/FanizzidE07,
title = {Evolutionary Conceptual Clustering of Semantically Annotated Resources.},
year = {2007},
booktitle = {ICSC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), September 17-19, 2007, Irvine, California, USA}
}
@inproceedings{conf/semweb/FanizzidE07,
title = {Approximate Measures of Semantic Dissimilarity under Uncertainty.},
year = {2007},
booktitle = {URSW},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, Korea, November 12, 2007}
}
@inproceedings{conf/semweb/dAmatoSFE07,
title = {Efficient Discovery of Services Specified in Description Logics Languages.},
year = {2007},
booktitle = {SMRR},
author = {{Claudia d'Amato} and {Steffen Staab} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the SMR2 2007 Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR 2007) co-located with ISWC 2007 + ASWC 2007, Busan, South Korea, November 11, 2007}
}
@inproceedings{conf/swap/FanizzidE07,
title = {Semantic Nearest Neighbor Search in OWL Ontologies.},
year = {2007},
booktitle = {SWAP},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari - Italy, 18-20 December, 2007}
}
@article{journals/apin/IannonePF07,
title = {An algorithm based on counterfactuals for concept learning in the Semantic Web.},
year = {2007},
journal = {Appl. Intell.},
author = {{Luigi Iannone} and {Ignazio Palmisano} and {Nicola Fanizzi}}
}
@inproceedings{conf/dexa/FanizzidE08,
title = {Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies.},
year = {2008},
booktitle = {DEXA},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Database and Expert Systems Applications, 19th International Conference, DEXA 2008, Turin, Italy, September 1-5, 2008. Proceedings}
}
@inproceedings{conf/ekaw/dAmatoSF08,
title = {On the Influence of Description Logics Ontologies on Conceptual Similarity.},
year = {2008},
booktitle = {EKAW},
author = {{Claudia d'Amato} and {Steffen Staab} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {Knowledge Engineering: Practice and Patterns, 16th International Conference, EKAW 2008, Acitrezza, Italy, September 29 - October 2, 2008. Proceedings}
}
@inproceedings{conf/esws/FanizzidE08,
title = {Conceptual Clustering and Its Application to Concept Drift and Novelty Detection.},
year = {2008},
booktitle = {ESWC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {The Semantic Web: Research and Applications, 5th European Semantic Web Conference, ESWC 2008, Tenerife, Canary Islands, Spain, June 1-5, 2008, Proceedings}
}
@inproceedings{conf/esws/dAmatoFE08,
title = {Query Answering and Ontology Population: An Inductive Approach.},
year = {2008},
booktitle = {ESWC},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {The Semantic Web: Research and Applications, 5th European Semantic Web Conference, ESWC 2008, Tenerife, Canary Islands, Spain, June 1-5, 2008, Proceedings}
}
@inproceedings{conf/ilp/FanizzidE08,
title = {DL-FOIL Concept Learning in Description Logics.},
year = {2008},
booktitle = {ILP},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings}
}
@inproceedings{conf/ilp/FanizzidE08a,
title = {Learning with Kernels in Description Logics.},
year = {2008},
booktitle = {ILP},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings}
}
@inproceedings{conf/ismis/FanizzidE08,
title = {A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases.},
year = {2008},
booktitle = {ISMIS},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 17th International Symposium, ISMIS 2008, Toronto, Canada, May 20-23, 2008, Proceedings}
}
@inproceedings{conf/kes/dAmatoFE08,
title = {Distance-Based Classification in OWL Ontologies.},
year = {2008},
booktitle = {KES (2)},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 12th International Conference, KES 2008, Zagreb, Croatia, September 3-5, 2008, Proceedings, Part II}
}
@inproceedings{conf/kes/dAmatoFE08a,
title = {Classification and Retrieval through Semantic Kernels.},
year = {2008},
booktitle = {KES (3)},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 12th International Conference, KES 2008, Zagreb, Croatia, September 3-5, 2008, Proceedings, Part III}
}
@inproceedings{conf/semco/dAmatoFE08,
title = {Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases.},
year = {2008},
booktitle = {ICSC},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), August 4-7, 2008, Santa Clara, California, USA}
}
@inproceedings{conf/semweb/FanizzidE08,
title = {Statistical Learning for Inductive Query Answering on OWL Ontologies.},
year = {2008},
booktitle = {ISWC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {The Semantic Web - ISWC 2008, 7th International Semantic Web Conference, ISWC 2008, Karlsruhe, Germany, October 26-30, 2008. Proceedings}
}
@inproceedings{conf/semweb/FanizzidEL08,
title = {Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.},
year = {2008},
booktitle = {URSW},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito} and {Thomas Lukasiewicz}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, Karlsruhe, Germany, October 26, 2008}
}
@inproceedings{conf/semweb/dAmatoFE08,
title = {Analogical Reasoning in Description Logics.},
year = {2008},
booktitle = {URSW (LNCS Vol.)},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Uncertainty Reasoning for the Semantic Web I, ISWC International Workshops, URSW 2005-2007, Revised Selected and Invited Papers}
}
@inproceedings{conf/sum/dAmatoFL08,
title = {Tractable Reasoning with Bayesian Description Logics.},
year = {2008},
booktitle = {SUM},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Thomas Lukasiewicz}},
publisher = {Springer},
booktitle = {Scalable Uncertainty Management, Second International Conference, SUM 2008, Naples, Italy, October 1-3, 2008. Proceedings}
}
@inproceedings{conf/swap/dAmatoFE08,
title = {A Note on the Evaluation of Inductive Concept Classification Procedures.},
year = {2008},
booktitle = {SWAP},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 5th Workshop on Semantic Web Applications and Perspectives (SWAP2008), Rome, Italy, December 15-17, 2008}
}
@article{journals/ijsc/FanizzidE08,
title = {Induction of Classifiers through Non-Parametric Methods for Approximate Classification and Retrieval with Ontologies.},
year = {2008},
journal = {Int. J. Semantic Comput.},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}}
}
@article{journals/ijswis/FanizzidE08,
title = {Evolutionary Conceptual Clustering Based on Induced Pseudo-Metrics.},
year = {2008},
journal = {Int. J. Semantic Web Inf. Syst.},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}}
}
@inproceedings{conf/esws/FanizzidE09,
title = {ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification.},
year = {2009},
booktitle = {ESWC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {The Semantic Web: Research and Applications, 6th European Semantic Web Conference, ESWC 2009, Heraklion, Crete, Greece, May 31-June 4, 2009, Proceedings}
}
@inproceedings{conf/isda/dAmatoFEL09,
title = {Inductive Query Answering and Concept Retrieval Exploiting Local Models.},
year = {2009},
booktitle = {ISDA},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito} and {Thomas Lukasiewicz}},
publisher = {IEEE Computer Society},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009}
}
@inproceedings{conf/ismis/FanizzidE09,
title = {Fuzzy Clustering for Categorical Spaces.},
year = {2009},
booktitle = {ISMIS},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems, 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings}
}
@inproceedings{conf/semweb/FanizzidE09,
title = {Evidential Nearest-Neighbors Classification for Inductive ABox Reasoning.},
year = {2009},
booktitle = {URSW},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), collocated with the 8th International Semantic Web Conference (ISWC-2009), Washington DC, USA, October 26, 2009}
}
@inproceedings{conf/semweb/dAmatoFFGL09,
title = {Combining Semantic Web Search with the Power of Inductive Reasoning.},
year = {2009},
booktitle = {URSW},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Bettina Fazzinga} and {Georg Gottlob} and {Thomas Lukasiewicz}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), collocated with the 8th International Semantic Web Conference (ISWC-2009), Washington DC, USA, October 26, 2009}
}
@inproceedings{conf/webi/dAmatoFEL09,
title = {Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models.},
year = {2009},
booktitle = {Web Intelligence},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito} and {Thomas Lukasiewicz}},
publisher = {IEEE Computer Society},
booktitle = {2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009, Milan, Italy, 15-18 September 2009, Main Conference Proceedings}
}
@article{journals/corr/abs-0911-5043,
title = {A Semantic Similarity Measure for Expressive Description Logics},
year = {2009},
journal = {CoRR},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}}
}
@article{journals/ijswis/FanizzidE09,
title = {Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks.},
year = {2009},
journal = {Int. J. Semantic Web Inf. Syst.},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}}
}
@article{journals/is/FanizzidE09,
title = {Metric-based stochastic conceptual clustering for ontologies.},
year = {2009},
journal = {Inf. Syst.},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}}
}
@incollection{series/sci/EspositoFd09,
title = {Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages.},
year = {2009},
booktitle = {Knowledge Discovery Enhanced with Semantic and Social Information},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Claudia d'Amato}},
booktitle = {Knowledge Discovery Enhanced with Semantic and Social Information}
}
@inproceedings{conf/ecai/FanizzidE10,
title = {Towards Learning to Rank in Description Logics.},
year = {2010},
booktitle = {ECAI},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {IOS Press},
booktitle = {ECAI 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings}
}
@inproceedings{conf/esws/dAmatoFL10,
title = {Categorize by: Deductive Aggregation of Semantic Web Query Results.},
year = {2010},
booktitle = {ESWC (1)},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Agnieszka Lawrynowicz}},
publisher = {Springer},
booktitle = {The Semantic Web: Research and Applications, 7th Extended Semantic Web Conference, ESWC 2010, Heraklion, Crete, Greece, May 30 - June 3, 2010, Proceedings, Part I}
}
@inproceedings{conf/kes/LawrynowiczdF10,
title = {A Refinement Operator Based Method for Semantic Grouping of Conjunctive Query Results.},
year = {2010},
booktitle = {KES (3)},
author = {{Agnieszka Lawrynowicz} and {Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part III}
}
@inproceedings{conf/pkdd/FanizzidE10,
title = {Induction of Concepts in Web Ontologies through Terminological Decision Trees.},
year = {2010},
booktitle = {ECML/PKDD (1)},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I}
}
@inproceedings{conf/rr/FanizzidE10,
title = {Learning to Rank Individuals in Description Logics Using Kernel Perceptrons.},
year = {2010},
booktitle = {RR},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Web Reasoning and Rule Systems - Fourth International Conference, RR 2010, Bressanone/Brixen, Italy, September 22-24, 2010. Proceedings}
}
@inproceedings{conf/sac/EspositoFd10,
title = {Recovering uncertain mappings through structural validation and aggregation with the MoTo system.},
year = {2010},
booktitle = {SAC},
author = {{Floriana Esposito} and {Nicola Fanizzi} and {Claudia d'Amato}},
publisher = {ACM},
booktitle = {Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010}
}
@inproceedings{conf/sac/FanizzidE10,
title = {Towards the induction of terminological decision trees.},
year = {2010},
booktitle = {SAC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010}
}
@inproceedings{conf/sac/dAmatoEFFGL10,
title = {Inductive reasoning and semantic web search.},
year = {2010},
booktitle = {SAC},
author = {{Claudia d'Amato} and {Floriana Esposito} and {Nicola Fanizzi} and {Bettina Fazzinga} and {Georg Gottlob} and {Thomas Lukasiewicz}},
publisher = {ACM},
booktitle = {Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010}
}
@inproceedings{conf/semco/dAmatoSFE10,
title = {Efficient Resource Retrieval from Semantic Knowledge Bases.},
year = {2010},
booktitle = {ICSC},
author = {{Claudia d'Amato} and {Steffen Staab} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), September 22-24, 2010, Carnegie Mellon University, Pittsburgh, PA, USA}
}
@inproceedings{conf/semweb/ScharrenbachdFGWB10,
title = {Default Logics for Plausible Reasoning with Controversial Axioms.},
year = {2010},
booktitle = {URSW},
author = {{Thomas Scharrenbach} and {Claudia d'Amato} and {Nicola Fanizzi} and {Rolf Grütter} and {Bettina Waldvogel} and {Abraham Bernstein}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2010), collocated with the 9th International Semantic Web Conference (ISWC-2010), Shanghai, China, November 7, 2010}
}
@article{journals/fuin/EspositodF10,
title = {Fuzzy Clustering for Semantic Knowledge Bases.},
year = {2010},
journal = {Fundam. Informaticae},
author = {{Floriana Esposito} and {Claudia d'Amato} and {Nicola Fanizzi}}
}
@article{journals/ijsc/dAmatoSFE10,
title = {Dl-Link: a Conceptual Clustering Algorithm for Indexing Description Logics Knowledge Bases.},
year = {2010},
journal = {Int. J. Semantic Comput.},
author = {{Claudia d'Amato} and {Steffen Staab} and {Nicola Fanizzi} and {Floriana Esposito}}
}
@article{journals/semweb/dAmatoFE10,
title = {Inductive learning for the Semantic Web: What does it buy?},
year = {2010},
journal = {Semantic Web},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}}
}
@incollection{books/igi/11/FanizzidE11,
title = {Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks.},
year = {2011},
booktitle = {Semantic Services, Interoperability and Web Applications},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {CRC Press},
booktitle = {Semantic Services, Interoperability and Web Applications - Emerging Concepts.}
}
@inproceedings{conf/ismis/Fanizzid11,
title = {Learning with Semantic Kernels for Clausal Knowledge Bases.},
year = {2011},
booktitle = {ISMIS},
author = {{Nicola Fanizzi} and {Claudia d'Amato}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems - 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings}
}
@inproceedings{conf/semweb/MinervinidF11,
title = {Learning Terminological Naive Bayesian Classifiers under Different Assumptions on Missing Knowledge.},
year = {2011},
booktitle = {URSW},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 7th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2011), Bonn, Germany, October 23, 2011}
}
@inproceedings{conf/wims/RizzoFdE11,
title = {Prediction of class and property assertions on OWL ontologies through evidence combination.},
year = {2011},
booktitle = {WIMS},
author = {{Giuseppe Rizzo 001} and {Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the International Conference on Web Intelligence, Mining and Semantics, WIMS 2011, Sogndal, Norway, May 25 - 27, 2011}
}
@article{journals/ijswis/Fanizzi11,
title = {Concept Induction in Description Logics Using Information-Theoretic Heuristics.},
year = {2011},
journal = {Int. J. Semantic Web Inf. Syst.},
author = {{Nicola Fanizzi}}
}
@inproceedings{conf/cilc/MinervinidF12,
title = {Learning Terminological Bayesian Classifiers - A Comparison of Alternative Approaches to Dealing with Unknown Concept-Memberships.},
year = {2012},
booktitle = {CILC},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 9th Italian Convention on Computational Logic, Rome, Italy, June 6-7, 2012}
}
@inproceedings{conf/sac/MinervinidF12,
title = {Learning probabilistic Description logic concepts: under different Assumptions on missing knowledge.},
year = {2012},
booktitle = {SAC},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {ACM},
booktitle = {Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March 26-30, 2012}
}
@inproceedings{conf/semco/FanizzidE12,
title = {Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training.},
year = {2012},
booktitle = {ICSC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {IEEE Computer Society},
booktitle = {Sixth IEEE International Conference on Semantic Computing, ICSC 2012, Palermo, Italy, September 19-21, 2012}
}
@inproceedings{conf/semco/FanizzidE12a,
title = {Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.},
year = {2012},
booktitle = {ICSC},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {IEEE Computer Society},
booktitle = {Sixth IEEE International Conference on Semantic Computing, ICSC 2012, Palermo, Italy, September 19-21, 2012}
}
@inproceedings{conf/semweb/MinervinidF12,
title = {A Graph Regularization Based Approach to Transductive Class-Membership Prediction.},
year = {2012},
booktitle = {URSW},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, Boston, USA, November 11, 2012}
}
@article{journals/amai/dAmatoFFGL12,
title = {Ontology-based semantic search on the Web and its combination with the power of inductive reasoning.},
year = {2012},
journal = {Ann. Math. Artif. Intell.},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Bettina Fazzinga} and {Georg Gottlob} and {Thomas Lukasiewicz}}
}
@article{journals/datamine/RettingerLTdF12,
title = {Mining the Semantic Web - Statistical learning for next generation knowledge bases.},
year = {2012},
journal = {Data Min. Knowl. Discov.},
author = {{Achim Rettinger} and {Uta Lösch} and {Volker Tresp} and {Claudia d'Amato} and {Nicola Fanizzi}}
}
@article{journals/ijsc/FanizzidEM12,
title = {Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.},
year = {2012},
journal = {Int. J. Semantic Comput.},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito} and {Pasquale Minervini}}
}
@article{journals/ws/FanizzidE12,
title = {Induction of robust classifiers for web ontologies through kernel machines.},
year = {2012},
journal = {J. Web Semant.},
author = {{Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}}
}
@inproceedings{conf/esws/MinervinidFE13,
title = {Transductive Inference for Class-Membership Propagation in Web Ontologies.},
year = {2013},
booktitle = {ESWC},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {The Semantic Web: Semantics and Big Data, 10th International Conference, ESWC 2013, Montpellier, France, May 26-30, 2013. Proceedings}
}
@inproceedings{conf/sac/MinerviniFdE13,
title = {Rank prediction for semantically annotated resources.},
year = {2013},
booktitle = {SAC},
author = {{Pasquale Minervini} and {Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the 28th Annual ACM Symposium on Applied Computing, SAC '13, Coimbra, Portugal, March 18-22, 2013}
}
@inproceedings{conf/semweb/0001dFE13,
title = {Assertion Prediction with Ontologies through Evidence Combination.},
year = {2013},
booktitle = {URSW (LNCS Vol.)},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Uncertainty Reasoning for the Semantic Web II, International Workshops URSW 2008-2010 Held at ISWC and UniDL 2010 Held at FLoC, Revised Selected Papers}
}
@inproceedings{conf/semweb/dAmatoFFGL13,
title = {Semantic Web Search and Inductive Reasoning.},
year = {2013},
booktitle = {URSW (LNCS Vol.)},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Bettina Fazzinga} and {Georg Gottlob} and {Thomas Lukasiewicz}},
publisher = {Springer},
booktitle = {Uncertainty Reasoning for the Semantic Web II, International Workshops URSW 2008-2010 Held at ISWC and UniDL 2010 Held at FLoC, Revised Selected Papers}
}
@article{journals/ia/MauroFABGEFFGLLMMPRRSS13,
title = {Italian Machine Learning and Data Mining research: The last years.},
year = {2013},
journal = {Intelligenza Artificiale},
author = {{Nicola Di Mauro} and {Paolo Frasconi} and {Fabrizio Angiulli} and {Davide Bacciu} and {Marco de Gemmis} and {Floriana Esposito} and {Nicola Fanizzi} and {Stefano Ferilli} and {Marco Gori} and {Francesca A. Lisi} and {Pasquale Lops} and {Donato Malerba} and {Alessio Micheli} and {Marcello Pelillo} and {Francesco Ricci 001} and {Fabrizio Riguzzi} and {Lorenza Saitta} and {Giovanni Semeraro}}
}
@inproceedings{conf/ekaw/0001dFE14,
title = {Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases.},
year = {2014},
booktitle = {EKAW},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Knowledge Engineering and Knowledge Management - 19th International Conference, EKAW 2014, Linköping, Sweden, November 24-28, 2014. Proceedings}
}
@inproceedings{conf/ekaw/MinervinidFE14,
title = {Adaptive Knowledge Propagation in Web Ontologies.},
year = {2014},
booktitle = {EKAW},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Knowledge Engineering and Knowledge Management - 19th International Conference, EKAW 2014, Linköping, Sweden, November 24-28, 2014. Proceedings}
}
@inproceedings{conf/icdm/MinervinidFE14,
title = {A Gaussian Process Model for Knowledge Propagation in Web Ontologies.},
year = {2014},
booktitle = {ICDM},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {IEEE Computer Society},
booktitle = {2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014}
}
@inproceedings{conf/ipmu/0001dFE14,
title = {Towards Evidence-Based Terminological Decision Trees.},
year = {2014},
booktitle = {IPMU (1)},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part I}
}
@inproceedings{conf/semweb/MinervinidFE13,
title = {Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness.},
year = {2014},
booktitle = {URSW (LNCS Vol.)},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Uncertainty Reasoning for the Semantic Web III - ISWC International Workshops, URSW 2011-2013, Revised Selected Papers}
}
@inproceedings{conf/semweb/MinervinidFE13a,
title = {Graph-Based Regularization for Transductive Class-Membership Prediction.},
year = {2014},
booktitle = {URSW (LNCS Vol.)},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Uncertainty Reasoning for the Semantic Web III - ISWC International Workshops, URSW 2011-2013, Revised Selected Papers}
}
@inproceedings{conf/semweb/MinervinidFT14,
title = {Learning to Propagate Knowledge in Web Ontologies.},
year = {2014},
booktitle = {URSW},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Volker Tresp}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 19, 2014.}
}
@article{journals/semweb/dAmatoFGLS14,
title = {Inductive Reasoning and Machine Learning for the Semantic Web.},
year = {2014},
journal = {Semantic Web},
author = {{Claudia d'Amato} and {Nicola Fanizzi} and {Marko Grobelnik} and {Agnieszka Lawrynowicz} and {Vojtech Svátek}}
}
@inproceedings{conf/esws/0001dFE15,
title = {Inductive Classification Through Evidence-Based Models and Their Ensembles.},
year = {2015},
booktitle = {ESWC},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {The Semantic Web. Latest Advances and New Domains - 12th European Semantic Web Conference, ESWC 2015, Portoroz, Slovenia, May 31 - June 4, 2015. Proceedings}
}
@inproceedings{conf/icmla/MinerviniFdE15,
title = {Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion.},
year = {2015},
booktitle = {ICMLA},
author = {{Pasquale Minervini} and {Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {IEEE},
booktitle = {14th IEEE International Conference on Machine Learning and Applications, ICMLA 2015, Miami, FL, USA, December 9-11, 2015}
}
@inproceedings{conf/ismis/0001dF15,
title = {On the Effectiveness of Evidence-Based Terminological Decision Trees.},
year = {2015},
booktitle = {ISMIS},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {Foundations of Intelligent Systems - 22nd International Symposium, ISMIS 2015, Lyon, France, October 21-23, 2015, Proceedings}
}
@inproceedings{conf/semweb/MinervinidFE15,
title = {Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs.},
year = {2015},
booktitle = {URSW@ISWC},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, USA, October 12, 2015.}
}
@inproceedings{conf/dis/0001dFE16,
title = {Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data.},
year = {2016},
booktitle = {DS},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
booktitle = {Discovery Science - 19th International Conference, DS 2016, Bari, Italy, October 19-21, 2016, Proceedings}
}
@inproceedings{conf/ekaw/0001FLB16,
title = {Integrating New Refinement Operators in Terminological Decision Trees Learning.},
year = {2016},
booktitle = {EKAW},
author = {{Giuseppe Rizzo 001} and {Nicola Fanizzi} and {Jens Lehmann 001} and {Lorenz Bühmann}},
booktitle = {Knowledge Engineering and Knowledge Management - 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings}
}
@inproceedings{conf/sac/MinervinidFE16,
title = {Leveraging the schema in latent factor models for knowledge graph completion.},
year = {2016},
booktitle = {SAC},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {ACM},
booktitle = {Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016}
}
@inproceedings{conf/semweb/0001dFE16,
title = {Induction of Terminological Cluster Trees.},
year = {2016},
booktitle = {URSW@ISWC},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 12th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2016) co-located with the 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 17, 2016.}
}
@article{journals/jiis/MinervinidF16,
title = {Efficient energy-based embedding models for link prediction in knowledge graphs.},
year = {2016},
journal = {J. Intell. Inf. Syst.},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi}}
}
@article{journals/jodsn/MinervinidFT16,
title = {Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies.},
year = {2016},
journal = {J. Data Semant.},
author = {{Pasquale Minervini} and {Claudia d'Amato} and {Nicola Fanizzi} and {Volker Tresp}}
}
@inproceedings{conf/esws/0001dFE17,
title = {Terminological Cluster Trees for Disjointness Axiom Discovery.},
year = {2017},
booktitle = {ESWC (1)},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}},
booktitle = {The Semantic Web - 14th International Conference, ESWC 2017, Portorož, Slovenia, May 28 - June 1, 2017, Proceedings, Part I}
}
@article{journals/ws/RizzodFE17,
title = {Tree-based models for inductive classification on the Web Of Data.},
year = {2017},
journal = {J. Web Semant.},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi} and {Floriana Esposito}}
}
@inproceedings{conf/ekaw/0001FdE18,
title = {A Framework for Tackling Myopia in Concept Learning on the Web of Data.},
year = {2018},
booktitle = {EKAW},
author = {{Giuseppe Rizzo 001} and {Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Knowledge Engineering and Knowledge Management - 21st International Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings}
}
@inproceedings{conf/ekaw/Fanizzi0dE18,
title = {DLFoil: Class Expression Learning Revisited.},
year = {2018},
booktitle = {EKAW},
author = {{Nicola Fanizzi} and {Giuseppe Rizzo 001} and {Claudia d'Amato} and {Floriana Esposito}},
publisher = {Springer},
booktitle = {Knowledge Engineering and Knowledge Management - 21st International Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings}
}
@article{journals/ijar/RizzoFdE18,
title = {Approximate classification with web ontologies through evidential terminological trees and forests.},
year = {2018},
journal = {Int. J. Approx. Reason.},
author = {{Giuseppe Rizzo 001} and {Nicola Fanizzi} and {Claudia d'Amato} and {Floriana Esposito}}
}
@article{journals/tweb/MinerviniTdF18,
title = {Adaptive Knowledge Propagation in Web Ontologies.},
year = {2018},
journal = {ACM Trans. Web},
author = {{Pasquale Minervini} and {Volker Tresp} and {Claudia d'Amato} and {Nicola Fanizzi}}
}
@inproceedings{conf/esws/Fanizzi0d19,
title = {Boosting DL Concept Learners.},
year = {2019},
booktitle = {ESWC},
author = {{Nicola Fanizzi} and {Giuseppe Rizzo 001} and {Claudia d'Amato}},
publisher = {Springer},
booktitle = {The Semantic Web - 16th International Conference, ESWC 2019, Portorož, Slovenia, June 2-6, 2019, Proceedings}
}
@article{journals/fgcs/RizzoFd20,
title = {Class expression induction as concept space exploration: From DL-Foil to DL-Focl.},
year = {2020},
journal = {Future Gener. Comput. Syst.},
author = {{Giuseppe Rizzo 001} and {Nicola Fanizzi} and {Claudia d'Amato}}
}
@inproceedings{conf/esws/dAmatoQF21,
title = {Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs.},
year = {2021},
booktitle = {ESWC},
author = {{Claudia d'Amato} and {Nicola Flavio Quatraro} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings}
}
@inproceedings{conf/ilp/dAmatoQF21,
title = {Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge.},
year = {2021},
booktitle = {ILP},
author = {{Claudia d'Amato} and {Nicola Flavio Quatraro} and {Nicola Fanizzi}},
publisher = {Springer},
booktitle = {Inductive Logic Programming - 30th International Conference, ILP 2021, Virtual Event, October 25-27, 2021, Proceedings}
}
@inproceedings{conf/webi/dAmatoMF21,
title = {An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge Graphs.},
year = {2021},
booktitle = {WI/IAT},
author = {{Claudia d'Amato} and {Pierpaolo Masella} and {Nicola Fanizzi}},
publisher = {ACM},
booktitle = {WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14 - 17, 2021}
}
@article{journals/semweb/0001dF21,
title = {An unsupervised approach to disjointness learning based on terminological cluster trees.},
year = {2021},
journal = {Semantic Web},
author = {{Giuseppe Rizzo 001} and {Claudia d'Amato} and {Nicola Fanizzi}}
}
@inproceedings{conf/sitis/Fanizzid22,
title = {Towards Interpretable Probabilistic Classification Models for Knowledge Graphs.},
year = {2022},
booktitle = {SITIS},
author = {{Nicola Fanizzi} and {Claudia d'Amato}},
publisher = {IEEE},
booktitle = {16th International Conference on Signal-Image Technology & Internet-Based Systems, SITIS 2022, Dijon, France, October 19-21, 2022}
}
@inproceedings{conf/dlog/dAmatoBF23,
title = {Efficient Explanation of Predictions on DL Knowledge Graphs through Enhanced Similarity Search.},
year = {2023},
booktitle = {Description Logics},
author = {{Claudia d'Amato} and {Francesco Benedetti} and {Nicola Fanizzi}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 36th International Workshop on Description Logics (DL 2023) co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning (KR 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023.}
}