Nicola Fanizzi

178 papers A* 5A 4B 21C 17Misc 10Journal 35Unranked 71

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Return of the Schema: Building Complete Datasets for Machine Learning and Reasoning on Knowledge Graphs. CoRR Ivan Diliso, Roberto Barile, Claudia d'Amato, Nicola Fanizzi
2025	—	`conf`	A Bottom-Up Framework for Legal Knowledge Graph Construction: A Case Study on Gender-Based Violence. KGSWC Claudia d'Amato, Giuseppe Rubini, Fatima Zahra Amara, Nicola Fanizzi
2025	C	`conf`	Automated Creation of a Legal Knowledge Graph Addressing Cases of Violence Against Women. Resource Methodology and Lessons Learned. JURIX Claudia d'Amato, Giuseppe Rubini, Francesco Didio, Donato Francioso, Fatima Zahra Amara, Nicola Fanizzi
2025	J	`jnl`	Automated Creation of the Legal Knowledge Graph Addressing Legislation on Violence Against Women: Resource, Methodology and Lessons Learned. CoRR Claudia d'Amato, Giuseppe Rubini, Francesco Didio, Donato Francioso, Fatima Zahra Amara, Nicola Fanizzi
2025	J	`jnl`	Enhancing PyKEEN with Multiple Negative Sampling Solutions for Knowledge Graph Embedding Models. CoRR Claudia d'Amato, Ivan Diliso, Nicola Fanizzi, Zafar Saeed
2025	J	`jnl`	GRainsaCK: a Comprehensive Software Library for Benchmarking Explanations of Link Prediction Tasks on Knowledge Graphs. CoRR Roberto Barile, Claudia d'Amato, Nicola Fanizzi
2025	A*	`conf`	LP-DIXIT: Evaluating Explanations for Link Predictions on Knowledge Graphs using Large Language Models. WWW Roberto Barile, Claudia d'Amato, Nicola Fanizzi
2025	B	`conf`	Learning Interpretable Probabilistic Models and Schema Axioms for Knowledge Graphs. RuleML+RR Ivan Diliso, Nicola Fanizzi, Claudia d'Amato
2024	B	`conf`	Additive Counterfactuals for Explaining Link Predictions on Knowledge Graphs. EKAW Roberto Barile, Claudia d'Amato, Nicola Fanizzi
2024	—	`conf`	Explanation of Link Predictions on Knowledge Graphs via Levelwise Filtering and Graph Summarization. ESWC (1) Roberto Barile, Claudia d'Amato, Nicola Fanizzi
2024	J	`jnl`	Simple and Interpretable Probabilistic Classifiers for Knowledge Graphs. CoRR Christian Riefolo, Nicola Fanizzi, Claudia d'Amato
2023	—	`conf`	Efficient Explanation of Predictions on DL Knowledge Graphs through Enhanced Similarity Search. Description Logics Claudia d'Amato, Francesco Benedetti, Nicola Fanizzi
2022	—	`conf`	Towards Interpretable Probabilistic Classification Models for Knowledge Graphs. SITIS Nicola Fanizzi, Claudia d'Amato
2021	—	`conf`	An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge Graphs. WI/IAT Claudia d'Amato, Pierpaolo Masella, Nicola Fanizzi
2021	J	`jnl`	An unsupervised approach to disjointness learning based on terminological cluster trees. Semantic Web Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi
2021	B	`conf`	Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge. ILP Claudia d'Amato, Nicola Flavio Quatraro, Nicola Fanizzi
2021	B	`conf`	Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs. ESWC Claudia d'Amato, Nicola Flavio Quatraro, Nicola Fanizzi
2020	J	`jnl`	Class expression induction as concept space exploration: From DL-Foil to DL-Focl. Future Gener. Comput. Syst. Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato
2019	B	`conf`	Boosting DL Concept Learners. ESWC Nicola Fanizzi, Giuseppe Rizzo, Claudia d'Amato
2018	B	`conf`	A Framework for Tackling Myopia in Concept Learning on the Web of Data. EKAW Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2018	J	`jnl`	Adaptive Knowledge Propagation in Web Ontologies. ACM Trans. Web Pasquale Minervini, Volker Tresp, Claudia d'Amato, Nicola Fanizzi
2018	J	`jnl`	Approximate classification with web ontologies through evidential terminological trees and forests. Int. J. Approx. Reason. Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2018	B	`conf`	DLFoil: Class Expression Learning Revisited. EKAW Nicola Fanizzi, Giuseppe Rizzo, Claudia d'Amato, Floriana Esposito
2017	—	`conf`	Terminological Cluster Trees for Disjointness Axiom Discovery. ESWC (1) Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2017	J	`jnl`	Tree-based models for inductive classification on the Web Of Data. J. Web Semant. Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016	B	`conf`	Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data. DS Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016	J	`jnl`	Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies. J. Data Semant. Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Volker Tresp
2016	J	`jnl`	Efficient energy-based embedding models for link prediction in knowledge graphs. J. Intell. Inf. Syst. Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi
2016	—	`conf`	Induction of Terminological Cluster Trees. URSW@ISWC Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016	B	`conf`	Integrating New Refinement Operators in Terminological Decision Trees Learning. EKAW Giuseppe Rizzo, Nicola Fanizzi, Jens Lehmann, Lorenz Bühmann
2016	Misc	`conf`	Leveraging the schema in latent factor models for knowledge graph completion. SAC Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016	—	`ed.`	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. URSW@ISWC Fernando Bobillo, Rommel N. Carvalho, Davide Ceolin, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles, Michael Pool
2015	—	`conf`	Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs. URSW@ISWC Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2015	B	`conf`	Inductive Classification Through Evidence-Based Models and Their Ensembles. ESWC Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2015	C	`conf`	On the Effectiveness of Evidence-Based Terminological Decision Trees. ISMIS Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi
2015	—	`ed.`	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. URSW@ISWC Fernando Bobillo, Rommel N. Carvalho, Davide Ceolin, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor P. Martin, Matthias Nickles, Michael Pool
2015	C	`conf`	Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. ICMLA Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2014	A*	`conf`	A Gaussian Process Model for Knowledge Propagation in Web Ontologies. ICDM Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014	B	`conf`	Adaptive Knowledge Propagation in Web Ontologies. EKAW Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014	—	`conf`	Graph-Based Regularization for Transductive Class-Membership Prediction. URSW (LNCS Vol.) Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014	J	`jnl`	Inductive Reasoning and Machine Learning for the Semantic Web. Semantic Web Claudia d'Amato, Nicola Fanizzi, Marko Grobelnik, Agnieszka Lawrynowicz, Vojtech Svátek
2014	—	`conf`	Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness. URSW (LNCS Vol.) Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014	—	`conf`	Learning to Propagate Knowledge in Web Ontologies. URSW Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Volker Tresp
2014	—	`ed.`	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. URSW Fernando Bobillo, Rommel N. Carvalho, Davide Ceolin, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor P. Martin, Matthias Nickles, Michael Pool, Tom De Nies, Olaf Hartig, Paul Groth, Stephen Marsh
2014	B	`conf`	Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases. EKAW Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014	—	`conf`	Towards Evidence-Based Terminological Decision Trees. IPMU (1) Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014	—	`ed.`	Uncertainty Reasoning for the Semantic Web III - ISWC International Workshops, URSW 2011-2013, Revised Selected Papers URSW (LNCS Vol.) Fernando Bobillo, Rommel N. Carvalho, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Matthias Nickles, Michael Pool
2013	—	`conf`	Assertion Prediction with Ontologies through Evidence Combination. URSW (LNCS Vol.) Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2013	J	`jnl`	Italian Machine Learning and Data Mining research: The last years. Intelligenza Artificiale Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro
2013	—	`ed.`	Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web co-located with the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 21, 2013. URSW Fernando Bobillo, Rommel N. Carvalho, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles, Michael Pool
2013	Misc	`conf`	Rank prediction for semantically annotated resources. SAC Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2013	—	`conf`	Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations. URSW (LNCS Vol.) Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
2013	—	`conf`	Semantic Web Search and Inductive Reasoning. URSW (LNCS Vol.) Claudia d'Amato, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz
2013	B	`conf`	Transductive Inference for Class-Membership Propagation in Web Ontologies. ESWC Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2013	—	`ed.`	Uncertainty Reasoning for the Semantic Web II, International Workshops URSW 2008-2010 Held at ISWC and UniDL 2010 Held at FLoC, Revised Selected Papers URSW (LNCS Vol.) Fernando Bobillo, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Matthias Nickles, Michael Pool
2012	—	`conf`	A Graph Regularization Based Approach to Transductive Class-Membership Prediction. URSW Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi
2012	J	`jnl`	Induction of robust classifiers for web ontologies through kernel machines. J. Web Semant. Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2012	—	`conf`	Learning Terminological Bayesian Classifiers - A Comparison of Alternative Approaches to Dealing with Unknown Concept-Memberships. CILC Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi
2012	Misc	`conf`	Learning probabilistic Description logic concepts: under different Assumptions on missing knowledge. SAC Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi
2012	—	`conf`	Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training. ICSC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2012	J	`jnl`	Mining the Semantic Web - Statistical learning for next generation knowledge bases. Data Min. Knowl. Discov. Achim Rettinger, Uta Lösch, Volker Tresp, Claudia d'Amato, Nicola Fanizzi
2012	J	`jnl`	Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees. Int. J. Semantic Comput. Nicola Fanizzi, Claudia d'Amato, Floriana Esposito, Pasquale Minervini
2012	J	`jnl`	Ontology-based semantic search on the Web and its combination with the power of inductive reasoning. Ann. Math. Artif. Intell. Claudia d'Amato, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz
2012	—	`ed.`	Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, Boston, USA, November 11, 2012 URSW Fernando Bobillo, Rommel N. Carvalho, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles, Michael Pool
2012	—	`conf`	Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees. ICSC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2011	J	`jnl`	Concept Induction in Description Logics Using Information-Theoretic Heuristics. Int. J. Semantic Web Inf. Syst. Nicola Fanizzi
2011	—	`ch.`	Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks. Semantic Services, Interoperability and Web Applications Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2011	—	`conf`	Learning Terminological Naive Bayesian Classifiers under Different Assumptions on Missing Knowledge. URSW Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi
2011	C	`conf`	Learning with Semantic Kernels for Clausal Knowledge Bases. ISMIS Nicola Fanizzi, Claudia d'Amato
2011	—	`conf`	Prediction of class and property assertions on OWL ontologies through evidence combination. WIMS Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2011	—	`ed.`	Proceedings of the 7th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2011), Bonn, Germany, October 23, 2011 URSW Fernando Bobillo, Rommel N. Carvalho, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles
2010	—	`conf`	A Refinement Operator Based Method for Semantic Grouping of Conjunctive Query Results. KES (3) Agnieszka Lawrynowicz, Claudia d'Amato, Nicola Fanizzi
2010	—	`conf`	Categorize by: Deductive Aggregation of Semantic Web Query Results. ESWC (1) Claudia d'Amato, Nicola Fanizzi, Agnieszka Lawrynowicz
2010	—	`conf`	Combining Semantic Web Search with the Power of Inductive Reasoning. SUM Claudia d'Amato, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz
2010	—	`conf`	Default Logics for Plausible Reasoning with Controversial Axioms. URSW Thomas Scharrenbach, Claudia d'Amato, Nicola Fanizzi, Rolf Grütter, Bettina Waldvogel, Abraham Bernstein
2010	J	`jnl`	Dl-Link: a Conceptual Clustering Algorithm for Indexing Description Logics Knowledge Bases. Int. J. Semantic Comput. Claudia d'Amato, Steffen Staab, Nicola Fanizzi, Floriana Esposito
2010	—	`conf`	Efficient Resource Retrieval from Semantic Knowledge Bases. ICSC Claudia d'Amato, Steffen Staab, Nicola Fanizzi, Floriana Esposito
2010	J	`jnl`	Fuzzy Clustering for Semantic Knowledge Bases. Fundam. Informaticae Floriana Esposito, Claudia d'Amato, Nicola Fanizzi
2010	—	`conf`	Induction of Concepts in Web Ontologies through Terminological Decision Trees. ECML/PKDD (1) Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010	J	`jnl`	Inductive learning for the Semantic Web: What does it buy? Semantic Web Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2010	Misc	`conf`	Inductive reasoning and semantic web search. SAC Claudia d'Amato, Floriana Esposito, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz
2010	—	`conf`	Learning to Rank Individuals in Description Logics Using Kernel Perceptrons. RR Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010	—	`ed.`	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 URSW Fernando Bobillo, Rommel N. Carvalho, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles, Michael Pool
2010	Misc	`conf`	Recovering uncertain mappings through structural validation and aggregation with the MoTo system. SAC Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
2010	A	`conf`	Towards Learning to Rank in Description Logics. ECAI Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010	Misc	`conf`	Towards the induction of terminological decision trees. SAC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009	J	`jnl`	A Semantic Similarity Measure for Expressive Description Logics CoRR Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2009	—	`conf`	Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models. Web Intelligence Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
2009	—	`conf`	Combining Semantic Web Search with the Power of Inductive Reasoning. URSW Claudia d'Amato, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz
2009	—	`conf`	Evidential Nearest-Neighbors Classification for Inductive ABox Reasoning. URSW Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009	C	`conf`	Fuzzy Clustering for Categorical Spaces. ISMIS Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009	J	`jnl`	Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks. Int. J. Semantic Web Inf. Syst. Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009	C	`conf`	Inductive Query Answering and Concept Retrieval Exploiting Local Models. ISDA Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
2009	J	`jnl`	Metric-based stochastic conceptual clustering for ontologies. Inf. Syst. Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009	—	`ch.`	Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages. Knowledge Discovery Enhanced with Semantic and Social Information Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
2009	—	`ed.`	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 URSW Fernando Bobillo, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles, Michael Pool, Pavel Smrz
2009	B	`conf`	ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification. ESWC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	C	`conf`	A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases. ISMIS Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	—	`conf`	A Note on the Evaluation of Inductive Concept Classification Procedures. SWAP Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008	—	`conf`	Analogical Reasoning in Description Logics. URSW (LNCS Vol.) Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008	—	`conf`	Approximate Measures of Semantic Dissimilarity under Uncertainty. URSW (LNCS Vol.) Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	—	`conf`	Classification and Retrieval through Semantic Kernels. KES (3) Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008	B	`conf`	Conceptual Clustering and Its Application to Concept Drift and Novelty Detection. ESWC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	B	`conf`	DL-FOIL Concept Learning in Description Logics. ILP Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	—	`conf`	Distance-Based Classification in OWL Ontologies. KES (2) Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008	C	`conf`	Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies. DEXA Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	J	`jnl`	Evolutionary Conceptual Clustering Based on Induced Pseudo-Metrics. Int. J. Semantic Web Inf. Syst. Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	J	`jnl`	Induction of Classifiers through Non-Parametric Methods for Approximate Classification and Retrieval with Ontologies. Int. J. Semantic Comput. Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	B	`conf`	Learning with Kernels in Description Logics. ILP Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	—	`conf`	Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases. ICSC Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008	B	`conf`	On the Influence of Description Logics Ontologies on Conceptual Similarity. EKAW Claudia d'Amato, Steffen Staab, Nicola Fanizzi
2008	—	`ed.`	Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, Karlsruhe, Germany, October 26, 2008 URSW Fernando Bobillo, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Trevor P. Martin, Matthias Nickles, Michael Pool, Pavel Smrz
2008	—	`ed.`	Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, Korea, November 12, 2007 URSW Fernando Bobillo, Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Francis Fung, Thomas Lukasiewicz, Trevor Martin, Matthias Nickles, Yun Peng, Michael Pool, Pavel Smrz, Peter Vojtás
2008	B	`conf`	Query Answering and Ontology Population: An Inductive Approach. ESWC Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008	—	`conf`	Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations. URSW Nicola Fanizzi, Claudia d'Amato, Floriana Esposito, Thomas Lukasiewicz
2008	Misc	`conf`	Statistical Learning for Inductive Query Answering on OWL Ontologies. ISWC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008	—	`conf`	Tractable Reasoning with Bayesian Description Logics. SUM Claudia d'Amato, Nicola Fanizzi, Thomas Lukasiewicz
2008	—	`ed.`	Uncertainty Reasoning for the Semantic Web I, ISWC International Workshops, URSW 2005-2007, Revised Selected and Invited Papers URSW (LNCS Vol.) Paulo Cesar G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Matthias Nickles, Michael Pool
2007	—	`conf`	A Hierarchical Clustering Method for Semantic Knowledge Bases. KES (3) Nicola Fanizzi, Claudia d'Amato
2007	—	`conf`	A Hierarchical Clustering Procedure for Semantically Annotated Resources. AI*IA Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	J	`jnl`	An algorithm based on counterfactuals for concept learning in the Semantic Web. Appl. Intell. Luigi Iannone, Ignazio Palmisano, Nicola Fanizzi
2007	—	`conf`	Approximate Measures of Semantic Dissimilarity under Uncertainty. URSW Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	—	`conf`	Approximate Query Answering and Ranking for Semantic Knowledge Bases. SEBD Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	—	`conf`	Conceptual Clustering Applied to Ontologies. MCD Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
2007	—	`conf`	Efficient Discovery of Services Specified in Description Logics Languages. SMRR Claudia d'Amato, Steffen Staab, Nicola Fanizzi, Floriana Esposito
2007	—	`conf`	Evolutionary Conceptual Clustering of Semantically Annotated Resources. ICSC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	B	`conf`	Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases. ILP Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2007	—	`conf`	Induction of Optimal Semi-distances for Individuals based on Feature Sets. Description Logics Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	—	`conf`	Inductive Concept Retrieval and Query Answering with Semantic Knowledge Bases Through Kernel Methods. KES (1) Nicola Fanizzi, Claudia d'Amato
2007	—	`conf`	Instance-Based Query Answering with Semantic Knowledge Bases. AI*IA Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	Misc	`conf`	Instance-based retrieval by analogy. SAC Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	A	`conf`	Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases. CIKM Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007	—	`conf`	Semantic Nearest Neighbor Search in OWL Ontologies. SWAP Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2006	C	`conf`	A Declarative Kernel for ISMIS Nicola Fanizzi, Claudia d'Amato
2006	Misc	`conf`	A dissimilarity measure for ALC concept descriptions. SAC Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2006	—	`conf`	Analogical Reasoning in Description Logics. URSW Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2006	C	`conf`	Lazy Learning from Terminological Knowledge Bases. ISMIS Claudia d'Amato, Nicola Fanizzi
2006	J	`jnl`	Multistrategy Operators for Relational Learning and Their Cooperation. Fundam. Informaticae Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2006	—	`conf`	Reasoning by Analogy in Description Logics Through Instance-based Learning. SWAP Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2006	C	`conf`	Tractable Feature Generation Through Description Logics with Value and Number Restrictions. IEA/AIE Nicola Fanizzi, Luigi Iannone, Nicola Di Mauro, Floriana Esposito
2005	—	`conf`	A Counterfactual-Based Learning Algorithm for Description Logic. AI*IA Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2005	—	`conf`	A Dissimilarity Measure for the ALC Description Logic. SWAP Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2004	—	`conf`	Concept Formation in Expressive Description Logics. ECML Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2004	C	`conf`	Downward Refinement in the ALN Description Logic. HIS Nicola Fanizzi, Stefano Ferilli, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2004	J	`jnl`	Incremental learning and concept drift in INTHELEX. Intell. Data Anal. Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2004	A	`conf`	Induction and Revision of Terminologies. ECAI Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2004	Misc	`conf`	Knowledge-Intensive Induction of Terminologies from Metadata. ISWC Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2003	—	`conf`	A Methodology for the Induction of Ontological Knowledge from Semantic Annotations. AI*IA Nicola Fanizzi, Floriana Esposito, Stefano Ferilli, Giovanni Semeraro
2003	B	`conf`	An Exhaustive Matching Procedure for the Improvement of Learning Efficiency. ILP Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi
2003	J	`jnl`	Incremental Multistrategy Learning for Document Processing. Appl. Artif. Intell. Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2003	A*	`conf`	Spaces of Theories with Ideal Refinement Operators. IJCAI Nicola Fanizzi, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2002	C	`conf`	Cooperation of Multiple Strategies for Automated Learning in Complex Environments. ISMIS Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2002	C	`conf`	Minimal Generalizations under OI-Implication. ISMIS Nicola Fanizzi, Stefano Ferilli
2002	—	`conf`	Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material. ICADL Giovanni Semeraro, Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2002	A	`conf`	Object Identity as Search Bias for Pattern Spaces. ECAI Francesca A. Lisi, Stefano Ferilli, Nicola Fanizzi
2001	J	`jnl`	A Generalization Model Based on OI-implication for Ideal Theory Refinement. Fundam. Informaticae Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
2001	—	`conf`	Document Classification and Interpretation through the Inference of Logic-Based Models. ECDL Giovanni Semeraro, Stefano Ferilli, Nicola Fanizzi, Floriana Esposito
2001	—	`conf`	Learning Interaction Models in a Digital Library Service. User Modeling Giovanni Semeraro, Stefano Ferilli, Nicola Fanizzi, Fabio Abbattista
2001	—	`conf`	Learning Logic Models for Automated Text Categorization. AI*IA Stefano Ferilli, Nicola Fanizzi, Giovanni Semeraro
2001	A*	`conf`	OI-implication: Soundness and Refutation Completeness. IJCAI Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
2001	—	`conf`	User Profiling in an Application of Electronic Commerce. AI*IA Fabio Abbattista, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops, Giovanni Semeraro
2000	A*	`conf`	Ideal Theory Refinement under Object Identity. ICML Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
2000	—	`conf`	Intelligent Information Retrieval in a Digital Library Service. DELOS Giovanni Semeraro, Fabio Abbattista, Nicola Fanizzi, Stefano Ferilli
2000	—	`conf`	Interaction Profiling in Digital Libraries through Learning Tools. ECDL Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli
2000	—	`conf`	Learning from Parsed Sentences with INTHELEX. CoNLL/LLL Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Giovanni Semeraro
2000	J	`jnl`	Multistrategy Theory Revision: Induction and Abduction in INTHELEX. Mach. Learn. Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
2000	C	`conf`	Refining Logic Theories under OI-Implication. ISMIS Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
1999	C	`conf`	A Learning Server for Inducing User Classification Rules in a Digital Library Service. ISMIS Giovanni Semeraro, Maria Francesca Costabile, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli
1999	J	`jnl`	An Adaptive Visual Environment for Digital Libraries. Int. J. Digit. Libr. Maria Francesca Costabile, Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi
1999	—	`conf`	Conceptual Change in Learning Naive Physics: The Computational Model as a Theory Revision Process. AI*IA Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1998	J	`jnl`	Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service. Int. J. Digit. Libr. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1998	—	`conf`	Interacting With IDL: The Adaptive Visual Interface. ECDL Maria Francesca Costabile, Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1998	—	`conf`	Interfacce adattative per WWW: il caso di IDL. SEBD Maria Francesca Costabile, Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1997	C	`conf`	A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories. LOPSTR Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli
1997	—	`conf`	IDL: A Prototypical Intelligent Digital Library Service. AI*IA Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops
1997	—	`conf`	Machine Learning + On-line Libraries = IDL. ECDL Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli
1995	—	`conf`	Downward Refinement of Hierarchical Datalog Theories. GULP-PRODE Floriana Esposito, Nicola Fanizzi, Donato Malerba, Giovanni Semeraro
1995	—	`conf`	Revision of Logical Theories. AI*IA Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Donato Malerba