Publications

  • Minervini, d'Amato, Fanizzi - Efficient Energy-based Embedding Models for Link Prediction in Knowledge Graphs. Journal on Intelligent Information Systems (JIIS 2016), Recent Advances in Mining Patterns from Complex Data, ISSN 1573-7675, June 2016
  • Minervini, d'Amato, Fanizzi, Tresp - Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies. Journal on Data Semantics (JoDS), May 2016
  • Minervini, d'Amato, Fanizzi, Esposito - Leveraging the Schema in Latent Factor Models for Knowledge Graph Completion. Proceedings of the ACM Symposium on Applied Computing - Semantic Web Track (ACM SAC 2016), ISBN 978-1-4503-3739-7, Pisa, Italy (24% acceptance rate)
  • Minervini, d'Amato, Fanizzi, Esposito - Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. 14th IEEE International Conference on Machine Learning and Applications (ICMLA 2015), ISBN 978-1-5090-0287-0, Miami, Florida, US
  • Minervini, d'Amato, Fanizzi, Esposito - A Gaussian Process Model for Knowledge Propagation in Web Ontologies. IEEE International Conference on Data Mining (ICDM 2014) ISBN 978-1-4799-4302-9, Shenzhen, China (19% acceptance rate)
  • Minervini, d'Amato, Fanizzi, Esposito - Adaptive Knowledge Propagation in Web Ontologies. Proceedings of the 19th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2014), ISBN 978-3-319-13703-2, Linköping, Sweden (best paper award)
  • Minervini, d'Amato, Fanizzi, Esposito - Graph-Based Regularization for Transductive Class-Membership Prediction. In: Uncertainty Reasoning for the Semantic Web III - ISWC International Workshops, URSW 2011-2013, Revised Selected Papers - Springer, ISBN: 978-3-319-13412-3
  • Minervini, d'Amato, Fanizzi, Esposito - Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness. In: Uncertainty Reasoning for the Semantic Web III - ISWC International Workshops, URSW 2011-2013, Revised Selected Papers - Springer, ISBN: 978-3-319-13412-3
  • Minervini, d'Amato, Fanizzi, Tresp - Learning to Propagate Knowledge in Web Ontologies. - Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web
  • Minervini, Fanizzi, d'Amato, Esposito - Rank Prediction for Semantically Annotated Resources - Proceedings of the ACM Symposium on Applied Computing - Semantic Web Track (ACM SAC 2013), ISBN 978-1-4503-1656-9, Coimbra, Portugal (24% acceptance rate)
  • Minervini, d'Amato, Fanizzi, Esposito - Transductive Inference for Class-Membership Propagation in Web Ontologies - The Semantic Web: Semantics and Big Data (ESWC 2013), ISBN 978-3-642-38287-1, Montpellier, France (26% acceptance rate) (sources and datasets)
  • Minervini, d'Amato, Fanizzi - A Graph Regularization Based Approach to Transductive Class-Membership Prediction - Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, Boston, USA, November 11 2012
  • Fanizzi, d’Amato, Esposito, Minervini - Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees - International Journal on Semantic Computing 2012
  • Minervini, d'Amato, Fanizzi - Learning Terminological Bayesian Classifiers: A Comparison of Alternative Approaches to Dealing with Unknown Concept Memberships - Proceedings of the 9th Italian Convention on Computational Logic, Rome, Italy, June 6-7, 2012
  • Minervini, d'Amato, Fanizzi - Learning Terminological Naive Bayesian Classifiers under Different Assumptions on Missing Knowledge. Proceedings of the 7th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2011), CEUR Workshop Proceedings vol. 778 ISSN 1613-0073, Bonn, Germany, pg. 63-74
  • Minervini, d'Amato, Fanizzi - Learning Probabilistic Description Logic Concepts Under Different Assumptions on Missing Knowledge. Proceedings of the ACM Symposium on Applied Computing - Semantic Web Track, SAC 2012, Riva, Trento, Italy, March 26-30, 2012. ACM 2012, ISBN 978-1-4503-0857-1 (30% acceptance rate)
  • Calefato, Lanubile, Minervini - Can Real-Time Machine Translation Overcome Language Barriers in Distributed Requirements Engineering? - 5th IEEE International Conference on Global Software Engineering, ICGSE 2010, Princeton, NJ, USA, 23-26 August, 2010. IEEE 2010, ISBN 978-1-4244-7619-0
  • Minervini - Apertium goes SOA: an efficient and scalable service based on the Apertium rule-based machine translation platform - Proceedings of the First International Workshop on Free/Open-Source Rule-Based Machine Translation, ISBN-13: 978-8-46-136188-5, 59-65, Alacant, Spain, 2009