Contact

All Stories

  1. Learning Interpretable Probabilistic Models and Schema Axioms for Knowledge Graphs

    Article • October 2025, Springer Science + Business Media

    Claudia d'Amato

  2. LP-DIXIT: Evaluating Explanations for Link Predictions on Knowledge Graphs using Large Language Models

    Article • April 2025, ACM (Association for Computing Machinery)

    Claudia d'Amato

  3. On the legal implications of Large Language Model answers: A prompt engineering approach and a view beyond by exploiting Knowledge Graphs

    Article • Journal of Web Semantics, January 2025, Elsevier

    Claudia d'Amato

  4. Additive Counterfactuals for Explaining Link Predictions on Knowledge Graphs

    Article • November 2024, Springer Science + Business Media

    Claudia d'Amato

  5. Explanation of Link Predictions on Knowledge Graphs via Levelwise Filtering and Graph Summarization

    Article • January 2024, Springer Science + Business Media

    Claudia d'Amato

  6. Knowledge Graphs

    Article • ACM Computing Surveys, May 2022, ACM (Association for Computing Machinery)

    Claudia d'Amato

  7. An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge Graphs

    Article • December 2021, ACM (Association for Computing Machinery)

    Claudia d'Amato

  8. An unsupervised approach to disjointness learning based on terminological cluster trees

    Article • Semantic Web – Interoperability Usability Applicability, March 2021, IOS Press

    Claudia d'Amato

  9. Correction to: The Semantic Web: ESWC 2021 Satellite Events

    Article • January 2021, Springer Science + Business Media

    Claudia d'Amato

  10. Class expression induction as concept space exploration: From DL-Foil to DL-Focl

    Article • Future Generation Computer Systems, July 2020, Elsevier

    Claudia d'Amato

  11. Machine Learning for the Semantic Web: Lessons learnt and next research directions

    Article • Semantic Web – Interoperability Usability Applicability, January 2020, IOS Press

    Claudia d'Amato

  12. Constructing Metrics for Evaluating Multi-Relational Association Rules in the Semantic Web from Metrics for Scoring Association Rules

    Article • March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  13. Boosting DL Concept Learners

    Article • January 2019, Springer Science + Business Media

    Claudia d'Amato

  14. Adaptive Knowledge Propagation in Web Ontologies

    Article • ACM Transactions on the Web, February 2018, ACM (Association for Computing Machinery)

    Claudia d'Amato

  15. Approximate classification with web ontologies through evidential terminological trees and forests

    Article • International Journal of Approximate Reasoning, January 2018, Elsevier

    Claudia d'Amato

  16. A Framework for Tackling Myopia in Concept Learning on the Web of Data

    Article • January 2018, Springer Science + Business Media

    Claudia d'Amato

  17. Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-relational Association Rules in the Semantic Web

    Article • January 2018, Springer Science + Business Media

    Claudia d'Amato

  18. DLFoil: Class Expression Learning Revisited

    Article • January 2018, Springer Science + Business Media

    Claudia d'Amato

  19. Journal Track Chairs' Welcome & Organization

    Article • January 2018, ACM (Association for Computing Machinery)

    Claudia d'Amato

  20. Tree-based models for inductive classification on the Web Of Data

    Article • Journal of Web Semantics, August 2017, Elsevier

    Claudia d'Amato

  21. An evolutionary algorithm for discovering multi-relational association rules in the semantic web

    Article • July 2017, ACM (Association for Computing Machinery)

    Claudia d'Amato

  22. Multi-label Based Learning for Better Multi-criteria Ranking of Ontology Reasoners

    Article • January 2017, Springer Science + Business Media

    Claudia d'Amato

  23. Terminological Cluster Trees for Disjointness Axiom Discovery

    Article • January 2017, Springer Science + Business Media

    Claudia d'Amato

  24. Efficient energy-based embedding models for link prediction in knowledge graphs

    Article • Journal of Intelligent Information Systems, June 2016, Springer Science + Business Media

    Claudia d'Amato

  25. Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies

    Article • Journal on Data Semantics, May 2016, Springer Science + Business Media

    Claudia d'Amato

  26. Leveraging the schema in latent factor models for knowledge graph completion

    Article • April 2016, ACM (Association for Computing Machinery)

    Claudia d'Amato

  27. Ontology enrichment by discovering multi-relational association rules from ontological knowledge bases

    Article • April 2016, ACM (Association for Computing Machinery)

    Claudia d'Amato, Steffen Staab

  28. Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data

    Article • January 2016, Springer Science + Business Media

    Claudia d'Amato

  29. Evolutionary Discovery of Multi-relational Association Rules from Ontological Knowledge Bases

    Article • January 2016, Springer Science + Business Media

    Claudia d'Amato

  30. Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  31. The Data Mining OPtimization Ontology

    Article • Journal of Web Semantics, May 2015, Elsevier

    Claudia d'Amato

  32. Inductive Classification Through Evidence-Based Models and Their Ensembles

    Article • January 2015, Springer Science + Business Media

    Claudia d'Amato

  33. On the Effectiveness of Evidence-Based Terminological Decision Trees

    Article • January 2015, Springer Science + Business Media

    Claudia d'Amato

  34. The Semantic Web. Latest Advances and New Domains

    Article • January 2015, Springer Science + Business Media

    Claudia d'Amato

  35. A Gaussian Process Model for Knowledge Propagation in Web Ontologies

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  36. Inductive Reasoning and Machine Learning for the Semantic Web

    Article • Semantic Web – Interoperability Usability Applicability, January 2014, IOS Press

    Claudia d'Amato

  37. Semantic Knowledge Discovery and Data-Driven Logical Reasoning from Heterogeneous Data Sources

    Article • January 2014, Springer Science + Business Media

    Claudia d'Amato

  38. Towards Evidence-Based Terminological Decision Trees

    Article • January 2014, Springer Science + Business Media

    Claudia d'Amato

  39. Uncertainty Reasoning for the Semantic Web III

    Article • January 2014, Springer Science + Business Media

    Claudia d'Amato

  40. Rank prediction for semantically annotated resources

    Article • January 2013, ACM (Association for Computing Machinery)

    Claudia d'Amato

  41. NUMERIC PREDICTION ON OWL KNOWLEDGE BASES THROUGH TERMINOLOGICAL REGRESSION TREES

    Article • International Journal of Semantic Computing, December 2012, World Scientific Pub Co Pte Lt

    Claudia d'Amato

  42. Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  43. Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  44. Message from the ICSC 2012 Workshop Co-Chairs

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  45. Ontology-based semantic search on the Web and its combination with the power of inductive reasoning

    Article • Annals of Mathematics and Artificial Intelligence, July 2012, Springer Science + Business Media

    Claudia d'Amato

  46. Induction of robust classifiers for web ontologies through kernel machines

    Article • Journal of Web Semantics, March 2012, Elsevier

    Claudia d'Amato

  47. Mining the Semantic Web

    Article • Data Mining and Knowledge Discovery, February 2012, Springer Science + Business Media

    Claudia d'Amato

  48. Semantic Knowledge Discovery from Heterogeneous Data Sources

    Article • January 2012, Springer Science + Business Media

    Claudia d'Amato

  49. Learning probabilistic Description logic concepts

    Article • January 2012, ACM (Association for Computing Machinery)

    Claudia d'Amato

  50. Learning with Semantic Kernels for Clausal Knowledge Bases

    Article • January 2011, Springer Science + Business Media

    Claudia d'Amato

  51. Prediction of class and property assertions on OWL ontologies through evidence combination

    Article • January 2011, ACM (Association for Computing Machinery)

    Claudia d'Amato

  52. DL-LINK: A CONCEPTUAL CLUSTERING ALGORITHM FOR INDEXING DESCRIPTION LOGICS KNOWLEDGE BASES

    Article • International Journal of Semantic Computing, December 2010, World Scientific Pub Co Pte Lt

    Claudia d'Amato

  53. Efficient Resource Retrieval from Semantic Knowledge Bases

    Article • September 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  54. Machine Learning Methods for Ontology Mining

    Article • July 2010, Wiley

    Claudia d'Amato

  55. Towards the induction of terminological decision trees

    Article • January 2010, ACM (Association for Computing Machinery)

    Claudia d'Amato

  56. A Refinement Operator Based Method for Semantic Grouping of Conjunctive Query Results

    Article • January 2010, Springer Science + Business Media

    Claudia d'Amato

  57. Categorize by: Deductive Aggregation of Semantic Web Query Results

    Article • January 2010, Springer Science + Business Media

    Claudia d'Amato

  58. Combining Semantic Web Search with the Power of Inductive Reasoning

    Article • January 2010, Springer Science + Business Media

    Claudia d'Amato

  59. Fuzzy Clustering for Semantic Knowledge Bases

    Article • Fundamenta Informaticae, January 2010, IOS Press

    Claudia d'Amato

  60. Induction of Concepts in Web Ontologies through Terminological Decision Trees

    Article • January 2010, Springer Science + Business Media

    Claudia d'Amato

  61. Inductive learning for the Semantic Web: What does it buy?

    Article • Semantic Web – Interoperability Usability Applicability, January 2010, IOS Press

    Claudia d'Amato

  62. Inductive reasoning and semantic web search

    Article • January 2010, ACM (Association for Computing Machinery)

    Claudia d'Amato

  63. Learning to Rank Individuals in Description Logics Using Kernel Perceptrons

    Article • January 2010, Springer Science + Business Media

    Claudia d'Amato

  64. Recovering uncertain mappings through structural validation and aggregation with the MoTo system

    Article • January 2010, ACM (Association for Computing Machinery)

    Claudia d'Amato

  65. Towards Learning to Rank in Description Logics

    Article • January 2010, IOS Press

    Claudia d'Amato

  66. Metric-based stochastic conceptual clustering for ontologies

    Article • Information Systems, December 2009, Elsevier

    Claudia d'Amato

  67. Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks

    Article • International Journal on Semantic Web and Information Systems, October 2009, IGI Global

    Claudia d'Amato

  68. Inductive Query Answering and Concept Retrieval Exploiting Local Models

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  69. Fuzzy Clustering for Categorical Spaces

    Article • January 2009, Springer Science + Business Media

    Claudia d'Amato

  70. Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  71. Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages

    Article • January 2009, Springer Science + Business Media

    Claudia d'Amato

  72. ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification

    Article • January 2009, Springer Science + Business Media

    Claudia d'Amato

  73. INDUCTION OF CLASSIFIERS THROUGH NON-PARAMETRIC METHODS FOR APPROXIMATE CLASSIFICATION AND RETRIEVAL WITH ONTOLOGIES

    Article • International Journal of Semantic Computing, September 2008, World Scientific Pub Co Pte Lt

    Claudia d'Amato

  74. Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases

    Article • August 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  75. Tractable Reasoning with Bayesian Description Logics

    Article • January 2008, Springer Science + Business Media

    Claudia d'Amato

  76. Evolutionary Conceptual Clustering of Semantically Annotated Resources

    Article • September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Claudia d'Amato

  77. Instance-based retrieval by analogy

    Article • January 2007, ACM (Association for Computing Machinery)

    Claudia d'Amato

  78. Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases

    Article • January 2007, ACM (Association for Computing Machinery)

    Claudia d'Amato

  79. DL-FOIL Concept Learning in Description Logics

    Article • Springer Science + Business Media

    Claudia d'Amato

  80. Learning with Kernels in Description Logics

    Article • Springer Science + Business Media

    Claudia d'Amato

  81. Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases

    Article • Springer Science + Business Media

    Claudia d'Amato

  82. Conceptual Clustering Applied to Ontologies

    Article • Springer Science + Business Media

    Claudia d'Amato

  83. A Multi-relational Hierarchical Clustering Method for Datalog Knowledge Bases

    Article • Springer Science + Business Media

    Claudia d'Amato

  84. Query Answering and Ontology Population: An Inductive Approach

    Article • Springer Science + Business Media

    Claudia d'Amato

  85. Conceptual Clustering and Its Application to Concept Drift and Novelty Detection

    Article • Springer Science + Business Media

    Claudia d'Amato

  86. Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies

    Article • Springer Science + Business Media

    Claudia d'Amato