Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs | 0 | 0.34 | 2021 |
An Unsupervised Approach To Disjointness Learning Based On Terminological Cluster Trees | 0 | 0.34 | 2021 |
An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge Graphs | 0 | 0.34 | 2021 |
Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge | 0 | 0.34 | 2021 |
Approximate classification with web ontologies through evidential terminological trees and forests. | 1 | 0.35 | 2018 |
A Framework for Tackling Myopia in Concept Learning on the Web of Data. | 0 | 0.34 | 2018 |
DLFoil: Class Expression Learning Revisited. | 0 | 0.34 | 2018 |
Tree-based models for inductive classification on the Web Of Data. | 1 | 0.36 | 2017 |
Terminological Cluster Trees for Disjointness Axiom Discovery. | 0 | 0.34 | 2017 |
Efficient energy-based embedding models for link prediction in knowledge graphs. | 5 | 0.43 | 2016 |
Induction of Terminological Cluster Trees. | 1 | 0.36 | 2016 |
Integrating New Refinement Operators in Terminological Decision Trees Learning. | 2 | 0.38 | 2016 |
Leveraging the schema in latent factor models for knowledge graph completion. | 2 | 0.38 | 2016 |
On the Effectiveness of Evidence-Based Terminological Decision Trees. | 4 | 0.41 | 2015 |
Inductive Classification Through Evidence-Based Models and Their Ensembles | 3 | 0.37 | 2015 |
Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness. | 0 | 0.34 | 2014 |
Inductive Reasoning and Machine Learning for the Semantic Web | 2 | 0.36 | 2014 |
Graph-Based Regularization for Transductive Class-Membership Prediction. | 0 | 0.34 | 2014 |
Learning to Propagate Knowledge in Web Ontologies. | 2 | 0.40 | 2014 |
Semantic Web Search and Inductive Reasoning. | 1 | 0.36 | 2013 |
Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations. | 1 | 0.35 | 2013 |
Italian Machine Learning And Data Mining Research: The Last Years | 0 | 0.34 | 2013 |
Rank prediction for semantically annotated resources | 1 | 0.35 | 2013 |
Transductive Inference for Class-Membership Propagation in Web Ontologies. | 3 | 0.38 | 2013 |
Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training | 2 | 0.39 | 2012 |
Ontology-based semantic search on the Web and its combination with the power of inductive reasoning | 2 | 0.40 | 2012 |
Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees | 3 | 0.37 | 2012 |
A Graph Regularization Based Approach to Transductive Class-Membership Prediction. | 2 | 0.36 | 2012 |
Learning probabilistic Description logic concepts: under different Assumptions on missing knowledge | 4 | 0.39 | 2012 |
Concept Induction in Description Logics Using Information-Theoretic Heuristics | 3 | 0.40 | 2011 |
Learning Terminological Naive Bayesian Classifiers under Different Assumptions on Missing Knowledge. | 0 | 0.34 | 2011 |
Learning to rank individuals in description logics using kernel perceptrons | 3 | 0.46 | 2010 |
Fuzzy Clustering for Semantic Knowledge Bases | 3 | 0.40 | 2010 |
Recovering uncertain mappings through structural validation and aggregation with the MoTo system | 1 | 0.34 | 2010 |
Efficient Resource Retrieval from Semantic Knowledge Bases | 1 | 0.37 | 2010 |
Inductive learning for the Semantic Web: What does it buy? | 28 | 1.34 | 2010 |
Dl-Link: a Conceptual Clustering Algorithm for Indexing Description Logics Knowledge Bases. | 0 | 0.34 | 2010 |
Combining Semantic Web Search with the Power of Inductive Reasoning | 6 | 0.56 | 2010 |
A refinement operator based method for semantic grouping of conjunctive query results | 1 | 0.37 | 2010 |
Towards the induction of terminological decision trees | 3 | 0.38 | 2010 |
Default Logics for Plausible Reasoning with Controversial Axioms. | 0 | 0.34 | 2010 |
Towards Learning to Rank in Description Logics | 3 | 0.40 | 2010 |
Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models | 1 | 0.37 | 2009 |
Metric-based stochastic conceptual clustering for ontologies | 15 | 0.63 | 2009 |
Evidential Nearest-Neighbors Classification for Inductive ABox Reasoning | 3 | 0.44 | 2009 |
A Semantic Similarity Measure for Expressive Description Logics | 38 | 1.61 | 2009 |
ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification | 9 | 0.48 | 2009 |
Evolutionary Conceptual Clustering Based On Induced Pseudo-Metrics | 8 | 0.55 | 2008 |
A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases | 1 | 0.42 | 2008 |
Conceptual clustering and its application to concept drift and novelty detection | 22 | 0.96 | 2008 |