Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs | 0 | 0.34 | 2021 |
Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge | 0 | 0.34 | 2021 |
Machine Learning for the Semantic Web: Lessons learnt and next research directions. | 1 | 0.35 | 2020 |
Boosting DL Concept Learners. | 1 | 0.37 | 2019 |
Constructing Metrics for Evaluating Multi-Relational Association Rules in the Semantic Web from Metrics for Scoring Association Rules | 0 | 0.34 | 2019 |
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 |
Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-relational Association Rules in the Semantic Web. | 1 | 0.35 | 2018 |
Journal Track Chairs' Welcome & Organization. | 0 | 0.34 | 2018 |
An evolutionary algorithm for discovering multi-relational association rules in the semantic web. | 0 | 0.34 | 2017 |
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 |
Machine Learning for the Semantic Web: filling the gaps in Ontology Mining. | 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 |
Evolutionary Discovery of Multi-relational Association Rules from Ontological Knowledge Bases. | 6 | 0.50 | 2016 |
Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies. | 0 | 0.34 | 2016 |
Inductive Classification Through Evidence-Based Models and Their Ensembles | 3 | 0.37 | 2015 |
The Data Mining OPtimization Ontology | 19 | 1.02 | 2015 |
Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs. | 1 | 0.36 | 2015 |
Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion | 7 | 0.51 | 2015 |
Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness. | 0 | 0.34 | 2014 |
A Gaussian Process Model for Knowledge Propagation in Web Ontologies | 2 | 0.37 | 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 |
Adaptive Knowledge Propagation in Web Ontologies. | 1 | 0.36 | 2014 |
Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases. | 4 | 0.39 | 2014 |
Towards Evidence-Based Terminological Decision Trees. | 6 | 0.49 | 2014 |
Semantic Knowledge Discovery and Data-Driven Logical Reasoning from Heterogeneous Data Sources. | 0 | 0.34 | 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 |
Rank prediction for semantically annotated resources | 1 | 0.35 | 2013 |
Transductive Inference for Class-Membership Propagation in Web Ontologies. | 3 | 0.38 | 2013 |
Assertion Prediction with Ontologies through Evidence Combination. | 5 | 0.49 | 2013 |
Ontology-based semantic search on the Web and its combination with the power of inductive reasoning | 2 | 0.40 | 2012 |
Semantic knowledge discovery from heterogeneous data sources | 3 | 0.39 | 2012 |
Learning probabilistic Description logic concepts: under different Assumptions on missing knowledge | 4 | 0.39 | 2012 |
Mining the Semantic Web - Statistical learning for next generation knowledge bases. | 0 | 0.34 | 2012 |
Induction of robust classifiers for web ontologies through kernel machines | 4 | 0.40 | 2012 |
Prediction of class and property assertions on OWL ontologies through evidence combination | 2 | 0.38 | 2011 |
Learning with semantic kernels for clausal knowledge bases | 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 |