A Multi-relational Hierarchical Clustering Method for Datalog Knowledge Bases

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

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

Approximate classification with web ontologies through evidential terminological trees and forests

scholarly article by Giuseppe Rizzo et al published January 2018 in International Journal of Approximate Reasoning

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

Boosting DL Concept Learners

scientific article published in 2019

Categorize by: Deductive Aggregation of Semantic Web Query Results

Combining Semantic Web Search with the Power of Inductive Reasoning

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

Composite ontology matching with uncertain mappings recovery

Conceptual Clustering Applied to Ontologies

Conceptual Clustering and Its Application to Concept Drift and Novelty Detection

DL-FOIL Concept Learning in Description Logics

Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies

scientific article published on 6 May 2016

Efficient Resource Retrieval from Semantic Knowledge Bases

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

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

Evolutionary Conceptual Clustering Based on Induced Pseudo-Metrics

Evolutionary Conceptual Clustering of Semantically Annotated Resources

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

Fuzzy Clustering for Categorical Spaces

Induction of Concepts in Web Ontologies through Terminological Decision Trees

article by Nicola Fanizzi et al published 2010 in Lecture Notes in Computer Science

Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases

Induction of robust classifiers for web ontologies through kernel machines

Inductive Classification Through Evidence-Based Models and Their Ensembles

article

Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks

Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks

Inductive Query Answering and Concept Retrieval Exploiting Local Models

Inductive reasoning and semantic web search

Instance-based retrieval by analogy

scholarly article published 2007

Knowledge Graphs ⬇️

scientific article on arXiv by Aidan Hogan et al

Knowledge Graphs

edition from 2021 published by Morgan & Claypool Publishers

Knowledge Graphs ⬇️

2021 written work authored by Aidan Hogan et al.

Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness

scientific article published in 2014

Learning probabilistic Description logic concepts

Learning to Rank Individuals in Description Logics Using Kernel Perceptrons

Learning with Kernels in Description Logics

Learning with Semantic Kernels for Clausal Knowledge Bases

Leveraging the schema in latent factor models for knowledge graph completion

Machine Learning Methods for Ontology Mining

scholarly article published 20 July 2010

Metric-based stochastic conceptual clustering for ontologies

Mining the Semantic Web

scientific article published in February 2012

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

On the Effectiveness of Evidence-Based Terminological Decision Trees

article

On the Influence of Description Logics Ontologies on Conceptual Similarity

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

article published in 2016

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

Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages

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

article

Query Answering and Ontology Population: An Inductive Approach

Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases

Rank prediction for semantically annotated resources

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

ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification

Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion

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

article

Semantic Knowledge Discovery from Heterogeneous Data Sources

Statistical Learning for Inductive Query Answering on OWL Ontologies

scientific article published in ISWC 2008

Terminological Cluster Trees for Disjointness Axiom Discovery

scientific article (publication date: 2017)

The Data Mining OPtimization Ontology

article

Towards Evidence-Based Terminological Decision Trees

article

Towards the induction of terminological decision trees

Tractable Reasoning with Bayesian Description Logics