A Counterfactual-Based Learning Algorithm for $\mathcal{ALC}$ Description Logic

scientific article published in 2005

A Gaussian Process Model for Knowledge Propagation in Web Ontologies

A Multi-relational Hierarchical Clustering Method for Datalog Knowledge Bases

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

Adding machine learning and knowledge intensive techniques to a digital library service

scholarly article by Floriana Esposito et al published October 1998 in International Journal on Digital Libraries

An algorithm based on counterfactuals for concept learning in the Semantic Web

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

Composite ontology matching with uncertain mappings recovery

Concept Induction in Description Logics Using Information-Theoretic Heuristics

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

Fuzzy Clustering for Categorical Spaces

Incremental multistrategy learning for document processing

article

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

Integrating New Refinement Operators in Terminological Decision Trees Learning

scientific article published in 2016

Knowledge-Intensive Induction of Terminologies from Metadata

scientific article published in ISWC 2004

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

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-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

Revision of logical theories

article

Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion

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)

Towards Evidence-Based Terminological Decision Trees

article

Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees

Towards the induction of terminological decision trees

Tractable Feature Generation Through Description Logics with Value and Number Restrictions

scientific article published in 2006

Tractable Reasoning with Bayesian Description Logics