Knowledge graph embeddings for dealing with concept drift in machine learning
Data stream learning has been largely studied for extracting knowledge structures from
continuous and rapid data records. As data is evolving on a temporal basis, its underlying …
continuous and rapid data records. As data is evolving on a temporal basis, its underlying …
Integrating statistical machine learning in a semantic sensor web for proactive monitoring and control
Proactive monitoring and control of our natural and built environments is important in various
application scenarios. Semantic Sensor Web technologies have been well researched and …
application scenarios. Semantic Sensor Web technologies have been well researched and …
Querying temporal databases via OWL 2 QL
SQL: 2011, the most recently adopted version of the SQL query language, has
unprecedentedly standardized the representation of temporal data in relational databases …
unprecedentedly standardized the representation of temporal data in relational databases …
A combined approach to incremental reasoning for EL ontologies
Due to the dynamic nature of knowledge and data in semantic applications, ontology
incremental reasoning technologies are essential for ontology management systems …
incremental reasoning technologies are essential for ontology management systems …
Using ontology-based data access to enable context recognition in the presence of incomplete information
V Thost - KI-Künstliche Intelligenz, 2017 - Springer
Ontologies play an important role as a semantic layer for data access in various areas such
as the Semantic Web, medicine, and enterprise applications. They capture the terminology …
as the Semantic Web, medicine, and enterprise applications. They capture the terminology …
Temporal conjunctive query answering in the extended DL-Lite family
S Borgwardt, V Thost - arXiv preprint arXiv:2003.09508, 2020 - arxiv.org
Ontology-based query answering (OBQA) augments classical query answering in databases
by domain knowledge encoded in an ontology. Systems for OBQA use the ontological …
by domain knowledge encoded in an ontology. Systems for OBQA use the ontological …
[PDF][PDF] Complexity of Temporal Query Abduction in DL-Lite.
Temporal query abduction is the problem of hypothesizing a minimal set of temporal data
which, given some fixed background knowledge, warrants the entailment of the query. This …
which, given some fixed background knowledge, warrants the entailment of the query. This …
[PDF][PDF] A semantic sensor web framework for proactive environmental monitoring and control.
JA Adeleke - 2017 - academia.edu
Observing and monitoring of the natural and built environments is crucial for maintaining
and preserving human life. Environmental monitoring applications typically incorporate …
and preserving human life. Environmental monitoring applications typically incorporate …