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AI-powered model repair: an experience report—lessons learned, challenges, and opportunities
Artificial intelligence has already proven to be a powerful tool to automate and improve how
we deal with software development processes. The application of artificial intelligence to …
we deal with software development processes. The application of artificial intelligence to …
Foundational ontologies, ontology‐driven conceptual modeling, and their multiple benefits to data mining
For many years, the role played by domain knowledge in all stages of knowledge discovery
has been recognized. However, the real‐world semantics embedded in data is often still not …
has been recognized. However, the real‐world semantics embedded in data is often still not …
A vision for flexible glsp-based web modeling tools
In the past decade, the modeling community has produced many feature-rich modeling
editors and tool prototypes not only for modeling standards but particularly also for many …
editors and tool prototypes not only for modeling standards but particularly also for many …
Validation and verification in domain-specific modeling method engineering: an integrated life-cycle view
Enterprise models have the potential to constitute a valuable asset for organizations, eg, in
terms of enabling a variety of analyses or by fostering cross-organizational communication …
terms of enabling a variety of analyses or by fostering cross-organizational communication …
Encoding conceptual models for machine learning: a systematic review
Conceptual models are essential in Software and Information Systems Engineering to meet
many purposes since they explicitly represent the subject domains. Machine Learning (ML) …
many purposes since they explicitly represent the subject domains. Machine Learning (ML) …
The Ontology Network in Finance and Economics
A central concern of this thesis is to provide solid ontological foundations for some
intertwined concepts in finance and economics, namely those of money, trust, value, risk and …
intertwined concepts in finance and economics, namely those of money, trust, value, risk and …
Mind the gap!: Learning missing constraints from annotated conceptual model simulations
Conceptual modeling plays a fundamental role to capture information about complex
business domains (eg, finance, healthcare) and enables semantic interoperability. To fulfill …
business domains (eg, finance, healthcare) and enables semantic interoperability. To fulfill …
Conceptual model visual simulation and the inductive learning of missing domain constraints
Conceptual modeling plays a fundamental role in information systems engineering, and in
data and systems interoperability. To play their role as instruments for domain modeling …
data and systems interoperability. To play their role as instruments for domain modeling …
AI-powered model repair: an experience report—lessons learned, challenges, and opportunities
Artificial intelligence has already proven to be a powerful tool to automate and improve how
we deal with software development processes. The application of artificial intelligence to …
we deal with software development processes. The application of artificial intelligence to …