Meta-analysis of genetic mapping studies in mice reveals candidate epilepsy modifier genes that are outside the current drug development landscape. [PDF]
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Pre-Meta: priors-augmented retrieval for LLM-based metadata generation. [PDF]
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Neuro-symbolic AI for auditable cognitive information extraction from medical reports. [PDF]
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A Prey–Predator Approach for Ontology Meta-matching
Journal on Data Semantics, 2021Ontology matching has become one of the main research topics to address problems related to semantic interoperability on the web. The main goal is to find ways to make different ontologies interoperable. Due to the high heterogeneity in the knowledge representation of each ontology, several matchers are proposed in the literature, each seeking to ...
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A framework for evaluating ontology meta-matching approaches
Journal of Intelligent Information Systems, 2020Ontology matching has become a key issue to solve problems of semantic heterogeneity. Several researchers propose diverse techniques that can be used in distinct scenarios. Ontology meta-matching approaches are a specialization of ontology matching and have achieved good results in pairs of ontologies with different types of heterogeneities.
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Interpretable ontology meta-matching in the biomedical domain using Mamdani fuzzy inference
Expert Systems With Applications, 2022Ontology meta-matching techniques have been consolidated as one of the best approaches to face the problem of discovering semantic relationships between knowledge models that belong to the same domain but have been developed independently. After more than a decade of research, the community has reached a stage of maturity characterized by increasingly ...
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A novel meta-matching approach for ontology alignment using grasshopper optimization
Knowledge-Based Systems, 2020Abstract Ontology alignment is a fundamental task to support information sharing and reuse in heterogeneous information systems. Optimizing the combination of matchers by evolutionary algorithms to align ontology is an effective method. However, such methods have two significant shortcomings: weights need to be set manually to combine matchers, and a
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A Compact Co-Evolutionary Algorithm for sensor ontology meta-matching
Knowledge and Information Systems, 2017With the proliferation of sensors, semantic web technologies are becoming closely related to sensor network. The linking of elements from semantic web technologies with sensor networks is called semantic sensor web whose main feature is the use of sensor ontologies.
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