Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
eDEM-CONNECT: agitation ontology for the intelligent support of informal caregivers of people with dementia. [PDF]
Suravee S +5 more
europepmc +1 more source
Representation learning approach for understanding structured documents. [PDF]
Trivedi A +3 more
europepmc +1 more source
BioTriplex: a full-text annotated corpus for fine-tuning language models in gene-disease relation extraction tasks. [PDF]
Collins C +6 more
europepmc +1 more source
Debris flow disaster information representation and perception based on knowledge graphs and virtual geographic environments. [PDF]
Zhang Z, Fu H, Zhang J, Zhang Y, Gu Z.
europepmc +1 more source
LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction. [PDF]
Wei Z +5 more
europepmc +1 more source
A causal discovery-based adaptive fusion algorithm for multi-source heterogeneous knowledge graphs. [PDF]
Wang T.
europepmc +1 more source
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Deductive entity relationship modeling
IEEE Transactions on Knowledge and Data Engineering, 1993An entity relationship oriented model, that includes the notion of class, together with different types of assertions on classes, is presented. The assertions are used to model IS-A and disjointness relations both between entities and between relationships, part-of relations between entities and relationships, mandatory participation of an entity in a ...
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Mapping XML Schema to Entity Relationship and Extended Entity Relationship Models
In this paper, we conceptually model an Entity Relationship (ER) diagram and Extended Entity Relationship (EER) diagram from XML Schema. This conceptual view of XML Schema is a necessary step in understanding XML data, and can easily be used to translate XML data to the relational model.
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