neurosymbolic integration using KR

KR  is necessary to support explainability and human sense making
connectionist ML , due to increased complexity and scale. etc  This is what
we call Neurosymbolic Integration using KR

Here is an interesting volume also devoted that demonstrates this, in
addition to the literature pointed earlier
Compilation of Symbolic Knowledge and Integration with Numeric Knowledge
Using Hybrid Systems
https://www.researchgate.net/publication/220886914_Compilation_of_Symbolic_Knowledge_and_Integration_with_Numeric_Knowledge_Using_Hybrid_Systems



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