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Holographic Case-Based Reasoning
, Ganesan D.
Published in Springer Science and Business Media Deutschland GmbH
Volume: 12311 LNAI
Pages: 144 - 159
In this paper, we present a novel extension of CBR that allows cases to be more proactive at problem solving, by enriching case representations and facilitating richer interconnectedness between cases. We empirically study the improvements resulting from a holographic realization on experimental datasets. In addition to making CBR more cognitively appealing, the idea has the potential to lend itself as an elegant general CBR formalism of which diverse realizations of CBR can be viewed as instances. © 2020, Springer Nature Switzerland AG.