Taxonomic hierarchical networks or semantic networks have been widely used in representing knowledge in AI applications. Semantic networks have been the preferred form of representation in AI, rather than predicate logic. However, the formal semantics of these networks has not been dealt with adequately...
Such information can be exploited from different perspectives in order to provide a more comprehensive and interpretable representation of AI models. In this paper, we present the first version of SeXAI, a semantic-based explainable framework aiming to exploit semantic information for making black ...
Semantic Mathematics offers a more accurate representation of real-world semantics by embedding context, ambiguity, and dynamism into mathematical models, thereby aligning more closely with human-like understanding. 6.2. Adaptability and Evolution Unlike static traditional models, Semantic Mathematics accommodat...
Such information can be exploited from different perspectives in order to provide a more comprehensive and interpretable representation of AI models. In this paper, we present the first version of SeXAI, a semantic-based explainable framework aiming to exploit semantic information for making black ...
The absence of women on the list has drawn attention on social media, with some researchers wondering if the result reflected a bias in Semantic Scholar’s ranking algorithm, or is another expression of long-documented differences in gender representation in the biomedical sciences and scientific ...
The power of this architecture lies in the use of inverted residual modules with linear bottlenecks. Such a module is a block that takes a low dimensional representation, expands it, and reprojects it to a low dimensional space after having performed a depthwise filtering operation. The linear ...
4.1. Mathematical Representation of Real Semantic Space Let SSS denote the Real Semantic Space, defined as: S={(e,C,t)∣e∈E,C∈C,t∈T}S = \{ (e, C, t) \mid e \in E, C \in \mathcal{C}, t \in T \}S={(e,C,t)∣e∈E,C∈C,t∈T} ...
and the hierarchies. One option is to let business users create their own semantic models in the tools that they use. However, achieving asingle source of truthis difficult in this case. It is necessary to have a common representation of data so that different teams can access t...
Semantic Representation of Human Values 4.1. Semantic Bundles and Cognitive Semantic Space 4.2. Modeling Values in Semantic Mathematics 4.3. Aligning Values within the DIKWP Hierarchy Logical Structuring Inspired by Wittgenstein 5.1. Logical Propositions and Semantic Spaces 5.2. Formalizing Values through Lo...
Gellish.The Gellish information representation language andknowledge baseis used for expressing knowledge, facts, queries and answers. SciCrunch.A knowledge base of scientific resources, SciCrunch uses semantic data integration and information extraction techniques to assist biologists in generating hypotheses...