Statistical relational learning (SRL) has become a popular paradigm for knowledge representation and inference in application domains with uncertain data that is of a complex, relational nature. A variety of different SRL frameworks has been developed over the last decade, based on ideas from probabil...
AQuantum System, denoted by symbolS, is an object under study and follows the laws of quantum mechanics. AnApparatus, denoted asA, can refer to the measuring devices, the environment thatSis interacting with, or the system from whichSis created. All systems are quantum systems, including any a...
However, LLMs-based methods may struggle with structured data, such as dates, numbers, and alphanumeric codes, as these symbols are less frequent in natural language text compared to specialized deep learning models designed for such tasks. Furthermore, LLM performance can be sensitive to ...
Note:the symbols I have chosen don't matter, I am trying to select arbitrary ones, because I might need to define arbitrary operators in my use case. An expression involving these operators should look something like this: a*b @ c*d ~ a*b || a*b ~ c @ d The spaces...
Similarly, the set of kets {|aj〉} is eigenbasis of Hilbert space \({ {\mathcal H} }_{A}\) with dimension N for the apparatus system A. The bidirectional process \(|{a}_{j}\rangle \rightleftharpoons |{s}_{i}\rangle \) is called a potential measurement configuration in the ...
2.3 DataModelshould:ProvidesimpleapproachtostructuringdataProvidecollectionofoperationsondataSimulatetherealworldcomparativelytrulyBeeasytounderstandBeeasytobeimplementedbycomputer 2.4 ExampleofaRelation 2.5 WhyRelations?Simple.Matchforthewaywethinkaboutourdata.AbstractmodelthatunderliesSQL,themostimportantlanguagein...
One of the claims made about the virtues of UML is that the same symbols used to describe business entity classes during requirements analysis can also be used to describe the classes that are program code created for a computer system. This is unfortunate, in that these are not the same th...
In a disjunctive concept, an object can be classified as its member when it fulfils at least one of its criteria. In a conjunctive concept, an object has to meet all of its criteria to be accepted as its member. Answer and ...
Although our approach may extend naturally to relations over any enu- merable domains (e.g., booleans, symbols/strings, etc), we also assume that such values are interned and assigned a unique enumerated identity. Several RA opera- tions are especially standard and form a simple basis for ...
Qi et al.8 proposed an exterior design methodology for subway trains by combining cultural symbols with regional characteristics and bionic images. Liang et al.9 proposed a means of optimizing regional cultural factors for the exterior design of urban rail trains. However, there is still a lack ...