In this paper, we study the problem of subgraph selection from brain networks with side information guidance and propose a novel solution to find an optimal set of subgraph patterns for graph classification by exploring a plurality of side views.
These results support our premise that exploring a plurality of side views can boost the performance of graph classification, and the gSide evaluation criterion in gMSV can find more informative subgraph patterns for graph classification than subgraphs based on frequency or other discrimination scores.
In order to explore the plurality of rankings obtained by the ELECTRE III method for possible sets of criteria weights, we apply the Stochastic Multiobjective Acceptability Analysis (SMAA) that permits to draw robust conclusions in terms of rankings and preference relations at each level of the hierarchy of criteria.
What we have tried to sketch in this paper is an approach based on the Aristotelian notion of phronesis, which may help explore the plurality of issues that may go under the general label of "responsible research".
The authors also explore the plurality of identities among institutional members, students, faculty, and staff and the association of this topic with programs, policies, and structural matters.
We explore comparison of pluralities in two experiments, eliciting comparison judgments while varying the properties of the members of each set.
The result is a plurality of pluralisms.
It was liberating to hear such a plurality of styles being explored across genders and ages – it allowed me to see a whole different way of being Sudanese that I was never allowed to be exposed to.
I hope such a reader would get something of the excitement I got in moving from world to different world – the liberation of writing a succession of short stories – yet constantly discovering echoes and connections: twenty-five human worlds that go some way to exploring the elusive plurality known singly as England.
In addition to exploring internal theory diversity and in parallel with plurality of modeling, a Pragmatic View of Theories could also explore pluralism of modes of theorizing, and of philosophically analyzing theoretical structure (thesis #2).
