The key aspect in any active learning algorithm is how to choose the queries to be presented to the oracle. Active learning is specially useful in CC. In order to have an explanation for this, we compare the complexity of the answers given by oracles involved in active classification and ...
Ask a question Our experts can answer your tough homework and study questions. Ask a question Search AnswersLearn more about this topic: Classification in Science | Definition & Organization from Chapter 2 / Lesson 13 75K Learn the classification system definition, which is also known as t...
our database contains many more applications that have not been screened in detail yet and therefore need to be classified in our taxonomy. Thus, we stick with the empirical-to-conceptual approach. During the classification phase of the remaining applications, we recognized some dimensions that requ...
Our taxonomy is derived from existing conceptualizations in literature, analyzing existing SES, and evaluated with five interviews by experts from practice and science. Consequently, our approach results in an intuitive, applicable, and reasonable classification for describing SES along several dimensions. ...
Furthermore, any discussion made from evolutionary analyses refers to the taxonomic classification proposed so far. Taxonomic information can be obtained from several taxonomic databases, like the Catalogue of Life [1], which provides the taxonomic backbone to other projects such as Tree of Life [2...
Quantitative findings regarding the distribution of different types of metadiscourse functions are also included. Despite the widespread practice of student presentations, they have received very little research attention, but the present study maps their key discourse functions....
In regular classification tasks, the deep learning model generally ends with the FC layer, and the loss is calculated by cross-entropy after softmax activation. After the activation function, the output values are between 0-1. Therefore, the sign of gradient according to the correct label is ...
(Fig.2). As with any structured taxonomy, the creation of a well-defined hierarchical structure offers the possibility to focus on a sub-domain of the chemical space, or a specific level of classification. A more complete description of this taxonomic hierarchy can be found in the Additional ...
The ultimate meta-dimension, denoted aschoice presentation, undergoes a comprehensive subdivision into three discernible characteristics: choice information, choice visualization, and choice centralization. This division serves as a crucial framework for the classification of DCEs, particularly within the dimens...
the taxonomy introduces a classification system for the communication setting (Sect.5.1) and communication games (Sect.5.2) that agents encounter during language emergence. The communication setting encompasses factors such as the number of agents and the type of communication available to them. The co...