Cox, R., McCormick, A. Classification in practice: applying five proposed classification models to a sample of two-year colleges. In: Townsend, B., Bragg, D. eds. (2005) ASHE Reader on Community Colleges. Pearson Custom, Boston, MA, pp. 5-20...
A community-based classification and data aggregation model, such as a knowledge graph, could provide a common foundation for the study of cortical circuits. This community-based classification, nomenclature and data aggregation could serve as an example for cell type atlases in other parts of the ...
In this work, we tackle the problem of community detection for a given user under the constraint of limited local topology information. This naturally yields a classification formulation for community detection. As an initial study, we focus on a specific type of classifiers - classification by ...
For example, opinion leaders mainly guide the accelerated dissemination of public opinion within the community, and structural hole (SH) spanners are the core force of cross-community communication of public opinion. If the key figures of all types cannot be identified in time, their attributes ...
After that, we will introduce all the different types of classification and deep dive into some examples of classification algorithms. Finally, we will provide hands-on practice on the implementation of a few algorithms. Become a ML Scientist Master Python skills to become a machine learning ...
In the NLP community, annual competitions are conducted (e.g., clpsych.org) for solving such text classification problems originating from clinical research. In the recent past, text classification has also been used to segregate fake news from real news. Note that this section only serves as ...
In modern sequencing experiments, quickly and accurately identifying the sources of the reads is a crucial need. In metagenomics, where each read comes from one of potentially many members of a community, it can be important to identify the exact species the read is from. In other settings, ...
1) dispensing errors in a community pharmacy (n = 1) 2) documenting errors related to medication administration (e.g., no information available if the medication had been administered or in which dose, n = 5) 3) prescribing errors in which cessation of the medication was carri...
As quantum computing technologies mature, they must become accessible to a broader community of scientists, engineers, and practitioners. This is fundamental for the development of the field, as accessibility leads to more ideas that can be tested and potentially commercialized21. To lower the barrier...
The 2015 Paris Agreement sets the objectives of global climate ambition as expressed in its long-term temperature goal and mitigation goal. The scientific community has explored the characteristics of greenhouse gas emission reduction pathways in line with the Paris Agreement. However, when categorizing...