Sentence examples for based on cluster theory from inspiring English sources
K-nearest neighbors (KNN) is the most basic instance-based machine learning technique classifying objects based on cluster theory [ 4– 6].
The designated support parameters, based on anchored cluster theory can overcome the shortcomings of other support theories applied to a fractured roof of rectangular roadways or could not be calculated.
Currently, anomaly detection methods include anomaly detection based on classification, anomaly detection based on the nearest neighbor method, anomaly detection based on clustering, statistical anomaly detection, anomaly detection based on information theory, spectral theory anomaly detection, and so on [1].
Based on fuzzy clustering theory knowledge, we make the original data normalization and construct fuzzy equivalence matrix; finally, generated dynamic fuzzy clustering diagram show in Fig. 2.
The model is based on the lattice cluster theory and the hydrogen-bonding model.
We developed a new model based on the lattice cluster theory to describe phase behaviors of binary hyperbranched polymer solution systems.
In order to alleviate this problem, we acquired the initial cluster centers from the average of characteristics values in matrix (X) based on the theory of cluster center (Liao 2013).
Clustering based on graph theory is suggested to effectively overcome this problem, and spectral clustering is one potentially useful representative methodology (Paccanaro et al. 2006).
As observed in [13], the clustering algorithms based on graph theory are well suited to face clustering problems where no assumptions can be made about the clusters.
However, few papers have been published about the existence of these solutions of the aforementioned differential equations with feedback control for enterprise clusters based on ecology theory [7 13].
