The algorithm maximizes a function of ''category utility'' that is preferable in several respects to available clustering methods, and has demonstrated its capacity to locate the most informative, or ''basic'', level of categorization. The analysis yielded four syndromal subtypes: a common, ...
We used available genomes of fungi to create maps of fungal “Function;Family” annotated CAZyme profiles and compared the organization of these enzyme profiles to the taxonomy of the fungi. The comparative analysis of the fungal enzyme profiles was done using an algorithm that utilizes Yule distan...
Spectral clusteringInteraction of multiple genetic variants is a major challenge in the development of effective treatment strategies for complex disorders. Identifying the most promising genes enhances the understanding of the underlying mechanisms of the disease, which, in turn leads to better diagnostic...
In this paper, we improve upon existing work with two major contributions. First, we show that a more representative reference-set contributes to better classification accuracy. To this end, we carefully adapt the K-means clustering algorithm in the feature space to select a distinguished reference...
A major difficulty of text categorization is the high dimensionality of the feature space. Feature selection is an important step in text categorization to... X Yan - IEEE 被引量: 22发表: 0年 A new feature selection method for text clustering Feature selection methods have been successfully app...
Instead of any known co-publication (Aberer and Hauswirth,2001) and citation networks analysis (Chen,1999) and emerging research front detection methods (Shibataet al.,2008), this methodological approach was used for clustering because the author hypothesized a particular cognitive framework in advance...
Au et al. [47], in their study of hotels in mainland China’s major cities, used data from TripAdvisor’s website and CTrip.com to report that service quality, location, cleanliness, food, and the value for money spent were critical to customers’ satisfaction. Kim et al. [48], in ...
The Confederation of European Forest Owners, the European umbrella organization of major national private forest owner associations, advocates the practice of joining cooperatives or associated organizations for forest owners as a good and efficient tool to mobilize the management of unmanaged private ...
Au et al. [47], in their study of hotels in mainland China’s major cities, used data from TripAdvisor’s website and CTrip.com to report that service quality, location, cleanliness, food, and the value for money spent were critical to customers’ satisfaction. Kim et al. [48], in ...
Prunus; rootstock; salt stress; gas exchange; WUE; root respiration; agglomerative hierarchical clustering; germplasm characterization Graphical Abstract1. Introduction Among the abiotic factors that affect the productivity of fruit orchards, the excess of salts at the rhizosphere is recognized as one of...