Generalized unsupervised clustering of hyperspectral images of geological targets in the near infrared
The application of infrared hyperspectral imagery to geological problems is becoming more
popular as data become more accessible and cost-effective. Clustering and classifying …
popular as data become more accessible and cost-effective. Clustering and classifying …
Toward perception-based evaluation of clustering techniques for visual analytics
Automatic clustering techniques play a central role in Visual Analytics by helping analysts to
discover interesting patterns in high-dimensional data. Evaluating these clustering …
discover interesting patterns in high-dimensional data. Evaluating these clustering …
MMCo-Clus – An Evolutionary Co-clustering Algorithm for Gene Selection
In the era of Big Data, cluster analysis of high-dimensional data sets often suffers from the
Curse of dimensionality. To overcome this problem, the dimensionality reduction through …
Curse of dimensionality. To overcome this problem, the dimensionality reduction through …
Multi-view feature selection for identifying gene markers: a diversified biological data driven approach
Background In recent years, to investigate challenging bioinformatics problems, the
utilization of multiple genomic and proteomic sources has become immensely popular …
utilization of multiple genomic and proteomic sources has become immensely popular …
A consensus multi-view multi-objective gene selection approach for improved sample classification
Background In the field of computational biology, analyzing complex data helps to extract
relevant biological information. Sample classification of gene expression data is one such …
relevant biological information. Sample classification of gene expression data is one such …
Community detection in node attributed networks: A late-fusion approach
C Liu - 2019 - era.library.ualberta.ca
With the burgeoning of online social media and the deluge of information in today's “big
data” era, traditional community mining that relies on the connections of the nodes no longer …
data” era, traditional community mining that relies on the connections of the nodes no longer …