Abstract: This paper presents an improved method for reducing high-order dynamical system models via clustering. Agglomerative hierarchical clustering based on performance evaluation (HC-PE) is ...

Genes that follow similar expression trajectories in response to stress or stimulus tend to share biological functions. Thus, it is reasonable and common to cluster genes by expression trajectories.

Introduction: Syndrome of undifferentiated recurrent fever (SURF) refers to a group of recurrent fevers without a clear monogenic cause. Clinical spectrum, treatment response predictors and management ...

An IT professional with a keen interest in delving into the realm of Machine Learning. In this article, we will explore the concept of clustering in machine learning, delving into the different types ...

sourmash is a tool for biological sequence analysis and comparisons. sourmash compare and sourmash plot produce basic distance matrix plots that are useful for comparing and visualizing the ...

Introduction: Multi-view data offer advantages over single-view data for characterizing individuals, which is crucial in precision medicine toward personalized prevention, diagnosis, or treatment ...

1 Environmental Engineering Department, Institute of Science and Technology, São Paulo State University, São José dos Campos, Brazil. 2 Department of Geography, Portland State University, Portland, ...