Following myocardial infarction (MI), macrophages coordinate both pro-inflammatory and
reparative responses of the left ventricle (LV) by reacting to and secreting cytokines …

Key points• After myocardial infarction, fibroblasts infiltrate the necrotic myocardium, deposit
collagen, and remodel collagen, forming scar tissue.• Mechanical, structural, and chemical …

In this paper, we propose a multi-kernel classifier learning algorithm to optimize a given
nonlinear and nonsmoonth multivariate classifier performance measure. Moreover, to solve …

The assignment problem (AP) is to optimally solve the task of assigning n jobs to n
individuals, such that minimum cost or maximum profit can be obtained. It is a vitally …

The generation of big data has enabled systems-level dissections into the mechanisms of
cardiovascular pathology. Integration of genetic, proteomic, and pathophysiological …

DNA computing provides a promising method to solve the computationally intractable
problems. The n-queens problem is a well-known NP-hard problem, which arranges n …

In this paper we study the problem of learning from multiple modal data for purpose of
document classification. In this problem, each document is composed two different modals of …

In this paper we investigate the usage of regularized correntropy framework for learning of
classifiers from noisy labels. The class label predictors learned by minimizing transitional …

The oil content of rapeseed is a crucial property in practical applications. In this paper,
instead of traditional analytical approaches, an artificial neural network (ANN) method was …

In this paper, we study the problem of using contextual data points of a data point for its
classification problem. We propose to represent a data point as the sparse linear …