Emotional contagion has been defined as a tendency to mimic the emotions and non-verbal expressions of others, thus becoming ‘infected’ with another’s emotional state. In an organisational context, emotional contagion has been examined from both a group and leadership perspective. Previous authors have examined emotional contagion from leaders to followers, but no study to date has examined emo...

Coordinated development between the economy and the environment is currently one of the most important issues in China. By establishing models concerning labor income share and hidden carbon emissions, and taking trade as the link in their relationship, this study puts forward the scale effects, technological effects, and structural effects that relate to labor income share under the function o...

We use autoencoders to create low-dimensional embeddings of underlying patient phenotypes that we hypothesize are a governing factor in determining how different patients will react to different interventions. We compare the performance of autoencoders that take fixed length sequences of concatenated timesteps as input with a recurrent sequence-to-sequence autoencoder. We evaluate our methods o...

amyotrophic lateral sclerosis (als) misdiagnosis has many broad implications for the patient and the neurologist. potentially curative treatments exist for certain als mimic syndromes, but delay in starting these therapies may have an unfavorable effect on outcome. hence, it is important to exclude similar conditions. in this review, we discuss some of the important mimics of als.

In this paper, a Wide Learning architecture is proposed that attempts to automate the feature engineering portion of the machine learning (ML) pipeline. Feature engineering is widely considered as the most time consuming and expert knowledge demanding portion of any ML task. The proposed feature recommendation approach is tested on 3 healthcare datasets: a) PhysioNet Challenge 2016 dataset of p...