Hyperspectral data is not linearly separable, and it has a high characteristic dimension. This paper proposes a new algorithm that combines a deep belief network based on the Boltzmann machine with a self-organizing neural network. The primary features of the hyperspectral image are extracted with a deep belief network. The weights of the network are fine-tuned using the labeled sample. Feature...

BACKGROUND An inverse relationship between religiosity and adolescent health-related behaviour has been repeatedly documented, but evidence regarding gender is scarce. The aim of this study was to assess the association between a wide range of adolescent health-related behaviours and religiosity as well as gender differences in these associations. METHODS Data were collected in 2010 in Slovak...

Recent research on the impact of religiosity on sexuality has highlighted the role of the individual, and suggests that the effects of religious group and sexual attitudes and fantasy may be mediated through individual differences in spirituality. The present study investigated the role of religion in an ethnically diverse young adult sample (N = 1413, 69% women) using religious group as well a...

Introduction IN a previous paper (4) I defined ten product topologies o n l x T . In this paper five of these products are applied to problems on function spaces. All spaces will be Hausdorff spaces. The exponential law for function spaces with the compact-open topology is discussed in § 1. The main result (Theorem 1.6) is that the spaces X and (X) are homeomorphic for all X, Y, Z (in this pape...

OBJECTIVE To study clinical correlates of religiosity in Parkinson's disease (PD). METHODS Measures of life goals, religiosity, mood, and neuropsychologic function were assessed in 22 persons with mid-stage PD and 20 age-matched healthy controls. Levodopa dose equivalents (LDE) were also computed for the patients. RESULTS Relative to other major life goals parkinsonian patients were signifi...

We investigated the role of parents' and children's religiosity in behavioral adjustment among maltreated and nonmaltreated children. Data were collected on 170 maltreated and 159 nonmaltreated children from low-income families (mean age = 10 years). We performed dyadic data analyses to examine unique contributions of parents' and children's religiosity and their interaction to predicting child...

Data from emerging adults (ages 18-29, N = 900) in the National Comorbidity Survey Replication Study was used to examine the influence of childhood and emerging adult religiosity and religious-based decision-making, and childhood adversity, on alcohol use. Childhood religiosity was protective against early alcohol use and progression to later abuse or dependence, but did not significantly offse...

BACKGROUND In Pakistan, the issue of institutionalized elderly is a neglected area and little is known about their subjective conditions. The present study was conducted in 2012 which examined the relationship between religiosity and subjective well being amongst institutionalized elderly people. METHODS Data was collected from 100 adults above the age of 60 years in Lahore,Pakistan, through ...

Racial difference of religiosity in a heterogeneous older population had long been a focal point of gerontological research. However, most religiosity measures were developed from homogenous sample, few underwent rigorous psychometric validation, and studies on racial difference of religiosity had been obstructed. This cross-sectional study adapted a religiosity measure originally designed for ...

Religions are a set of beliefs, attitudes, and practices about transcendence. They formed by complex social cultural rituals customs. Given that religion is also vital to the Indigenous Peoples, this study employed Centrality Religiosity Scale (CRS) measure understand nuances religiosity youth Cordillera, known as Igorots, in Philippines. The Cordilleran youth’s particularly interesting researc...