This paper studies how to exploit the predicted information to maximize energy efficiency (EE) of a system supporting hybrid services. To obtain an EE upper bound of predictive resource allocation, we jointly optimize resource allocation for video on-demand (VoD) and real-time (RT) services to maximize EE by exploiting perfect future large-scale channel gains. We find that the EE-optimal predic...

OBJECTIVE The Mental Adjustment to Cancer Scale (MAC scale) has evolved to a standard measure in the field of psycho-oncology. In this context an attitude called "fighting spirit" gained much attention as a coping style. Some reports suggest that coping efforts as measured by the MAC scale are predictive for survival of breast cancer patients. We explored the predictive power of the MAC scale b...

With the increasingly widespread collection and processing of "big data," there is natural interest in using these data assets to improve decision making. One of the best understood ways to use data to improve decision making is via predictive analytics. An important, open question is: to what extent do larger data actually lead to better predictive models? In this article we empirically demons...

OF THE DISSERTATION Distributed Model Predictive Control of Nonlinear and Two-Time-Scale Process Networks

BACKGROUND The Edinburgh Postnatal Depression Scale (EPDS) is widely recommended for perinatal anxiety and depression screening. However, many Aboriginal women find EPDS language complex and confusing, and providers find using it with Aboriginal women challenging. The two part Kimberley Mum's Mood Scale (KMMS) was developed to improve screening: Part 1 is a Kimberley version of EPDS; Part 2 is ...

OBJECTIVE To review validation studies of the Edinburgh Postnatal Depression Scale (EPDS). METHOD A systematic search was performed in Medline and the Science Citation Index Expanded (ISI) from the period 1987-2000. For sensitivity and specificity of the EPDS presented in each study, 95% confidence intervals were estimated. Positive and negative predictive values were estimated assuming preva...

We report on radio polarimetry observations for nine southern pulsars. Six of the nine in the sample are young, with characteristic ages under 100 kyr and high spin-down luminosities. All six show a signiÐcant degree of linear polarization. We also conÐrm a previously noticed trend in which the degree of linear polarization increases with spin-down luminosity. Where possible, we have used the r...

background: medical education curriculum improvements can be a chieved by evaluating students' performance. medical students have to pass two undergraduate comprehensive examinations, basic science and preinternship, in iran. purpose: to measure validity of the students' mean score in comprehensive basic science exam (cbse) for predicting their performance in later curriculum phases. methods: t...

medical curriculum can exposed the medical students to a significant levels of mental pressure. therefore, the prevalence and incidence of psychiatric disorders including abnormal value of stress, depression and anxiety are higher in the schools of medicine. there are two major types of sources that can lead to stress and further mental problems in the medical students: 1. stresses related to t...

BACKGROUND The purpose of this study was to examine the internal consistency, test-retest reliability, construct validity and predictive validity of a new German self-report instrument to assess the influence of social support and the physical environment on physical activity in adolescents. METHODS Based on theoretical consideration, the short scales on social support and physical environmen...