1 Chris Laing, Southampton Institute, Technology Faculty, Southampton, SO14 0YN, UK, [email protected] 2 Alan Robinson, Southampton Institute, Technology Faculty, Southampton, SO14 0YN, UK, [email protected] Abstract  Previously it has been proposed that explanations of non-traditional withdrawal might be defined by the underlying characteristics of the teaching and learn...

Introduction: In addition to localizing task-related cortical and subcortical activity, FMRI data can be used to model various forms of interactions among active regions of interest (ROIs) in the brain. Granger causality (GC) is a connectivity modeling approach with the following premises: (a) a region causally connected to another would leave in the latter a time-lagged version of its own sign...

With the development of information technology, E-business becomes the core competition of small and medium enterprises in recent years. In this paper, we make an empirical test to analyze how the application of E-business will effect on the business performance. The result shows that the E-business application index increased 1 percentage can drive sales volume increased by 0.22 percentages, s...

Motivated by the growing importance of social media, this paper examines the relationship between new media, old media, and sales, in the context of the music industry. In particular, we study the interplay between blog buzz, radio play and music sales, at both the album and song levels of analysis. We employ the Panel Vector Auto-regression (PVAR) methodology, an extension of vector auto-regre...

This study examined the effect of dependency ratio and unemployment rate on human development index in Aceh Province. used secondary data with type time series during 2002-2020 obtained from Central Bureau Statistics. The analysis method was Vector Auto Regression (VAR). results showed that HDI did not have a negative significant themselves, ABK had no HDI, TPT HDI.

support vector regression (svr) solves regression problems based on the concept of support vector machine (svm). in this paper, a new model of svr with probabilistic constraints is proposed that any of output data and bias are considered the random variables with uniform probability functions. using the new proposed method, the optimal hyperplane regression can be obtained by solving a quadrati...