Recently, many researchers have been attracted in link prediction which is an effective technique to be used in graph based models analysis. By using link prediction method we can understand associations between nodes. To the best of our knowledge, most of previous works in this area have not explored the prediction of links in dynamic Multi-dimension Networks and have not explored the predicti...

Background: Two main issues that challenge model building are number of Events Per Variable and multicollinearity among exploratory variables. Our aim is to review statistical methods that tackle these issues with emphasize on penalized Lasso regression model.  The present study aimed to explain problems of traditional regressions due to small sample size and m...

Petri nets have become a mature modelling and analysis tool applicable in many application domains. Since the introduction of the Petri net concept in 1962 (Petri 14]), Petri nets have been investigated and applied by many researchers. Many extensions of the classical Petri net have been proposed. To model attributes, `colour' has been added. Time concepts have been added to describe the tempor...

let r be a commutative noetherian ring. we study the behavior of injectiveand at dimension of r-modules under the functors homr(-,-) and -×r-.

The paper describes a multi-resolution algorithm based on fractal geometry for texture analysis and detection of oil spills in SAR images. The multi-resolution approach reduces the problems of speckle and sea clutter and preserves subtle variations of oil slicks. The use of fractal dimension as a feature for classification improves the oil spill detection, since enhances texture discrimination....

In recent years, Additive Manufacturing (AM) has evolved into a “multi-x” era, such as multi-part design, multi-material, multi-process, multi-mode, multi-scale, multi-dimension, and multi-function. These emerging new features of AM present both tremendous opportunities challenges for developing regulating novel biomedical materials devices. This paper focuses on two aspects, namely multi-mater...

In this paper, Genetic Algorithm(GA)is applied to Course Scheduling, designed to arrange and optimize the Timetable in Adult Education. Designed an automatic curriculum scheduling system based on this multi-dimension coding scheme. Finally, real course data is used to test this multi-dimension coding scheme and the result is satisfying in the way of the time complexity and curriculum scheduling...