ABSTRACT: Choosing a suitable method to represent the knowledge concerning the real world is one of the major issues involved in Artificial Intelligence. The purpose of this research is to consider the important beneficial ...

In all the scientific fields, scientist usually deal with big data. Statistical Data Analysis is therefore used to manage data. Depending on the nature of the experiment, its output can be analyzed using univariate, bivariate ...

There are many forecasting techniques available, and selecting the appropriate technique is very important issue to achieve a good forecasting performance. This thesis intends to present the smoothing techniques for time ...

ABSTRACT: This thesis consists of five chapters. The first Chapter gives general information about the thesis. In the second Chapter, some preliminaries and auxilary results that are used throughout the thesis are given. ...

The current thesis investigates four different nonlinear systems of fractional differential equations and deals with the existence, uniqueness, and stability of their solutions. The first studied problem is a coupled system ...

ABSTRACT: In this thesis, we deal with systems of ordinary differential equations and discuss the stability properties of their solutions. We classify equilibrium points of linear systems with respect to their type and ...

Andrey Andreyevich Markov is the founder of the Markov Chain. The Markov Chain is a stochastic process involving modeling over time and space. In sciences or randomize sciences in particular, it is usually important to ...

This thesis is aimed to study a new class of Bernoulli, Euler and Genocchi polynomials in the means of quantum forms. To achieve this aim, we introduce a new class of q-exponential function and using properties of this ...

In our current society, technology is advancing at a very high pace, and these new inventions also generates large amount of data. Data is now increasing at an exponential rate, and this alarming growth rate has led to ...

The concept of the grid is broadly used in digital geometry and other fields of computer science; it consists of discrete points with integer coordinates. Coordinate systems are essential for making grids easy to use. ...