ملخص الدراسة: Diglossia is a very common phenomenon in Arabic-speaking communities, where the spoken language is different from both Classical Arabic (CA) and Modern Standard Arabic (MSA). The spoken language is characterised as a number of dialects used in everyday communication as well as informal writing. In this paper, we highlight the lexical relation between […]

ملخص الدراسة: Wikipedia encyclopedia is an attractive source for comparable corpora in many languages. Most researchers develop their own script to perform document alignment task, which requires efforts and time. In this paper, we present WikiDocsAligner, an off-the-shelf Wikipedia Articles alignment handy tool. The implementation of WikiDocsAligner does not require the researchers to import/export of […]

ملخص الدراسة: Data mining tasks considered a very complex business problem. In this research, we study the enhancement in the speedup of executing data mining tasks on a grid environment. Experiments were performed by running two main data mining algorithms Classification and Clustering algorithms, and one of the data sampling methods for classification task which […]

ملخص الدراسة: Forecasting as a data mining technique offers the opportunity to leverage the numerous sources of time-series data, to support business decision-makers for effective planning and derive value from historical data. The lack and fluctuating rainfall and the Israeli occupation caused a crisis in Palestine and in Gaza in particular. Water resources are decreasing […]

ملخص الدراسة: The platforms of social Networks play a growing role in influencing the public opinion. In addition, social Networks can describe the reaction of communities towards the reigning conflicts in the world. As a matter of fact, analysis of Social Networks has been used widely for a better understanding how communities address prominent and […]

ملخص الدراسة: nowadays, people use microblogs as a main platform to write about events that occur in their environment. Many researches have been conducted for event detection on the English language, but, Arabic context has not received much research. Furthermore, existing approaches rely on platform dependent features such as hashtags, mentions, or retweets, which make […]

ملخص الدراسة: Algorithms used in data mining techniques are of great importance in the field of health care, especially in the case of getting patterns or models that are undiscovered in databases. In the area of health care, leukemia affects the blood status and can be discovered by using the Blood Cell Counter (CBC). This […]

ملخص الدراسة: Breast cancer is one of the most common types of cancer most often affecting women. It is a leading cause of cancer death in less developed countries. Thus, it is important to characterize the severity of the disease as soon as possible. In this paper, we applied deep learning methods to determine the […]

ملخص الدراسة: Forecasting is a data mining technique which benefits from a variety of time series data sources to extract actual value from historical data and helps business decision-makers in effective planning. An increase in demand for groundwater associated with uncontrolled well digging and reduced rainfall, which is the primary source of groundwater recharge, has […]

ملخص الدراسة: Object detection is a well-known challenge in computer vision, and this challenge becomes more complicated especially when the object of interest occupies a small portion of the field of view, possibly moving within complex backgrounds, and in wide illumination varieties._x000D__x000D_ Solving such a difficult problem requires a detection algorithm that can tolerate shape […]