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: This report presents the findings of a needs assessment survey that was carried out with research managers in four Palestinian Higher Education Institutions (PS HEIs) between December 2016 and February 2017. The four participating institutions include:_x000D__x000D_ _x000D__x000D_ The Islamic University of Gaza (IUG)_x000D__x000D_ Al-Quds Open University (QOU)_x000D__x000D_ Birzeit University (BZU)_x000D__x000D_ Palestine Technical University-Kadoori […]

ملخص الدراسة: The torrential information in the medical records is considered_x000D__x000D_ a great problem because it difficult to distinguish the needed_x000D__x000D_ and necessary information from the huge quantity of data. As_x000D__x000D_ a result, the importance of summarize medical reports is_x000D__x000D_ growing day after day. Medical information extraction is one_x000D__x000D_ of the important topics that aim […]

ملخص الدراسة: This report presents the findings of a needs assessment survey that was carried out with researchers and academic staff in four Palestinian Higher Education Institutions (PS HEIs) between December 2016 and February 2017. _x000D__x000D_ The four participating institutions include: _x000D__x000D_ ●The Islamic University of Gaza (IUG)_x000D__x000D_ ●Al-Quds Open University (QOU)_x000D__x000D_ ●Birzeit University (BZU)_x000D__x000D_ […]

ملخص الدراسة: Opinion mining applications work with a large number of opinion holders. This means a summary of opinions is important so we can easily interpret holders’ opinions. The aim of this paper is to provide a feature-based summarization for Arabic reviews. In our work, a system is proposed using Natural Language Processing (NLP) techniques, […]

ملخص الدراسة: Data mining has become a fundamental methodology for computing applications in the domain area of medicine. Data mining is defined as the procedure that finds the valuable data from raw information sets by investigating and compressing them by considering alternate points of view._x000D__x000D_ Medical data mining is a set of methods that extract […]

ملخص الدراسة: Image compression techniques have been widely used to store and transmit data which requires storage space and high transfer speed. The explosive growth of high-quality photos leads to the requirement of efficient technique to store and exchange data over the internet. In this paper, we present a comparative study to compare between the […]