Thesis

 Students admission to the Iraqi educational institutions suffers continually from being a slow paced process, in which,students have to do lots of paper work, that requires them to be precise and careful not to make any mistakes. Additionally, the process is time and effort consuming for the employees involved in the preparation and organization of the required materials, as well as, being money consuming

 With the explosion of multimedia data (videos, audios, images, and Web pages), people have no time to look at this huge data, and human attention has become a precious resource. So, a way must be found to automatically analyze, classify, summarize, discover and characterize trends in it, and to automatically flag anomalies. Many researchers have felt the need for data mining methods to deal with this amount of data.The Multimedia Mining work includes various kinds of data like video, audio, image, etc.

      Image compression is the application of data compression on digital images. In effect, the objective is to reduce redundancy of image data in order to be able to store or transmit data in an efficient form. There have been many types of compression algorithms developed.

Nowadays the evolution of securities markets using information technology is becoming an important issue because they make exchanges comparable and more integrated. The borders of the market that investors face are blurring. In this way there is an increasing competition among the stock exchanges worldwide and among exchanges and automated trading systems.Based on previous events, five years from now the business of trading shares will look radically different.