Traffic identification is a hot issue in recent years, in order to overcome shortcomings of port-based and Deep Packet Inspection (DPI), machine learning algorithm has gained wide attention, but nowadays research focus on traffic identification based on full packets dataset, which would be a great challenge to identify online traffic flow. It is a way to overcome this shortcoming by considering...

In this project, by using machine learning techniques to analyze various brain tumor scans, the goal was determine which are most efficient and accurate in determining presence of tumors. Specifically, adequately process a dataset if tumors can be detected with more than 75% accuracy learning. The chosen includes just over 250 axial MRI thus providing sufficient properly analyze. This research ...

Abstract: Containing muti-interpretative text, al-Qur’an as the main text in Islam has been interpreted varoius methods producing too much interpretation result. Not only protected authenticity, should be by correct interpretations. Without proper ones, its function hudan li al-nās will not realized. Unfortunately, Uṣūl al-tafsīr a discipline that protects validity of was popular other diciplin...

<span lang="EN-US">The shortest path problem has many different versions. In this manuscript, we proposed a muti-constrained optimization method to find the in computer network. general, genetic algorithm is one of common heuristic algorithms. paper, employed solution multi-constrained problem. The finds best route for network packets with minimum total cost, delay, and hop count constrai...

Over the last decade, an enormous demand for digital maps in different disciplines and fields was stated. Geographical information is currently available at anytime, from anywhere on the surface of the earth, by any person connected to internet. Some applications of design, implementation, generation and dissemination of maps on the Web are recognized as Webmapping. It uses among other things, ...

An objective image quality assessment method for image fusion based on mutual information and multi-scale structural similarity is presented. A simplified formula was deduced to compute the information amount transformed from the source images to the final fused image. With this formula we managed to resolve the overlapping information problem immediately and predigested the calculation extreme...

Mansehra, one of the most important districts Hazara Division, is generally known for its natural landscape and pleasant weather that attract thousands visitors from across country abroad every year.Its geographic location adds more value to potential as a tourist destination. Located on ancient modern trade routes, Mansehra has been receiving transmitting cultural flow muti directions since ea...