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Combine Genetic Algorithm and Particle Swarm Optimization Approach for Neural Network Classification
(الجامعة الإسلامية - غزة, 2016)
Artificial Neural Network (ANN) has played a significant role in many areas because of its ability to solve many complex problems that mathematical methods failed to solve. However, it has some shortcomings that lead it ...
concepts seeds gathering and dataset updating algorithm for handling concept drift
(الجامعة الإسلامية - غزة, 2015)
Optimum Feature Selection for Recognizing Objects from Satellite Imagery Using Genetic Algorithm
(الجامعة الإسلامية - غزة, 2015)
Object recognition is a research area that aims to associate objects to categories or classes. Usually recognition of object specific geospatial features, as building, tree, mountains, roads, and rivers from high-resolution ...
Swarm Robotics with Circular Formation Motion Including Obstacles Avoidance
(الجامعة الإسلامية - غزة, 2015)
The robots science has been developed over the past few years, where robots have become used to accomplish difficult, repetitive or that need accuracy tasks, which is hard for humans to carry out and complete accurately ...
Automatic Arabic Text Summarization System (AATSS) Based on Semantic Feature Extraction
(the islamic university, 2011)
Recently, one of the problems arisen due to the amount of information and it’s availability on the web, is the increased need for effective and powerful tool to automatically summarize text. For English and European languages ...
Learning Concept Drift Using Adaptive Training Set Formation Strategy
(the islamic university, 2011)
We live in a dynamic world, where changes are a part of everyday ‘s life. When there is a shift in data, the classification or prediction models need to be adaptive to the changes. In data mining the phenomenon of change ...