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• GFLIB: an Open Source Library for Genetic Folding Solving Optimization Problems

  Mohammad A. Mezher

  11-17

  
  Article ID: 608
  485  (Abstract) 149  (Download)
  

  Abstract:

  This paper aims at presenting GFLIB, a Genetic Folding MATLAB toolbox for supervised learning problems. In essence, the goal of GFLIB is to build a concise model of supervised learning, and a free open source MATLAB toolbox for performing classification and regression. The GFLIB is specifically designed for most of the traditionally used features, to evolve in applications... More

  2019-07-19

• Efficient Parallel Processing of k-Nearest Neighbor Queries by Using a Centroid-based and Hierarchical Clustering Algorithm

  Elaheh Gavagsaz

  26-41

  
  Article ID: 4668
  464  (Abstract) 260  (Download)
  

  Abstract:

  The k-Nearest Neighbor method is one of the most popular techniques for both classification and regression purposes. Because of its operation, the application of this classification may be limited to problems with a certain number of instances, particularly, when run time is a consideration. However, the classification of large amounts of data has become a... More

  2022-05-26

• To Perform Road Signs Recognition for Autonomous Vehicles Using Cascaded Deep Learning Pipeline

  Riadh Ayachi, Yahia ElFahem Said, Mohamed Atri

  1-10

  
  Article ID: 569
  1485  (Abstract) 352  (Download)
  

  Abstract:

  Autonomous vehicle is a vehicle that can guide itself without human conduction. It is capable of sensing its environment and moving with little or no human input. This kind of vehicle has become a concrete reality and may pave the way for future systems where computers take over the art of driving. Advanced artificial... More

  2019-07-19