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Obesity Heuristic, New Way on Artificial Immune Systems

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Author(s): M. A. El-Dosuky | M. Z. Rashad | T. T. Hamza | A.H. EL-Bassiouny

Journal: Advanced Computing : an International Journal
ISSN 2229-726X

Volume: 3;
Issue: 6;
Start page: 1;
Date: 2012;
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Keywords: Artificial Immune Systems | Obesity Heuristic | Data Cleaning

ABSTRACT
There is a need for new metaphors from immunology to flourish the application areas of ArtificialImmune Systems. A metaheuristic called Obesity Heuristic derived from advances in obesity treatment isproposed. The main forces of the algorithm are the generation omega-6 and omega-3 fatty acids. Thealgorithm works with Just-In-Time philosophy; by starting only when desired. A case study of datacleaning is provided. With experiments conducted on standard tables, results show that Obesity Heuristicoutperforms other algorithms, with 100% recall. This is a great improvement over other algorithms
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