1403/01/10
فردین اخلاقیان طاب

فردین اخلاقیان طاب

مرتبه علمی: دانشیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس: 9635715500
دانشکده: دانشکده مهندسی
نشانی:
تلفن:

مشخصات پژوهش

عنوان
Application of Imperialist Competitive Algorithm for feature selection: A Case Study on Bulk Rice Classification
نوع پژوهش
JournalPaper
کلیدواژه‌ها
Imperialist Competitive Algorithm -feature selection Bulk Rice Classification
سال
2012
مجله International Journal of Computer Applications
شناسه DOI
پژوهشگران Seyed Jalaleddin Mousavi Rad ، Fardin Akhlaghian Tab ، Kaveh Mollazade

چکیده

Feature Selection plays an important role in pattern recognition. The better Selection of feature set usually results the better performance in a classification problem. This work tries to select the best feature set for classification of rice varieties based on image of bulk samples using imperialist competition algorithm. Imperialist competition algorithm is a new evolutionary optimization method that is inspired by imperialist competition. Result showed the feature set, selected by imperialist competition algorithm provide the better classification performance compared to that obtained by genetic algorithm.