A Soft Computing Based Approach Using Modified Selection Strategy for Feature Reduction of Medical Systems
المؤلفون المشاركون
Arikan, Nihat
Zuhtuogullari, Kursat
Allahverdi, Novruz
المصدر
Computational and Mathematical Methods in Medicine
العدد
المجلد 2013، العدد 2013 (31 ديسمبر/كانون الأول 2013)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2013-03-21
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
The systems consisting high input spaces require high processing times and memory usage.
Most of the attribute selection algorithms have the problems of input dimensions limits and information storage problems.
These problems are eliminated by means of developed feature reduction software using new modified selection mechanism with middle region solution candidates adding.
The hybrid system software is constructed for reducing the input attributes of the systems with large number of input variables.
The designed software also supports the roulette wheel selection mechanism.
Linear order crossover is used as the recombination operator.
In the genetic algorithm based soft computing methods, locking to the local solutions is also a problem which is eliminated by using developed software.
Faster and effective results are obtained in the test procedures.
Twelve input variables of the urological system have been reduced to the reducts (reduced input attributes) with seven, six, and five elements.
It can be seen from the obtained results that the developed software with modified selection has the advantages in the fields of memory allocation, execution time, classification accuracy, sensitivity, and specificity values when compared with the other reduction algorithms by using the urological test data.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zuhtuogullari, Kursat& Allahverdi, Novruz& Arikan, Nihat. 2013. A Soft Computing Based Approach Using Modified Selection Strategy for Feature Reduction of Medical Systems. Computational and Mathematical Methods in Medicine،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-483060
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zuhtuogullari, Kursat…[et al.]. A Soft Computing Based Approach Using Modified Selection Strategy for Feature Reduction of Medical Systems. Computational and Mathematical Methods in Medicine No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-483060
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zuhtuogullari, Kursat& Allahverdi, Novruz& Arikan, Nihat. A Soft Computing Based Approach Using Modified Selection Strategy for Feature Reduction of Medical Systems. Computational and Mathematical Methods in Medicine. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-483060
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-483060
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر