سیویلیکا را در شبکه های اجتماعی دنبال نمایید.

Neural Network and Data Envelopment Analysis to solve binary Classification Problems

Publish Year: 1395
Type: Conference paper
Language: English
View: 662

This Paper With 22 Page And PDF Format Ready To Download

این Paper در بخشهای موضوعی زیر دسته بندی شده است:

Export:

Link to this Paper:

Document National Code:

ICOEM01_067

Index date: 15 December 2016

Neural Network and Data Envelopment Analysis to solve binary Classification Problems abstract

In this paper using additive model in Data Envelopment Analysis (DEA) technique, a methodfor solving separable linear and nonlinear classification problems presented. This method willresult an accurate classification for solving binary classification problems with linearlyseparable classes. One key feature of this method is that in regards of using additive DEAmodel there is no need for positive data and thus it has less computational complexity. Notedthat, for solving separable nonlinear binary classification, using Gaussian basic functions, anew RBFN artificial neural network will be presented. In corresponding section of supervisor,instead of using a linear function, a procedure as additive model in DEA has been utilizedwhich is more stable with higher speed in successive iterations. Furthermore, two examplesalso used to demonstrate the validity of the presented method.

Neural Network and Data Envelopment Analysis to solve binary Classification Problems Keywords:

Neural Network and Data Envelopment Analysis to solve binary Classification Problems authors

Mohsen Vaez-Ghasemi

Department of Mathematics, Rasht Branch, Islamic Azad University

Zohreh Moghaddas

Department of Mathematics, Qazvin Branch, Islamic Azad University

مراجع و منابع این Paper:

لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
Hall, P., Park, B .J., Samworth, R.J., 9009. Choice of ...
Terrell, D. G., Scott, D.W., 1229.Variable kernel density estimation. Annals ...
نمایش کامل مراجع