کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
554383 1451107 2014 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Crop Pests Prediction Method Using Regression and Machine Learning Technology: Survey
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Crop Pests Prediction Method Using Regression and Machine Learning Technology: Survey
چکیده انگلیسی

This paper describes current trends in the prediction of crop pests using machine learning technology. With the advent of data mining, the field of agriculture is also focused on it. Currently, various studies, domestic and overseas, are under progress using machine learning technology, and cases of its utilization are increasing. This paper classifies and introduces SVM (Support Vector Machine), Multiple Linear Regression, Neural Network, and Bayesian Network based techniques, and describes some cases of their utilization.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IERI Procedia - Volume 6, 2014, Pages 52-56