عنوان فارسی مقاله: |
اپراتورهای جمعی شبکه عصبی برای پیش بینی سریهای زمانی |
عنوان انگلیسی مقاله: |
Neural network ensemble operators for time series forecasting |
چکیده
1. مقدمه
2. پیش بینی با شبکه های عصبی
3. پرسپترون های چند لایه
4. اپراتورهای جمعی
1. 4 مجموعه میانگین
2. 4 مجموعه میانه
3. 4 مجموعه مد
5. ارزیابی تجربی
1. 5 مجموعه داده ها
2. طراحی آزمایشی
6. نتایج
7. بحث
8. نتایج
کلمات کلیدی :
Pattern Recognition and Information Processinghttps://books.google.com/books?isbn=3319542206Viktor V. Krasnoproshin and Sergey V. AblameykoShumway, R.H., Stoffer, D.S.: Time Series Analysis and Its Applications. ... D.K., Crone, S.F.: Neural network ensemble operators for time series forecasting.Artificial Neural Networks and Machine Learning – ICANN 2016: 25th ...https://books.google.com/books?isbn=3319447815Alessandro E.P. Villa, Paolo Masulli, Antonio J. Pons Rivero - 2016 - Computers5 Conclusion In this study, we applied a bootstrap-based ensemble learning ... D., Crone, S.: Neural network ensemble operators for time series forecasting.Manufacturing and Engineering Technology (ICMET 2014): Proceedings ...https://books.google.com/books?isbn=113802645XAi Sheng, Yizhong Wang - 2014 - Technology & EngineeringNeural network ensemble operators for time series forecasting. Expert systems with applications 41(9): 4235–4244. Lwin, T. & Albrecht, D. 2014. Sampling of a ...Database and Expert Systems Applications: 26th International ...https://books.google.com/books?isbn=3319228528Qiming Chen, Abdelkader Hameurlain, Farouk Toumani - 2015 - Computerstests increasing the number of items in the ensemble made the number of advices ... Crone, S.F.: Neural network ensemble operators for time series forecasting.Artificial Neural Networks in Pattern Recognition: 6th IAPR TC 3 ...https://books.google.com/books?isbn=3319116568Neamat El Gayar, Friedhelm Schwenker, Ching Y Suen - 2014 - ComputersNeural Networks 4, 251–257 (1991) Kim, M.-J., Kang, D.-K.: Ensemble with Neural ... S.F.: Neural Network Ensemble Operators for Time Series Forecasting.