HYBRID MODULAR NEURAL NETWORKS
In this paper considered hybrid neural networks for time series forecasting and methods based on fuzzy models, such as ANFIS models and we also suggest a hybrid neural network model based on modular neural networks.
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| Format: | Article |
| Language: | Russian |
| Published: |
Plekhanov Russian University of Economics
2016-08-01
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| Series: | Статистика и экономика |
| Subjects: | |
| Online Access: | https://statecon.rea.ru/jour/article/view/1016 |
| _version_ | 1797700956014510080 |
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| author | Alexey N. Averkin |
| author_facet | Alexey N. Averkin |
| author_sort | Alexey N. Averkin |
| collection | DOAJ |
| description | In this paper considered hybrid neural networks for time series forecasting and methods based on fuzzy models, such as ANFIS models and we also suggest a hybrid neural network model based on modular neural networks. |
| first_indexed | 2024-03-12T04:29:22Z |
| format | Article |
| id | doaj.art-fb16c519ef9e4255b2b46cbc05a01095 |
| institution | Directory Open Access Journal |
| issn | 2500-3925 |
| language | Russian |
| last_indexed | 2024-03-12T04:29:22Z |
| publishDate | 2016-08-01 |
| publisher | Plekhanov Russian University of Economics |
| record_format | Article |
| series | Статистика и экономика |
| spelling | doaj.art-fb16c519ef9e4255b2b46cbc05a010952023-09-03T10:15:13ZrusPlekhanov Russian University of EconomicsСтатистика и экономика2500-39252016-08-010481110.21686/2500-3925-2016-4-8-111015HYBRID MODULAR NEURAL NETWORKSAlexey N. Averkin0Вычислительный центр им. А.А. Дородницына ФИЦ «Информатика и управление» РАНIn this paper considered hybrid neural networks for time series forecasting and methods based on fuzzy models, such as ANFIS models and we also suggest a hybrid neural network model based on modular neural networks.https://statecon.rea.ru/jour/article/view/1016прогнозированиевременные рядыanfisмодулярные нейронные сети |
| spellingShingle | Alexey N. Averkin HYBRID MODULAR NEURAL NETWORKS Статистика и экономика прогнозирование временные ряды anfis модулярные нейронные сети |
| title | HYBRID MODULAR NEURAL NETWORKS |
| title_full | HYBRID MODULAR NEURAL NETWORKS |
| title_fullStr | HYBRID MODULAR NEURAL NETWORKS |
| title_full_unstemmed | HYBRID MODULAR NEURAL NETWORKS |
| title_short | HYBRID MODULAR NEURAL NETWORKS |
| title_sort | hybrid modular neural networks |
| topic | прогнозирование временные ряды anfis модулярные нейронные сети |
| url | https://statecon.rea.ru/jour/article/view/1016 |
| work_keys_str_mv | AT alexeynaverkin hybridmodularneuralnetworks |