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_ | 1826559698817515520 |
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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 | 2025-03-14T09:04:32Z |
| publishDate | 2016-08-01 |
| publisher | Plekhanov Russian University of Economics |
| record_format | Article |
| series | Статистика и экономика |
| spelling | doaj.art-fb16c519ef9e4255b2b46cbc05a010952025-03-02T12:41:00ZrusPlekhanov Russian University of EconomicsСтатистика и экономика2500-39252016-08-010481110.21686/2500-3925-2016-4-8-111015HYBRID MODULAR NEURAL NETWORKSAlexey N. Averkin0Plekhanov Russian University of Economics (PRUE); Dorodnicyn Computing Center of FRC «Informatics and control of RAS»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.https://statecon.rea.ru/jour/article/view/1016forecastingtime seriesanfismodular neural networks |
| spellingShingle | Alexey N. Averkin HYBRID MODULAR NEURAL NETWORKS Статистика и экономика forecasting time series anfis modular neural networks |
| 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 | forecasting time series anfis modular neural networks |
| url | https://statecon.rea.ru/jour/article/view/1016 |
| work_keys_str_mv | AT alexeynaverkin hybridmodularneuralnetworks |