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Multi-stage algorithm based on neural network committee for prediction and search for precursors in multi-dimensional time seriesдоклад на конференции
- Авторы: Доленко С.А., Шугай Ю.С., Персианцев И.Г., Гужва А.Г.
- Международная Конференция : 19th International Conference on Artificial Neural Networks (ICANN-2009)
- Даты проведения конференции: 2009
- Тип доклада: не указан
- Докладчик: не указан
- Место проведения: Lymassol, Cyprus, Cyprus
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Аннотация доклада:
The studied problem is prediction of time series based on preceding values of several time series (a multi-dimensional time series). Besides prediction itself, the task is finding precursors, i.e. determination of a set of the most significant input features in coordinates "initial time series - lag". A four-stage prediction algorithm based on neural network committee has been suggested, implemented and studied. The algorithm has been successfully tested on one model problem and on one real world problem.
- Добавил в систему: Доленко Сергей Анатольевич