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Neural network algorithm for events forecasting in multi-dimensional time series and its application for analysis of data in space physicsдоклад на конференции
- Авторы: Шугай Ю.С., Доленко С.А., Орлов Ю.В., Персианцев И.Г.
- Международная Конференция : 7th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-7-2004)
- Даты проведения конференции: 2004
- Тип доклада: не указан
- Докладчик: не указан
- Место проведения: St.Petersburgh, Russia, Russia
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Аннотация доклада:
Many practical tasks are connected with search of interconnections between the behavior of a complex object and relatively rare events, initiated by this behavior or correlating with it. In such cases it is supposed that emergence of an event is preceded by some phenomenon – a combination of values of the features describing the object, in a known range of time delays. In this study, the authors continue the investigation of a neural network based method of analysis of such objects, that they suggested before. The method aims at revealing morphological and dynamical features causing the event or preceding its emergence.
- Добавил в систему: Доленко Сергей Анатольевич