Pregled bibliografske jedinice broj: 51029
Reconstructing State Space from Scalar Time Series with Different Time Delays
Reconstructing State Space from Scalar Time Series with Different Time Delays // proc. 2nd ICSC Symposium on Neural Computation NC 2000 / Bothe, Hans-Heinrich ; Rojas, Raul (ur.).
Berlin: ICSC International Computer Science Conventions Academic Press, 2000. str. 417-423 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 51029 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Reconstructing State Space from Scalar Time Series with Different Time Delays
Autori
Poljak, Joško ; Budin, Leo
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proc. 2nd ICSC Symposium on Neural Computation NC 2000
/ Bothe, Hans-Heinrich ; Rojas, Raul - Berlin : ICSC International Computer Science Conventions Academic Press, 2000, 417-423
Skup
2nd ICSC Symposium on Neural Computation NC 2000
Mjesto i datum
Berlin, Njemačka, 23.05.2000. - 26.05.2000
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
state space; chaotic time series
Sažetak
Paper presents a technique for a state space reconstruction from chaotic scalar time series. It is based on delay coordinate method, which is extended using different delays when doing state space reconstruction. Compared to the case when equal delays are used, this technique may be used to achieve lower minimum embedding dimension when dealing with poorly sampled time series, but also with some fairly sampled. Alse, it may be applied to select reasonable and reduced set of input variables to neural network when dealing with time series prediction problem.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
