Publication
Dynamic aperiodic neural network for time series prediction
| dc.contributor.author | Chiu-Che, Tseng | |
| dc.date.accessioned | 2015-11-03T11:38:40Z | |
| dc.date.available | 2015-11-03T11:38:40Z | |
| dc.date.issued | 2007 | |
| dc.description.abstract | There are many things that humans find easy to do that computers are currently unable to do. Tasks such as visual pattern manipulating objects by touch, and navigating in a complex world are easy for humans. Yet, despite decades of research, we have no viable algorithms for performing these and other cognitive functions on a computer. In this study, we used a bio-inspired neural network called a KA set neural network to perform a time series predictive task. The results from our experiments showed that the predictive accuracy with this method was better in most markets than results obtained using a random walk method. | pt_PT |
| dc.identifier.citation | Chiu-Che, Tseng (2007). "Dynamic aperiodic neural network for time series prediction". Portuguese Journal of Management Studies, XII(2):99-114 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.5/10013 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | Instituto Superior de Economia e Gestão | pt_PT |
| dc.subject | Kset neural network | pt_PT |
| dc.subject | Time series | pt_PT |
| dc.subject | Prediction | pt_PT |
| dc.title | Dynamic aperiodic neural network for time series prediction | pt_PT |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Lisboa | pt_PT |
| oaire.citation.endPage | 114 | pt_PT |
| oaire.citation.issue | 2 | pt_PT |
| oaire.citation.startPage | 99 | pt_PT |
| oaire.citation.title | Portuguese Journal of Management Studies | pt_PT |
| oaire.citation.volume | XII | pt_PT |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | article | pt_PT |