Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting

Onoufriou, George; Hanheide, Marc; Leontidis, Georgios

Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting

dc.contributor.author	Onoufriou, George
dc.contributor.author	Hanheide, Marc
dc.contributor.author	Leontidis, Georgios
dc.contributor.institution	University of Aberdeen.Vice Principals	en
dc.contributor.institution	University of Aberdeen.Machine Learning	en
dc.contributor.institution	University of Aberdeen.Computing Science	en
dc.date.accessioned	2023-03-25T21:01:01Z
dc.date.available	2023-03-25T21:01:01Z
dc.date.issued	2023-05-01
dc.description	This research was supported by the Biotechnology and Biological Sciences Research Council (BBSRC) studentship, United Kingdom [grant numbers 2155898, BB/S507453/1]	en
dc.description.status	Peer reviewed	en
dc.format.extent	8
dc.format.extent	1006950
dc.identifier	231668729
dc.identifier	e3b68f2a-f45b-4421-bafb-e6253e179937
dc.identifier	85150779803
dc.identifier.citation	Onoufriou, G, Hanheide, M & Leontidis, G 2023, 'Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting', Computers and Electronics in Agriculture, vol. 208, 107784. https://doi.org/10.1016/j.compag.2023.107784	en
dc.identifier.doi	10.1016/j.compag.2023.107784
dc.identifier.issn	0168-1699
dc.identifier.other	ORCID: /0000-0001-6671-5568/work/131842723
dc.identifier.uri	https://hdl.handle.net/2164/20344
dc.identifier.vol	208	en
dc.language.iso	eng
dc.relation.ispartof	Computers and Electronics in Agriculture	en
dc.subject	Academic	en
dc.subject	SDG 2 - Zero Hunger	en
dc.subject	SDG 13 - Climate Action	en
dc.subject	2040 Data and Artificial Intelligence	en
dc.subject	deep learning	en
dc.subject	Strawberry Yield Forecasting	en
dc.subject	Time series	en
dc.subject	transformers	en
dc.subject	QA75 Electronic computers. Computer science	en
dc.subject.lcc	QA75	en
dc.title	Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting	en
dc.type	Journal article	en

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