Matches in SemOpenAlex for { <https://semopenalex.org/work/W4254925979> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4254925979 endingPage "70" @default.
- W4254925979 startingPage "69" @default.
- W4254925979 abstract "Recent studies propose that different dynamical systems, such as climate, ecological and financial systems, among others, present critical transition points named to as tipping points (TPs). Climate TPs can severely affect millions of lives on Earth so that an active scientific community is working on finding early warning signals. This paper deals with the development of a time series segmentation algorithm for paleoclimate data in order to find segments sharing common statistical patterns. The proposed algorithm uses a clustering-based approach for evaluating the solutions and six statistical features, most of which have been previously considered in the detection of early warning signals in paleoclimate TPs. Due to the limitations of classical statistical methods, we propose the use of a genetic algorithm to automatically segment the series, together with a method to compare the segmentations. The final segments provided by the algorithm are used to construct a prediction model, whose promising results show the importance of segmentation for improving the understanding of a time series." @default.
- W4254925979 created "2022-05-12" @default.
- W4254925979 creator A5003633944 @default.
- W4254925979 creator A5017319459 @default.
- W4254925979 creator A5037077763 @default.
- W4254925979 creator A5039534258 @default.
- W4254925979 creator A5039681328 @default.
- W4254925979 creator A5058251176 @default.
- W4254925979 date "2019-01-01" @default.
- W4254925979 modified "2023-10-16" @default.
- W4254925979 title "Special issue HAIS 2015: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems" @default.
- W4254925979 doi "https://doi.org/10.1016/j.neucom.2017.09.003" @default.
- W4254925979 hasPublicationYear "2019" @default.
- W4254925979 type Work @default.
- W4254925979 citedByCount "0" @default.
- W4254925979 crossrefType "journal-article" @default.
- W4254925979 hasAuthorship W4254925979A5003633944 @default.
- W4254925979 hasAuthorship W4254925979A5017319459 @default.
- W4254925979 hasAuthorship W4254925979A5037077763 @default.
- W4254925979 hasAuthorship W4254925979A5039534258 @default.
- W4254925979 hasAuthorship W4254925979A5039681328 @default.
- W4254925979 hasAuthorship W4254925979A5058251176 @default.
- W4254925979 hasConcept C119857082 @default.
- W4254925979 hasConcept C124101348 @default.
- W4254925979 hasConcept C143724316 @default.
- W4254925979 hasConcept C151406439 @default.
- W4254925979 hasConcept C151730666 @default.
- W4254925979 hasConcept C154945302 @default.
- W4254925979 hasConcept C199360897 @default.
- W4254925979 hasConcept C2780801425 @default.
- W4254925979 hasConcept C29825287 @default.
- W4254925979 hasConcept C41008148 @default.
- W4254925979 hasConcept C73555534 @default.
- W4254925979 hasConcept C76155785 @default.
- W4254925979 hasConcept C86803240 @default.
- W4254925979 hasConcept C89600930 @default.
- W4254925979 hasConceptScore W4254925979C119857082 @default.
- W4254925979 hasConceptScore W4254925979C124101348 @default.
- W4254925979 hasConceptScore W4254925979C143724316 @default.
- W4254925979 hasConceptScore W4254925979C151406439 @default.
- W4254925979 hasConceptScore W4254925979C151730666 @default.
- W4254925979 hasConceptScore W4254925979C154945302 @default.
- W4254925979 hasConceptScore W4254925979C199360897 @default.
- W4254925979 hasConceptScore W4254925979C2780801425 @default.
- W4254925979 hasConceptScore W4254925979C29825287 @default.
- W4254925979 hasConceptScore W4254925979C41008148 @default.
- W4254925979 hasConceptScore W4254925979C73555534 @default.
- W4254925979 hasConceptScore W4254925979C76155785 @default.
- W4254925979 hasConceptScore W4254925979C86803240 @default.
- W4254925979 hasConceptScore W4254925979C89600930 @default.
- W4254925979 hasLocation W42549259791 @default.
- W4254925979 hasOpenAccess W4254925979 @default.
- W4254925979 hasPrimaryLocation W42549259791 @default.
- W4254925979 hasRelatedWork W1964982224 @default.
- W4254925979 hasRelatedWork W1985555012 @default.
- W4254925979 hasRelatedWork W2080650820 @default.
- W4254925979 hasRelatedWork W2125107632 @default.
- W4254925979 hasRelatedWork W2150451301 @default.
- W4254925979 hasRelatedWork W2150798635 @default.
- W4254925979 hasRelatedWork W2354329565 @default.
- W4254925979 hasRelatedWork W2375174247 @default.
- W4254925979 hasRelatedWork W2949367017 @default.
- W4254925979 hasRelatedWork W4309045103 @default.
- W4254925979 hasVolume "326-327" @default.
- W4254925979 isParatext "false" @default.
- W4254925979 isRetracted "false" @default.
- W4254925979 workType "article" @default.