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57541
Pattern-Based Feature Extraction for Improved Deep Learning in Financial Time Series Classification
Published 2025-01-01Get full text
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A Novel Discrete Time Series Representation With De Bruijn Graphs for Enhanced Forecasting Using TimesNet
Published 2025-01-01“…This method harnesses the capability of dBGs to encapsulate and project future states from historical sequences, thus enhancing predictive analytics in time series. Our approach is multi-faceted, involving: 1) encoding time series data as a dBG; 2) the application of graph representation learning, specifically struct2vec, to distill salient features from dBG constructed from time series and 3) the seamless integration of these extracted features into the state of the art TimesNet model to bolster short-term forecasting accuracy. …”
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57548
The Effect of Using Ramps with Trench Cylindrical Holes on Film Cooling Effectiveness
Published 2015-10-01Get full text
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57550
Capillary Effects on Surface Enhancement in a Non-Homogeneous Fibrous Porous Medium
Published 2018-04-01Get full text
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57551
Nucleon decay as a probe of flavor symmetry: the case of fake unification
Published 2025-03-01Get full text
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57552
Impact of QCD sum rules coupling constants on neutron stars structure
Published 2025-06-01Get full text
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Confessional Component of Urbanonymy in Lexicographic Interpretation
Published 2024-08-01Get full text
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57555
Youth Norm Deviation and Intolerance: Pathways to Polarized Political Attitudes and Behavioral Intentions
Published 2025-07-01Get full text
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Golgi protein 73 and IL-6 as strong predictors of short-term prognosis in patients with HBV-ACLF
Published 2025-07-01Get full text
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The effect and mechanism of Germacrone in ameliorating alcoholic fatty liver by inhibiting Nrf2/Rbp4
Published 2025-05-01Get full text
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