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Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study

Alexander Katrompas, Theodoros Ntakouris, Vangelis Metsis

2022Lecture notes in computer science35 citationsDOI

Topics & Concepts

Computer scienceTransformerTime seriesArtificial intelligenceRecurrent neural networkMachine learningData miningArtificial neural networkPattern recognition (psychology)VoltageQuantum mechanicsPhysicsTime Series Analysis and ForecastingMachine Learning in HealthcareAdvanced Text Analysis Techniques
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