FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4328127903> ?p ?o ?g. }

• W4328127903 endingPage "68" @default.
• W4328127903 startingPage "68" @default.
• W4328127903 abstract "By using computer-aided arrhythmia diagnosis tools, electrocardiogram (ECG) signal plays a vital role in lowering the fatality rate associated with cardiovascular diseases (CVDs) and providing information about the patient’s cardiac health to the specialist. Current advancements in deep-learning-based multivariate time series data analysis, such as ECG data classification include LSTM, Bi-LSTM, CNN, with Bi-LSTM, and other sequential networks. However, these networks often struggle to accurately determine the long-range dependencies among data instances, which can result in problems such as vanishing or exploding gradients for longer data sequences. To address these shortcomings of sequential models, a hybrid arrhythmia classification system using recurrence along with a self-attention mechanism is developed. This system utilizes convolutional layers as a part of representation learning, designed to capture the salient features of raw ECG data. Then, the latent embedded layer is fed to a self-attention-assisted transformer encoder model. Because the ECG data are highly influenced by absolute order, position, and proximity of time steps due to interdependent relationships among immediate neighbors, a component of recurrence using Bi-LSTM is added to the encoder model to address this characteristic of the data. The model performance indices such as classification accuracy and F1-score were found to be 99.2%. This indicates that the combination of recurrence along with self-attention-assisted architecture produces improved classification of arrhythmia from raw ECG signal when compared with the state-of-the-art models." @default.
• W4328127903 created "2023-03-22" @default.
• W4328127903 creator A5020909684 @default.
• W4328127903 creator A5079313734 @default.
• W4328127903 creator A5084212081 @default.
• W4328127903 creator A5089476507 @default.
• W4328127903 date "2023-03-21" @default.
• W4328127903 modified "2023-10-11" @default.
• W4328127903 title "A Temporal Transformer-Based Fusion Framework for Morphological Arrhythmia Classification" @default.
• W4328127903 cites W2080883481 @default.
• W4328127903 cites W2162800060 @default.
• W4328127903 cites W2613328025 @default.
• W4328127903 cites W2794550444 @default.
• W4328127903 cites W2902644322 @default.
• W4328127903 cites W2965520043 @default.
• W4328127903 cites W2987985090 @default.
• W4328127903 cites W3007969083 @default.
• W4328127903 cites W3021986761 @default.
• W4328127903 cites W3034885317 @default.
• W4328127903 cites W3121032337 @default.
• W4328127903 cites W3136882821 @default.
• W4328127903 cites W3163021917 @default.
• W4328127903 cites W3163178735 @default.
• W4328127903 cites W3167986199 @default.
• W4328127903 cites W3184833890 @default.
• W4328127903 cites W4207027231 @default.
• W4328127903 cites W4210374427 @default.
• W4328127903 cites W4220848380 @default.
• W4328127903 cites W4285136059 @default.
• W4328127903 cites W4312224684 @default.
• W4328127903 doi "https://doi.org/10.3390/computers12030068" @default.
• W4328127903 hasPublicationYear "2023" @default.
• W4328127903 type Work @default.
• W4328127903 citedByCount "0" @default.
• W4328127903 crossrefType "journal-article" @default.
• W4328127903 hasAuthorship W4328127903A5020909684 @default.
• W4328127903 hasAuthorship W4328127903A5079313734 @default.
• W4328127903 hasAuthorship W4328127903A5084212081 @default.
• W4328127903 hasAuthorship W4328127903A5089476507 @default.
• W4328127903 hasBestOaLocation W43281279031 @default.
• W4328127903 hasConcept C108583219 @default.
• W4328127903 hasConcept C111919701 @default.
• W4328127903 hasConcept C118505674 @default.
• W4328127903 hasConcept C119599485 @default.
• W4328127903 hasConcept C119857082 @default.
• W4328127903 hasConcept C124101348 @default.
• W4328127903 hasConcept C127413603 @default.
• W4328127903 hasConcept C132964779 @default.
• W4328127903 hasConcept C147168706 @default.
• W4328127903 hasConcept C153180895 @default.
• W4328127903 hasConcept C154945302 @default.
• W4328127903 hasConcept C164705383 @default.
• W4328127903 hasConcept C165801399 @default.
• W4328127903 hasConcept C199360897 @default.
• W4328127903 hasConcept C2779161974 @default.
• W4328127903 hasConcept C2988455589 @default.
• W4328127903 hasConcept C41008148 @default.
• W4328127903 hasConcept C50644808 @default.
• W4328127903 hasConcept C59404180 @default.
• W4328127903 hasConcept C66322947 @default.
• W4328127903 hasConcept C71924100 @default.
• W4328127903 hasConcept C81363708 @default.
• W4328127903 hasConceptScore W4328127903C108583219 @default.
• W4328127903 hasConceptScore W4328127903C111919701 @default.
• W4328127903 hasConceptScore W4328127903C118505674 @default.
• W4328127903 hasConceptScore W4328127903C119599485 @default.
• W4328127903 hasConceptScore W4328127903C119857082 @default.
• W4328127903 hasConceptScore W4328127903C124101348 @default.
• W4328127903 hasConceptScore W4328127903C127413603 @default.
• W4328127903 hasConceptScore W4328127903C132964779 @default.
• W4328127903 hasConceptScore W4328127903C147168706 @default.
• W4328127903 hasConceptScore W4328127903C153180895 @default.
• W4328127903 hasConceptScore W4328127903C154945302 @default.
• W4328127903 hasConceptScore W4328127903C164705383 @default.
• W4328127903 hasConceptScore W4328127903C165801399 @default.
• W4328127903 hasConceptScore W4328127903C199360897 @default.
• W4328127903 hasConceptScore W4328127903C2779161974 @default.
• W4328127903 hasConceptScore W4328127903C2988455589 @default.
• W4328127903 hasConceptScore W4328127903C41008148 @default.
• W4328127903 hasConceptScore W4328127903C50644808 @default.
• W4328127903 hasConceptScore W4328127903C59404180 @default.
• W4328127903 hasConceptScore W4328127903C66322947 @default.
• W4328127903 hasConceptScore W4328127903C71924100 @default.
• W4328127903 hasConceptScore W4328127903C81363708 @default.
• W4328127903 hasIssue "3" @default.
• W4328127903 hasLocation W43281279031 @default.
• W4328127903 hasOpenAccess W4328127903 @default.
• W4328127903 hasPrimaryLocation W43281279031 @default.
• W4328127903 hasRelatedWork W2731899572 @default.
• W4328127903 hasRelatedWork W2999805992 @default.
• W4328127903 hasRelatedWork W3116150086 @default.
• W4328127903 hasRelatedWork W3133861977 @default.
• W4328127903 hasRelatedWork W4200173597 @default.
• W4328127903 hasRelatedWork W4246751904 @default.
• W4328127903 hasRelatedWork W4291897433 @default.
• W4328127903 hasRelatedWork W4312417841 @default.
• W4328127903 hasRelatedWork W4321369474 @default.
• W4328127903 hasRelatedWork W4380075502 @default.

• next