Results 41 to 50 of about 391,322 (253)
IEEE Access, 2020 To solve the problem of data sparsity in recommendation systems, this paper proposes a probabilistic matrix factorization recommendation of self-attention mechanism convolutional neural networks with item auxiliary information.
Chenkun Zhang, Cheng Wang
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A Natural NISQ Model of Quantum Self-Attention Mechanism
, 2023 13 pages, 6 ...
Shi, Shangshang +7 more
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Examining Attention Mechanisms in Deep Learning Models for Sentiment Analysis
Applied Sciences, 2021 Attention-based methods for deep neural networks constitute a technique that has attracted increased interest in recent years. Attention mechanisms can focus on important parts of a sequence and, as a result, enhance the performance of neural networks in
Spyridon Kardakis +3 more
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Epilepsy detection based on multi-head self-attention mechanism. [PDF]
PLoS OneCNN has demonstrated remarkable performance in EEG signal detection, yet it still faces limitations in terms of global perception. Additionally, due to individual differences in EEG signals, the generalization ability of epilepsy detection models is week.
Ru Y, An G, Wei Z, Chen H.
europepmc +3 more sources
The Role of “Adult‐Onset” Cancer Predisposition Genes in Pediatric Cancer: A Comprehensive Review
Pediatric Blood &Cancer, EarlyView.ABSTRACT Current literature estimates that 10% of pediatric cancers are caused by pathogenic or likely pathogenic (P/LP) germline variants in cancer predisposition genes (CPGs). Variants in CPGs thought to increase cancer risk exclusively during adulthood are referred to as “adult‐onset” CPGs (aoCPGs).
Maria Rozo +5 more
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Early Impact of Childhood Opportunity on Neurocognitive Outcomes in Sickle Cell Disease
Pediatric Blood &Cancer, EarlyView.ABSTRACT Introduction Neurocognitive impairment is a well‐recognized complication of sickle cell disease (SCD) that begins early in childhood and persists across development. While cerebrovascular injury contributes substantially to risk, neurocognitive deficits are also observed in children without overt or silent cerebral infarctions, suggesting ...
Julia E. LaMotte +5 more
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Spatio‐Temporal Network With Self‐Attention Mechanism for Improved ENSO Prediction
Earth and Space ScienceEl Niño and the Southern Oscillation (ENSO) is the strongest inter‐annual signal in the global climate system with worldwide climatic, ecological, and societal impacts.
Nan Yu +7 more
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Text classification model based on convolutional neural network and selfattention mechanism
四川大学学报. 自然科学版, 2020 The wordlevel shallow convolutional neural network (CNN) model has achieved good performance in text classification tasks. However, shallow CNN models cant capture longrange dependencies, which affects the model's performance in text classification ...
WANG Jia-Wei +4 more
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Self-Interaction Attention Mechanism-Based Text Representation for Document Classification
Applied Sciences, 2018 Document classification has a broad application in the field of sentiment classification, document ranking and topic labeling, etc. Previous neural network-based work has mainly focused on investigating a so-called forward implication, i.e., the ...
Jianming Zheng +3 more
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Pedestrian attribute recognition based on dual self-attention mechanism
Computer Science and Information Systems, 2023 Recognizing pedestrian attributes has recently obtained increasing attention due to its great potential in person re-identification, recommendation system, and other applications. Existing methods have achieved good results, but these methods do not fully utilize region information and the correlation between attributes.
Zhongkui Fan, Ye-peng Guan
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