Titlebook: Web and Big Data; 8th International Jo Wenjie Zhang,Anthony Tung,Hongjie Guo Conference proceedings 2024 The Editor(s) (if applicable) and

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書目名稱Web and Big Data影響因子(影響力)




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https://doi.org/10.1007/978-981-97-7238-4Machine Learning; Data mining; Graph data, RDF, social networks; Natural language processing; Knowledge

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Temporalformer: A Temporal Decomposition Causal Transformer Network For Wind Power Forecasting Time2Vec instead of the traditional sine and cosine positional encoding to better capture temporal information. Meanwhile, a temporal causal convolutional network (TCN) is added to the multi-head attention mechanism, which helps to enhance the ability of the Transformer network to extract local tem

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Dynamic-Static Fusion for Spatial-Temporal Anomaly Detection and Interpretation in Multivariate Timetegrate them into an effective spatial-temporal conditional constraints through graph convolution operations. During this process, we design a Dual Temporal Graph Attention Module and a Graph Neural Ordinary Differential Equations Module to capture non-stationary temporal features and fully continuo

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