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Article
An attribute-weighted isometric embedding method for categorical encoding on mixed data
Mixed data containing categorical and numerical attributes are widely available in real-world. Before analysing such data, it is typically necessary to process (transform/embed/represent) them into high-qualit...
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Article
Open AccessFunctional status analysis of RNH1 in bladder cancer for predicting immunotherapy response
Bladder cancer (BLCA) typically has a poor prognosis due to high rates of relapse and metastasis. Although the emergence of immunotherapy brings hope for patients with BLCA, not all patients will benefit from ...
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Article
A relative position attention network for aspect-based sentiment analysis
Aspect-based sentiment analysis can predict the sentiment polarity of specific aspect terms in the text. Compared to general sentiment analysis, it extracts more useful information and analyzes the sentiment m...
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Article
Multi-view heterogeneous fusion and embedding for categorical attributes on mixed data
Categorical attributes are ubiquitous in real-world collected data. However, such attributes lack a well-defined distance metric and cannot be directly manipulated per algebraic operations, so many data mining...
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Article
A water quality prediction method based on the multi-time scale bidirectional long short-term memory network
As an important factor affecting the mangrove wetland ecosystem, water quality has become the focus of attention in recent years. Therefore, many studies have focused on the prediction of water quality to help...
