Xiuqin Xu
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View article: Attention-Mechanism-Based Neural Latent-Factorization-of-Tensors Model
Attention-Mechanism-Based Neural Latent-Factorization-of-Tensors Model Open
High-Dimensional and Incomplete (HDI) tensors contain a wealth of knowledge and patterns, which are typically utilized to characterize complex relationships between entities in a variety of industrial applications. Currently, the neural ne…
View article: Retraction Note: Online education satisfaction assessment based on cloud model and fuzzy TOPSIS
Retraction Note: Online education satisfaction assessment based on cloud model and fuzzy TOPSIS Open
View article: RETRACTED ARTICLE: Online education satisfaction assessment based on cloud model and fuzzy TOPSIS
RETRACTED ARTICLE: Online education satisfaction assessment based on cloud model and fuzzy TOPSIS Open
View article: Deep Switching State Space Model (DS$^3$M) for Nonlinear Time Series Forecasting with Regime Switching
Deep Switching State Space Model (DS$^3$M) for Nonlinear Time Series Forecasting with Regime Switching Open
Modern time series data often display complex nonlinear dependencies along with irregular regime-switching behaviors. These features present technical challenges in modeling, inference, and in offering insightful understanding into the und…
View article: Deep Stochastic Volatility Model
Deep Stochastic Volatility Model Open
Volatility for financial assets returns can be used to gauge the risk for financial market. We propose a deep stochastic volatility model (DSVM) based on the framework of deep latent variable models. It uses flexible deep learning models t…
View article: Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG Open
Atrial Fibrillation (AF) is a common cardiac arrhythmia affecting a large number of people around the world. If left undetected, it will develop into chronic disability or even early mortality. However, patients who have this problem can b…
View article: Probabilistic Forecasting for Daily Electricity Loads and Quantiles for Curve-to-Curve Regression
Probabilistic Forecasting for Daily Electricity Loads and Quantiles for Curve-to-Curve Regression Open
Probabilistic forecasting of electricity load curves is of fundamental importance for effective scheduling and decision making in the increasingly volatile and competitive energy markets. We propose a novel approach to construct probabilis…
View article: Safety of ivabradine, a heart rate lowering drug: a systematic review and meta-analysis
Safety of ivabradine, a heart rate lowering drug: a systematic review and meta-analysis Open