Bin‐Wu Wang
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View article: QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting
QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting Open
Time series forecasting has become increasingly important to empower diverse applications with streaming data. Zero-shot time-series forecasting (ZSF), particularly valuable in data-scarce scenarios, such as domain transfer or forecasting …
View article: A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data
A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data Open
The objective of this paper is to provide a baseline for performing multi-modal data classification on a novel open multimodal dataset of hepatocellular carcinoma (HCC), which includes both image data (contrast-enhanced CT and MRI images) …
View article: Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective Open
With the progress of urban transportation systems, a significant amount of high-quality traffic data is continuously collected through streaming manners, which has propelled the prosperity of the field of spatial-temporal graph prediction.…
View article: The Long-Term Interfacial Evolution and Prediction of Carbon- and Glass-Fiber-Reinforced Epoxy Hybrid Rods under a Hygrothermal Environment
The Long-Term Interfacial Evolution and Prediction of Carbon- and Glass-Fiber-Reinforced Epoxy Hybrid Rods under a Hygrothermal Environment Open
In order to promote the engineering applications of carbon- and glass-fiber-reinforced epoxy hybrid rods, it is necessary to fully understand its long-term hygrothermal durability. In the present study, the water absorption behaviors of a …
View article: Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective Open
Spatiotemporal learning, which aims at extracting spatiotemporal correlations from the collected spatiotemporal data, is a research hotspot in recent years. And considering the inherent graph structure of spatiotemporal data, recent works …
View article: Al3+ Intercalated Nh4v4o10 Nanosheet on Carbon Cloth for High-Performance Aqueous Zinc-Ion Batteries
Al3+ Intercalated Nh4v4o10 Nanosheet on Carbon Cloth for High-Performance Aqueous Zinc-Ion Batteries Open
View article: Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics Open
Spatiotemporal forecasting is an imperative topic in data science due to its diverse and critical applications in smart cities. Existing works mostly perform consecutive predictions of following steps with observations completely and conti…
View article: Forecast the Microhardness of Ni-TiN Nanoplatings via an Artificial Neural Network Model
Forecast the Microhardness of Ni-TiN Nanoplatings via an Artificial Neural Network Model Open
This study used a backward propagation (BP) model to estimate the microhardness of Ni-TiN nanoplatings prepared using pulse electrodeposition. The influence of electroplating parameters on the microhardness of Ni-TiN nanoplatings was discu…
View article: Research on the influence of live replacement for transformers on the distribution grid and its optimization method
Research on the influence of live replacement for transformers on the distribution grid and its optimization method Open
Live replacement of transformers could realize a more convenient way for overhaul and maintenance for this importance equipment in distribution networks. However, a series of harmful impact of transient process may be introduced into the t…
View article: CCDC 1443512: Experimental Crystal Structure Determination
CCDC 1443512: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: CCDC 1443511: Experimental Crystal Structure Determination
CCDC 1443511: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …