Search Results for author:
Found 3 papers, 2 papers with code
DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation
To this end, we propose a Dual-view Supergrid-aware Graph Neural Network (DSGNN) for regional air quality estimation, which can model the spatial dependencies of distant grid regions from dual views (i. e., satellite-derived aerosol optical depth (AOD) and meteorology).
TME-BNA: Temporal Motif-Preserving Network Embedding with Bicomponent Neighbor Aggregation
Evolving temporal networks serve as the abstractions of many real-life dynamic systems, e. g., social network and e-commerce.
DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization Machine Model
In this paper, an ensemble diversity enhanced extreme deep factorization machine model (DexDeepFM) is proposed, which designs the ensemble diversity measure in each hidden layer and considers both ensemble diversity and prediction accuracy in the objective function.
