Spatial transcriptomics prediction from histology jointly through Transformer and graph neural networks

Yuansong Zeng, Zhuoyi Wei, Weijiang Yu, +6

Briefings in Bioinformatics

A satellite image data based ultra-short-term solar PV power forecasting method considering cloud information from neighboring plant

Fei Wang, Xiaoxing Lu, Shengwei Mei, +8

Energy

Earth ScienceEngineeringData ScienceEnergy ManagementSmart Grid +13

Dynamic spatio-temporal correlation and hierarchical directed graph structure based ultra-short-term wind farm cluster power forecasting method

Fei Wang, Chen Peng, Zhao Zhen, +4

Applied Energy

EngineeringWind Power GenerationSmart GridDynamic Spatio-temporal CorrelationData Science +6

Predicting antigenic variants of H1N1 influenza virus based on epidemics and pandemics using a stacking model

Rui Yin, Viet Hung Tran, Xinrui Zhou, +2

PLoS ONE

ImmunologyViral DynamicStrain SelectionFlu VaccinationStacking Model +18

Tempel: time-series mutation prediction of influenza A viruses via attention-based recurrent neural networks

Rui Yin, Emil Luusua, J Dabrowski, +2

Bioinformatics

An adaptive decoupling control for three-axis gyro stabilized platform based on neural networks

Jiancheng Fang, Rui Yin, Xusheng Lei

Mechatronics

Nonlinear ControlEngineeringAerospace EngineeringGyroscopeMechatronics +11

Ensemble Prediction of Synergistic Drug Combinations Incorporating Biological, Chemical, Pharmacological, and Network Knowledge

Pingjian Ding, Rui Yin, Jiawei Luo, +1

IEEE Journal of Biomedical and Health Informatics

Drug TargetEngineeringMachine LearningNetwork KnowledgeMedicinal Chemistry +18

Identifying spatial domain by adapting transcriptomics with histology through contrastive learning

Yuansong Zeng, Rui Yin, Mai Luo, +5

Briefings in Bioinformatics

GraphLncLoc: long non-coding RNA subcellular localization prediction using graph convolutional networks based on sequence to graph transformation

Min Li, Baoying Zhao, Rui Yin, +3

Briefings in Bioinformatics

Meta-Heuristic Optimization Based Two-stage Residential Load Pattern Clustering Approach Considering Intracluster Compactness and Inter-cluster Separation

Kangping Li, Xin Cao, Xinxin Ge, +6

IEEE Transactions on Industry Applications

Search OptimizationCluster ComputingMeta-heuristic OptimizationGravitational Search AlgorithmEngineering +12