An Adaptive Scale Sea Surface Temperature Predicting Method Based on Deep Learning With Attention Mechanism

Jiang Xie, Jiyuan Zhang, Jie Yu, +1

IEEE Geoscience and Remote Sensing Letters

EngineeringMachine LearningOceanographyRecurrent Neural NetworkEarth Science +16

Measuring Similarity of Web Services Based on WSDL

Fangfang Liu, Yuliang Shi, Jie Yu, +2

Natural Language ProcessingWeb Service SpecificationEngineeringInformation RetrievalData Science +12

Graph optimization neural network with spatio-temporal correlation learning for multi-node offshore wind speed forecasting

Xiulin Geng, Lingyu Xu, Xiaoyu He, +1

Renewable Energy

Speed ForecastingMulti-node OffshoreEngineeringMachine LearningData Science +8

Attentional Connectivity-based Prediction of Autism Using Heterogeneous rs-fMRI Data from CC200 Atlas

Yaya Liu, Lingyu Xu, Jun Li, +2

Experimental Neurobiology

NeuropsychologySocial SciencesAutism Spectrum DisorderNeurodiversityAutism +18

Characterizing autism spectrum disorder by deep learning spontaneous brain activity from functional near-infrared spectroscopy

Lingyu Xu, Yaya Liu, Jie Yu, +4

Journal of Neuroscience Methods

Neurodevelopmental DisordersNeuroimaging BiomarkersCognitive ScienceNeuroimaging ModalitySyndromic Autism +10

Graph correlated attention recurrent neural network for multivariate time series forecasting

Xiulin Geng, Xiaoyu He, Lingyu Xu, +1

Information Sciences

Forecasting MethodologyEngineeringMachine LearningData ScienceForecasting +3

Prediction in Autism by Deep Learning Short-Time Spontaneous Hemodynamic Fluctuations

Lingyu Xu, Xiulin Geng, Xiaoyu He, +2

Frontiers in Neuroscience

Developmental Cognitive NeuroscienceFeature ExtractionSocial SciencesNeurodiversityAutism +15

Identification of autism spectrum disorder based on short-term spontaneous hemodynamic fluctuations using deep learning in a multi-layer neural network

Lingyu Xu, Zhiyong Sun, Jiang Xie, +3

Clinical Neurophysiology

Neuroimaging BiomarkersComputational NeuroscienceNeuroinformaticsAutismNeuroimaging +8

Spatio-temporal predictions of SST time series in China’s offshore waters using a regional convolution long short-term memory (RC-LSTM) network

Lingyu Xu, Li Qin, Jie Yu, +3

International Journal of Remote Sensing

Global Spatiotemporal Graph Attention Network for Sea Surface Temperature Prediction

Ziheng Gao, Zhuolin Li, Jie Yu, +1

IEEE Geoscience and Remote Sensing Letters

Geometric LearningEngineeringMachine LearningGraph Signal ProcessingOceanography +17