Yatao Zhang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Atrial Fibrillation

Geospatial Data

Top Venues

Int. J. Geogr. Inf. Sci.

Biomed. Signal Process. Control.

Publications

Yatao Zhang, Yi Wang, Song Gao, Martin Raubal
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network. CoRR (2024)
Rushan Wang, Yanan Xin, Yatao Zhang, Fernando Pérez-Cruz, Martin Raubal
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting. CoRR (2024)
Chengyu Wu, Chengkai Wang, Yaqi Wang, Huiyu Zhou, Yatao Zhang, Qifeng Wang, Shuai Wang
MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer. CoRR (2024)
Yao Yao, Qia Zhu, Zijin Guo, Weiming Huang, Yatao Zhang, Xiaoqin Yan, Anning Dong, Zhangwei Jiang, Hong Liu, Qingfeng Guan
Unsupervised land-use change detection using multi-temporal POI embedding. Int. J. Geogr. Inf. Sci. 37 (11) (2023)
Yongjian Li, Liting Zhang, Lin Zhu, Lei Liu, Baokun Han, Yatao Zhang, Shoushui Wei
Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network. Comput. Methods Programs Biomed. 238 (2023)
Yatao Zhang, Tianhong Zhao, Song Gao, Martin Raubal
Incorporating multimodal context information into traffic speed forecasting through graph deep learning. Int. J. Geogr. Inf. Sci. 37 (9) (2023)
Shipeng Jiang, Dong Li, Yatao Zhang
A deep neural network based on multi-model and multi-scale for arrhythmia classification. Biomed. Signal Process. Control. 85 (2023)
Ye Hong, Yatao Zhang, Konrad Schindler, Martin Raubal
Context-aware multi-head self-attentional neural network model for next location prediction. CoRR (2022)
Yatao Zhang, Martin Raubal
Street-level traffic flow and context sensing analysis through semantic integration of multisource geospatial data. Trans. GIS 26 (8) (2022)
Dongsheng Chen, Wei Tu, Rui Cao, Yatao Zhang, Biao He, Chisheng Wang, Tiezhu Shi, Qingquan Li
A hierarchical approach for fine-grained urban villages recognition fusing remote and social sensing data. Int. J. Appl. Earth Obs. Geoinformation 106 (2022)
Xiangyu Li, Feng Zhang, Zhenjuan Sun, Dong Li, Xiaoming Kong, Yatao Zhang
Automatic heartbeat classification using S-shaped reconstruction and a squeeze-and-excitation residual network. Comput. Biol. Medicine 140 (2022)
Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li
Improved Heatmap-based Landmark Detection. CoRR (2021)
Wei Tu, Ke Mai, Yatao Zhang, Yang Xu, Jincai Huang, Min Deng, Long Chen, Qingquan Li
Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories. IEEE Trans. Ind. Informatics 17 (5) (2021)
Na Mei, Hongxia Wang, Yatao Zhang, Feifei Liu, Xinge Jiang, Shoushui Wei
Classification of heart sounds based on quality assessment and wavelet scattering transform. Comput. Biol. Medicine 137 (2021)
Wei Tu, Yatao Zhang, Qingquan Li, Ke Mai, Jinzhou Cao
Scale Effect on Fusing Remote Sensing and Human Sensing to Portray Urban Functions. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Yatao Zhang, Junyan Li, Shoushui Wei, Fengyu Zhou, Dong Li
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li
Improved Heatmap-Based Landmark Detection. DGM4MICCAI/DALI@MICCAI (2021)
Jian Yin, PengXiang Xiao, Junyan Li, Yungang Liu, Chenggang Yan, Yatao Zhang
Parameters Analysis of Sample Entropy, Permutation Entropy and Permutation Ratio Entropy for RR Interval Time Series. Inf. Process. Manag. 57 (5) (2020)
Yatao Zhang, Zhenguo Ma, Wentao Dong
Nonlinear Quality Indices Based on a Novel Lempel-Ziv Complexity for Assessing Quality of Multi-Lead ECGs Collected in Real Time. J. Inf. Process. Syst. 16 (2) (2020)
Yongchao Chen, Shoushui Wei, Yatao Zhang
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network. Medical Biol. Eng. Comput. 58 (9) (2020)
Yatao Zhang, Qingquan Li, Wei Tu, Ke Mai, Yao Yao, Yiyong Chen
Functional urban land use recognition integrating multi-source geospatial data and cross-correlations. Comput. Environ. Urban Syst. 78 (2019)
Zhenguo Ma, Bingrui Chen, Yuan Xu, Yangxiao Li, Yatao Zhang
Comparing Performance of Iterative and Non-Iterative Classifiers for 2-Lead ECGs on Multi-Feature Schemes. CISP-BMEI (2019)
Ke Mai, Wei Tu, Qingquan Li, Tianzhong Zhao, Yatao Zhang, Haoyu Ye
STIETR: Spatial-temporal Intelligent E-Taxi Recommendation System Using GPS Trajectories. GeoAI@SIGSPATIAL (2019)
Yao Yao, Ye Hong, Daiqiang Wu, Yatao Zhang, Qingfeng Guan
Estimating the effects of "community opening" policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. Comput. Environ. Urban Syst. 70 (2018)
Yan Wang, Shoushui Wei, Shuai Zhang, Yatao Zhang, Lina Zhao, Chengyu Liu, Alan Murray
Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. Biomed. Signal Process. Control. 42 (2018)
Yatao Zhang, Chengyu Liu, Shoushui Wei, Yungang Liu, Hai Liu
Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. IEEE Access 6 (2018)
Yatao Zhang, Hai Liu, Shoushui Wei, Zhenshan Liu
To improve performance of entropy methods for analyzing physiological signals using a novel symbolic approach. CISP-BMEI (2017)
Yatao Zhang, Yueqing Yu, Zhuo Zhang, Xuping Zhang
Structure and Design of Microgrippers: A Survey. CRC (2017)
Yao Yao, Xiaoping Liu, Xia Li, Penghua Liu, Ye Hong, Yatao Zhang, Ke Mai
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata. Int. J. Geogr. Inf. Sci. 31 (12) (2017)
Yatao Zhang, Shoushui Wei
Normal and abnormal phonocardiogram classification based waveform and frequency features using LS-SVM. ICNC-FSKD (2017)
Yao Yao, Jialv He, Jinbao Zhang, Yatao Zhang
Extracting urban impervious surface from GF-1 imagery using one-class classifiers. CoRR (2017)
Qiang Wang, Pengfei Xu, Yatao Zhang, Xiaowen Chu
EPPMiner: An Extended Benchmark Suite for Energy, Power and Performance Characterization of Heterogeneous Architecture. e-Energy (2017)
Yao Yao, Xiaoping Liu, Dachuan Zhang, Zhaotang Liang, Yatao Zhang
Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. CoRR (2017)
Yao Yao, Xiaoping Liu, Xia Li, Jinbao Zhang, Zhaotang Liang, Ke Mai, Yatao Zhang
Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. Int. J. Geogr. Inf. Sci. 31 (6) (2017)
Yatao Zhang, Jialiang Cao, Xiaofeng Gao, Guihai Chen
FR-Index: A Multi-dimensional Indexing Framework for Switch-Centric Data Centers. DEXA (2) (2016)
Yatao Zhang, Shoushui Wei, Li Zhang, Chengyu Liu
A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. ICNC-FSKD (2016)
Yatao Zhang, Shoushui Wei, Hai Liu, Lina Zhao, Chengyu Liu
A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. Comput. Methods Programs Biomed. 133 (2016)
Libo Gao, Yatao Zhang, Xiaofeng Gao, Guihai Chen
Indexing Multi-dimensional Data in Modular Data Centers. DEXA (2) (2015)
Yatao Zhang, Shoushui Wei, Yutao Long, Chengyu Liu
Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. J. Electr. Comput. Eng. 2015 (2015)
Lina Zhao, Shoushui Wei, Chengqiu Zhang, Yatao Zhang, Xinge Jiang, Feng Liu, Chengyu Liu
Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. Entropy 17 (9) (2015)
Yatao Zhang, Chengyu Liu, Shoushui Wei, Chang-zhi Wei, Feifei Liu
ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. J. Zhejiang Univ. Sci. C 15 (7) (2014)