ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. - Yatao Zhang; Chengyu Liu 001; Shoushui Wei; Chang-zhi Wei; Feifei Liu (J. Zhejiang Univ. Sci. C, 2014)

Indexing Multi-dimensional Data in Modular Data Centers. - Libo Gao; Yatao Zhang; Xiaofeng Gao 001; Guihai Chen (DEXA (2), 2015)

Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. - Lina Zhao; Shoushui Wei; Chengqiu Zhang; Yatao Zhang; Xinge Jiang; Feng Liu 005; Chengyu Liu 001 (Entropy, 2015)

Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. - Yatao Zhang; Shoushui Wei; Yutao Long; Chengyu Liu 001 (J. Electr. Comput. Eng., 2015)

FR-Index: A Multi-dimensional Indexing Framework for Switch-Centric Data Centers. - Yatao Zhang; Jialiang Cao; Xiaofeng Gao 001; Guihai Chen (DEXA (2), 2016)

A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. - Yatao Zhang; Shoushui Wei; Li Zhang 013; Chengyu Liu 001 (ICNC-FSKD, 2016)

A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. - Yatao Zhang; Shoushui Wei; Hai Liu; Lina Zhao; Chengyu Liu 001 (Comput. Methods Programs Biomed., 2016)

To improve performance of entropy methods for analyzing physiological signals using a novel symbolic approach. - Yatao Zhang; Hai Liu; Shoushui Wei; Zhenshan Liu (CISP-BMEI, 2017)

Structure and Design of Microgrippers: A Survey. - Yatao Zhang; Yueqing Yu; Zhuo Zhang 010; Xuping Zhang (CRC, 2017)

EPPMiner: An Extended Benchmark Suite for Energy, Power and Performance Characterization of Heterogeneous Architecture. - Qiang Wang 022; Pengfei Xu 006; Yatao Zhang; Xiaowen Chu 001 (e-Energy, 2017)

Normal and abnormal phonocardiogram classification based waveform and frequency features using LS-SVM. - Yatao Zhang; Shoushui Wei (ICNC-FSKD, 2017)

Extracting urban impervious surface from GF-1 imagery using one-class classifiers. - Yao Yao 004; Jialv He; Jinbao Zhang 001; Yatao Zhang (CoRR, 2017)

Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. - Yao Yao 004; Xiaoping Liu 001; Dachuan Zhang; Zhaotang Liang; Yatao Zhang (CoRR, 2017)

Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata. - Yao Yao 004; Xiaoping Liu 001; Xia Li 001; Penghua Liu; Ye Hong; Yatao Zhang; Ke Mai (Int. J. Geogr. Inf. Sci., 2017)

Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. - Yao Yao 004; Xiaoping Liu 001; Xia Li 001; Jinbao Zhang 001; Zhaotang Liang; Ke Mai; Yatao Zhang (Int. J. Geogr. Inf. Sci., 2017)

Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. - Yatao Zhang; Chengyu Liu 001; Shoushui Wei; Yungang Liu; Hai Liu (IEEE Access, 2018)

Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. - Yan Wang; Shoushui Wei; Shuai Zhang; Yatao Zhang; Lina Zhao; Chengyu Liu 001; Alan Murray (Biomed. Signal Process. Control., 2018)

Estimating the effects of "community opening" policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. - Yao Yao 004; Ye Hong; Daiqiang Wu; Yatao Zhang; Qingfeng Guan 001 (Comput. Environ. Urban Syst., 2018)

Comparing Performance of Iterative and Non-Iterative Classifiers for 2-Lead ECGs on Multi-Feature Schemes. - Zhenguo Ma; Bingrui Chen; Yuan Xu; Yangxiao Li; Yatao Zhang (CISP-BMEI, 2019)

STIETR: Spatial-temporal Intelligent E-Taxi Recommendation System Using GPS Trajectories. - Ke Mai; Wei Tu 001; Qingquan Li; Tianzhong Zhao; Yatao Zhang; Haoyu Ye (GeoAI@SIGSPATIAL, 2019)

Functional urban land use recognition integrating multi-source geospatial data and cross-correlations. - Yatao Zhang; Qingquan Li; Wei Tu 001; Ke Mai; Yao Yao 004; Yiyong Chen (Comput. Environ. Urban Syst., 2019)

Parameters Analysis of Sample Entropy, Permutation Entropy and Permutation Ratio Entropy for RR Interval Time Series. - Jian Yin 003; Pengxiang Xiao; Junyan Li; Yungang Liu; Chenggang Yan 001; Yatao Zhang (Inf. Process. Manag., 2020)

Nonlinear Quality Indices Based on a Novel Lempel-Ziv Complexity for Assessing Quality of Multi-Lead ECGs Collected in Real Time. - Yatao Zhang; Zhenguo Ma; Wentao Dong (J. Inf. Process. Syst., 2020)

Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network. - Yongchao Chen; Shoushui Wei; Yatao Zhang (Medical Biol. Eng. Comput., 2020)

Improved Heatmap-Based Landmark Detection. - Huifeng Yao; Ziyu Guo; Yatao Zhang; Xiaomeng Li 001 (DGM4MICCAI/DALI@MICCAI, 2021)

Classification of heart sounds based on quality assessment and wavelet scattering transform. - Na Mei; Hongxia Wang; Yatao Zhang; Feifei Liu; Xinge Jiang; Shoushui Wei (Comput. Biol. Medicine, 2021)

Scale Effect on Fusing Remote Sensing and Human Sensing to Portray Urban Functions. - Wei Tu 001; Yatao Zhang; Qingquan Li; Ke Mai; Jinzhou Cao (IEEE Geosci. Remote. Sens. Lett., 2021)

Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories. - Wei Tu 001; Ke Mai; Yatao Zhang; Yang Xu 002; Jincai Huang 002; Min Deng; Long Chen 005; Qingquan Li (IEEE Trans. Ind. Informatics, 2021)

Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet. - Yatao Zhang; Junyan Li; Shoushui Wei; Fengyu Zhou; Dong Li (IEEE J. Biomed. Health Informatics, 2021)

A hierarchical approach for fine-grained urban villages recognition fusing remote and social sensing data. - Dongsheng Chen; Wei Tu 001; Rui Cao 001; Yatao Zhang; Biao He; Chisheng Wang; Tiezhu Shi; Qingquan Li (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Automatic heartbeat classification using S-shaped reconstruction and a squeeze-and-excitation residual network. - Xiangyu Li; Feng Zhang; Zhenjuan Sun; Dong Li; Xiaoming Kong; Yatao Zhang (Comput. Biol. Medicine, 2022)

Context-aware multi-head self-attentional neural network model for next location prediction. - Ye Hong; Yatao Zhang; Konrad Schindler; Martin Raubal (CoRR, 2022)

Street-level traffic flow and context sensing analysis through semantic integration of multisource geospatial data. - Yatao Zhang; Martin Raubal (Trans. GIS, 2022)

A deep neural network based on multi-model and multi-scale for arrhythmia classification. - Shipeng Jiang; Dong Li; Yatao Zhang (Biomed. Signal Process. Control., 2023)

Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network. - Yongjian Li; Liting Zhang; Lin Zhu; Lei Liu 056; Baokun Han; Yatao Zhang; Shoushui Wei (Comput. Methods Programs Biomed., 2023)

Incorporating multimodal context information into traffic speed forecasting through graph deep learning. - Yatao Zhang; Tianhong Zhao; Song Gao 001; Martin Raubal (Int. J. Geogr. Inf. Sci., 2023)

Unsupervised land-use change detection using multi-temporal POI embedding. - Yao Yao 004; Qia Zhu; Zijin Guo; Weiming Huang 001; Yatao Zhang; Xiaoqin Yan; Anning Dong; Zhangwei Jiang; Hong Liu; Qingfeng Guan 001 (Int. J. Geogr. Inf. Sci., 2023)

Multi-Modal Intermediate Feature Interaction Autoencoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer. - Chengyu Wu; Yatao Zhang; Yaqi Wang 002; Qifeng Wang; Shuai Wang 003 (ISBI, 2024)

MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer. - Chengyu Wu; Chengkai Wang; Huiyu Zhou 001; Yatao Zhang; Qifeng Wang; Yaqi Wang 002; Shuai Wang 003 (MICCAI (5), 2024)

Counterfactual Explanations for Deep Learning-Based Traffic Forecasting. - Rushan Wang; Yanan Xin 001; Yatao Zhang; Fernando Pérez-Cruz; Martin Raubal (CoRR, 2024)

Predicting the locations of missing persons in China by using NGO data and deep learning techniques. - Anning Dong; Yatao Zhang; Zijin Guo; Peng Luo 001; Yao Yao 004; Jialyu He; Qia Zhu; Ying Jiang; Kailu Xiong; Qingfeng Guan 001 (Int. J. Digit. Earth, 2024)

A lightweight network based on multi-feature pseudo-color mapping for arrhythmia recognition. - Yijun Ma; Junyan Li; Jinbiao Zhang; Jilin Wang; Guozhen Sun; Yatao Zhang (Health Inf. Sci. Syst., 2024)

A sequential MAE-clustering self-supervised learning method for arrhythmia detection. - Yatao Zhang; Xiangyu Li; Liting Zhang; Jilin Wang; Shipeng Jiang; Yijun Ma; Dong Li (Expert Syst. Appl., 2025)

Online dynamic influence maximization based on deep reinforcement learning. - Nuan Song; Wei Sheng; Yanhao Sun; Tianwei Lin; Zeyu Wang; Zhanxue Xu; Fei Yang; Yatao Zhang; Dong Li (Neurocomputing, 2025)

Context-Aware Knowledge Graph Framework for Traffic Speed Forecasting Using Graph Neural Network. - Yatao Zhang; Yi Wang 123; Song Gao 001; Martin Raubal (IEEE Trans. Intell. Transp. Syst., 2025)

A Novel Multi-Modal Population-Graph Based Framework for Patients of Esophageal Squamous Cell Cancer Prognostic Risk Prediction. - Chengyu Wu; Shuai Wang 003; Yaqi Wang 002; Chengkai Wang; Huiyu Zhou 001; Yatao Zhang; Qifeng Wang (IEEE J. Biomed. Health Informatics, 2025)