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Yatao Zhang
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Journal Articles
- 2023
- [j24]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: 105060 (2023) - [j23]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: 107565 (2023) - [j22]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): 1909-1935 (2023) - [j21]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): 2392-2415 (2023) - 2022
- [j20]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: 102661 (2022) - [j19]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: 105108 (2022) - [j18]Yatao Zhang
, Martin Raubal
:
Street-level traffic flow and context sensing analysis through semantic integration of multisource geospatial data. Trans. GIS 26(8): 3330-3348 (2022) - 2021
- [j17]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: 104814 (2021) - [j16]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): 38-42 (2021) - [j15]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): 3133-3142 (2021) - [j14]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): 4175-4184 (2021) - 2020
- [j13]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): 102283 (2020) - [j12]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): 508-521 (2020) - [j11]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): 2039-2047 (2020) - 2019
- [j10]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) - 2018
- [j9]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: 67653-67664 (2018) - [j8]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: 30-36 (2018) - [j7]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: 163-174 (2018) - 2017
- [j6]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): 1220-1244 (2017) - [j5]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): 2452-2479 (2017) - 2016
- [j4]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: 7-15 (2016) - 2015
- [j3]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): 6270-6288 (2015) - [j2]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: 563915:1-563915:9 (2015) - 2014
- [j1]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): 564-573 (2014)
Conference and Workshop Papers
- 2021
- [c10]Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li:
Improved Heatmap-Based Landmark Detection. DGM4MICCAI/DALI@MICCAI 2021: 125-133 - 2019
- [c9]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: 1-6 - [c8]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: 5-8 - 2017
- [c7]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: 1-6 - [c6]Yatao Zhang, Yueqing Yu, Zhuo Zhang, Xuping Zhang
:
Structure and Design of Microgrippers: A Survey. CRC 2017: 139-143 - [c5]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: 23-33 - [c4]Yatao Zhang
, Shoushui Wei:
Normal and abnormal phonocardiogram classification based waveform and frequency features using LS-SVM. ICNC-FSKD 2017: 2033-2037 - 2016
- [c3]Yatao Zhang, Jialiang Cao, Xiaofeng Gao, Guihai Chen
:
FR-Index: A Multi-dimensional Indexing Framework for Switch-Centric Data Centers. DEXA (2) 2016: 326-334 - [c2]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: 966-971 - 2015
- [c1]Libo Gao, Yatao Zhang, Xiaofeng Gao, Guihai Chen
:
Indexing Multi-dimensional Data in Modular Data Centers. DEXA (2) 2015: 304-319
Informal and Other Publications
- 2024
- [i7]Rushan Wang, Yanan Xin, Yatao Zhang, Fernando Pérez-Cruz, Martin Raubal:
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting. CoRR abs/2405.00456 (2024) - [i6]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 abs/2405.09539 (2024) - [i5]Yatao Zhang, Yi Wang, Song Gao, Martin Raubal:
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network. CoRR abs/2407.17703 (2024) - 2022
- [i4]Ye Hong, Yatao Zhang, Konrad Schindler, Martin Raubal:
Context-aware multi-head self-attentional neural network model for next location prediction. CoRR abs/2212.01953 (2022) - 2021
- [i3]Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li:
Improved Heatmap-based Landmark Detection. CoRR abs/2110.05676 (2021) - 2017
- [i2]Yao Yao, Jialv He, Jinbao Zhang, Yatao Zhang:
Extracting urban impervious surface from GF-1 imagery using one-class classifiers. CoRR abs/1705.04824 (2017) - [i1]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 abs/1705.05651 (2017)
Coauthor Index
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