MCCT-Net: A multi-perspective convolution and cross-connection transformer network for epilepsy detection.

Yatao Zhang

Guozhen Sun Jinbiao Zhang Yijun Ma Jilin Wang Dong Li Yatao Zhang MCCT-Net: A multi-perspective convolution and cross-connection transformer network for epilepsy detection. 132043 2026 663 Neurocomputing https://doi.org/10.1016/j.neucom.2025.132043 db/journals/ijon/ijon663.html#SunZMWLZ26 streams/journals/ijon

Yatao Zhang Xiangyu Li Liting Zhang Jilin Wang Shipeng Jiang Yijun Ma Dong Li A sequential MAE-clustering self-supervised learning method for arrhythmia detection. 126379 2025 269 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126379 db/journals/eswa/eswa269.html#ZhangLZWJML25 streams/journals/eswa

Nuan Song Wei Sheng Yanhao Sun Tianwei Lin Zeyu Wang Zhanxue Xu Fei Yang Yatao Zhang Dong Li Online dynamic influence maximization based on deep reinforcement learning. 129117 2025 618 Neurocomputing https://doi.org/10.1016/j.neucom.2024.129117 db/journals/ijon/ijon618.html#SongSSLWXYZL25 streams/journals/ijon

Chengyu Wu Shuai Wang 0003 Yaqi Wang 0002 Chengkai Wang Huiyu Zhou 0001 Yatao Zhang Qifeng Wang A Novel Multi-Modal Population-Graph Based Framework for Patients of Esophageal Squamous Cell Cancer Prognostic Risk Prediction. 3206-3219 2025 May 29 IEEE J. Biomed. Health Informatics 5 https://doi.org/10.1109/JBHI.2024.3410543 db/journals/titb/titb29.html#WuWWWZZW25 streams/journals/titb

Yatao Zhang Yi Wang 0123 Song Gao 0001 Martin Raubal Context-Aware Knowledge Graph Framework for Traffic Speed Forecasting Using Graph Neural Network. 3885-3902 2025 March 26 IEEE Trans. Intell. Transp. Syst. 3 https://doi.org/10.1109/TITS.2024.3520511 db/journals/tits/tits26.html#ZhangWGR25 streams/journals/tits

Ye Hong Yatao Zhang Konrad Schindler Martin Raubal Deep Generative Model for Human Mobility Behavior. 2025 October abs/2510.06473 CoRR https://doi.org/10.48550/arXiv.2510.06473 db/journals/corr/corr2510.html#abs-2510-06473 streams/journals/corr

Anning Dong Yatao Zhang Zijin Guo Peng Luo 0001 Yao Yao 0004 Jialyu He Qia Zhu Ying Jiang Kailu Xiong Qingfeng Guan 0001 Predicting the locations of missing persons in China by using NGO data and deep learning techniques. 2024 December 17 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2024.2304076 https://www.wikidata.org/entity/Q129731374 db/journals/digearth/digearth17.html#DongZGLYHZJXG24 streams/journals/digearth

Yijun Ma Junyan Li Jinbiao Zhang Jilin Wang Guozhen Sun Yatao Zhang A lightweight network based on multi-feature pseudo-color mapping for arrhythmia recognition. 46 2024 December 12 Health Inf. Sci. Syst. 1 https://doi.org/10.1007/s13755-024-00304-8 db/journals/hisas/hisas12.html#MaLZWSZ24 streams/journals/hisas

Chengyu Wu Yatao Zhang Yaqi Wang 0002 Qifeng Wang Shuai Wang 0003 Multi-Modal Intermediate Feature Interaction Autoencoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635355 conf/isbi/2024 db/conf/isbi/isbi2024.html#WuZWWW24 streams/conf/isbi Chengyu Wu Chengkai Wang Huiyu Zhou 0001 Yatao Zhang Qifeng Wang Yaqi Wang 0002 Shuai Wang 0003 MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer. 469-479 2024 MICCAI (5) https://doi.org/10.1007/978-3-031-72086-4_44 conf/miccai/2024-5 db/conf/miccai/miccai2024-5.html#WuWZZWWW24 streams/conf/miccai

Rushan Wang Yanan Xin 0001 Yatao Zhang Fernando Pérez-Cruz Martin Raubal Counterfactual Explanations for Deep Learning-Based Traffic Forecasting. 2024 abs/2405.00456 CoRR https://doi.org/10.48550/arXiv.2405.00456 db/journals/corr/corr2405.html#abs-2405-00456

Chengyu Wu Chengkai Wang Yaqi Wang 0002 Huiyu Zhou 0001 Yatao Zhang Qifeng Wang Shuai Wang 0003 MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer. 2024 abs/2405.09539 CoRR https://doi.org/10.48550/arXiv.2405.09539 db/journals/corr/corr2405.html#abs-2405-09539

Yatao Zhang Yi Wang 0123 Song Gao 0001 Martin Raubal Context-aware knowledge graph framework for traffic speed forecasting using graph neural network. 2024 abs/2407.17703 CoRR https://doi.org/10.48550/arXiv.2407.17703 db/journals/corr/corr2407.html#abs-2407-17703 streams/journals/corr

Chengyu Wu Yatao Zhang Yaqi Wang 0002 Qifeng Wang Shuai Wang 0003 Multi-modal Intermediate Feature Interaction AutoEncoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer. 2024 abs/2408.13290 CoRR https://doi.org/10.48550/arXiv.2408.13290 db/journals/corr/corr2408.html#abs-2408-13290 streams/journals/corr

Shipeng Jiang Dong Li Yatao Zhang A deep neural network based on multi-model and multi-scale for arrhythmia classification. 105060 2023 August 85 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2023.105060 db/journals/bspc/bspc85.html#JiangLZ23

Yongjian Li Liting Zhang Lin Zhu Lei Liu 0056 Baokun Han Yatao Zhang Shoushui Wei Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network. 107565 2023 August 238 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2023.107565 db/journals/cmpb/cmpb238.html#LiZZLHZW23

Yatao Zhang Tianhong Zhao Song Gao 0001 Martin Raubal Incorporating multimodal context information into traffic speed forecasting through graph deep learning. 1909-1935 2023 September 37 Int. J. Geogr. Inf. Sci. 9 https://doi.org/10.1080/13658816.2023.2234959 db/journals/gis/gis37.html#ZhangZGR23

Yao Yao 0004 Qia Zhu Zijin Guo Weiming Huang 0001 Yatao Zhang Xiaoqin Yan Anning Dong Zhangwei Jiang Hong Liu Qingfeng Guan 0001 Unsupervised land-use change detection using multi-temporal POI embedding. 2392-2415 2023 November 37 Int. J. Geogr. Inf. Sci. 11 https://doi.org/10.1080/13658816.2023.2257262 db/journals/gis/gis37.html#YaoZGHZYDJLG23

Dongsheng Chen Wei Tu 0001 Rui Cao 0001 Yatao Zhang Biao He 0007 Chisheng Wang Tiezhu Shi Qingquan Li 0001 A hierarchical approach for fine-grained urban villages recognition fusing remote and social sensing data. 102661 2022 106 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2021.102661 db/journals/aeog/aeog106.html#ChenTCZHWSL22

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. 105108 2022 140 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.105108 db/journals/cbm/cbm140.html#LiZSLKZ22

Yatao Zhang Martin Raubal Street-level traffic flow and context sensing analysis through semantic integration of multisource geospatial data. 3330-3348 2022 26 Trans. GIS 8 https://doi.org/10.1111/tgis.13005 db/journals/tgis/tgis26.html#ZhangR22

Ye Hong Yatao Zhang Konrad Schindler Martin Raubal Context-aware multi-head self-attentional neural network model for next location prediction. 2022 abs/2212.01953 CoRR https://doi.org/10.48550/arXiv.2212.01953 db/journals/corr/corr2212.html#abs-2212-01953

Na Mei Hongxia Wang Yatao Zhang Feifei Liu Xinge Jiang Shoushui Wei Classification of heart sounds based on quality assessment and wavelet scattering transform. 104814 2021 137 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.104814 db/journals/cbm/cbm137.html#MeiWZLJW21

Wei Tu 0001 Yatao Zhang Qingquan Li 0001 Ke Mai Jinzhou Cao Scale Effect on Fusing Remote Sensing and Human Sensing to Portray Urban Functions. 38-42 2021 18 IEEE Geosci. Remote. Sens. Lett. 1 https://doi.org/10.1109/LGRS.2020.2965247 db/journals/lgrs/lgrs18.html#TuZLMC21

Wei Tu 0001 Ke Mai Yatao Zhang Yang Xu 0002 Jincai Huang 0002 Min Deng Long Chen 0005 Qingquan Li 0001 Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories. 3133-3142 2021 17 IEEE Trans. Ind. Informatics 5 https://doi.org/10.1109/TII.2020.2990206 db/journals/tii/tii17.html#TuMZXHDCL21

Yatao Zhang Junyan Li Shoushui Wei Fengyu Zhou 0002 Dong Li 0052 Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet. 4175-4184 2021 25 IEEE J. Biomed. Health Informatics 11 https://doi.org/10.1109/JBHI.2021.3085318 https://www.wikidata.org/entity/Q114750325 db/journals/titb/titb25.html#ZhangLWZL21

Huifeng Yao Ziyu Guo Yatao Zhang Xiaomeng Li 0001 Improved Heatmap-Based Landmark Detection. 125-133 2021 DGM4MICCAI/DALI@MICCAI https://doi.org/10.1007/978-3-030-88210-5_11 conf/miccai/2021dgm4miccai db/conf/miccai/dgm4miccai2021.html#YaoGZL21

Huifeng Yao Ziyu Guo Yatao Zhang Xiaomeng Li 0001 Improved Heatmap-based Landmark Detection. 2021 abs/2110.05676 CoRR https://arxiv.org/abs/2110.05676 db/journals/corr/corr2110.html#abs-2110-05676

Jian Yin 0003 Pengxiang Xiao Junyan Li Yungang Liu Chenggang Yan 0001 Yatao Zhang Parameters Analysis of Sample Entropy, Permutation Entropy and Permutation Ratio Entropy for RR Interval Time Series. 102283 2020 57 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2020.102283 db/journals/ipm/ipm57.html#YinXLLYZ20

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. 508-521 2020 16 J. Inf. Process. Syst. 2 https://doi.org/10.3745/JIPS.04.0170 db/journals/jips/jips16.html#ZhangMD20

Yongchao Chen Shoushui Wei Yatao Zhang Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network. 2039-2047 2020 58 Medical Biol. Eng. Comput. 9 https://doi.org/10.1007/s11517-020-02218-5 https://www.wikidata.org/entity/Q97428179 db/journals/mbec/mbec58.html#ChenWZ20

Yatao Zhang Qingquan Li 0001 Wei Tu 0001 Ke Mai Yao Yao 0004 Yiyong Chen Functional urban land use recognition integrating multi-source geospatial data and cross-correlations. 2019 78 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2019.101374 db/journals/urban/urban78.html#ZhangLTM0C19

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. 1-6 2019 CISP-BMEI https://doi.org/10.1109/CISP-BMEI48845.2019.8965945 conf/bmei/2019 db/conf/bmei/bmei2019.html#MaCXLZ19 Ke Mai Wei Tu 0001 Qingquan Li 0001 Tianzhong Zhao Yatao Zhang Haoyu Ye STIETR: Spatial-temporal Intelligent E-Taxi Recommendation System Using GPS Trajectories. 5-8 2019 GeoAI@SIGSPATIAL https://doi.org/10.1145/3356471.3365228 conf/gis/2019geoai db/conf/gis/geoai2019.html#MaiTLZZY19

Yatao Zhang Chengyu Liu 0001 Shoushui Wei Yungang Liu Hai Liu Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. 67653-67664 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2879725 db/journals/access/access6.html#ZhangLWLL18

Yan Wang Shoushui Wei Shuai Zhang Yatao Zhang Lina Zhao Chengyu Liu 0001 Alan Murray Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. 30-36 2018 42 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2018.01.001 db/journals/bspc/bspc42.html#WangWZZZLM18

Yao Yao 0004 Ye Hong Daiqiang Wu Yatao Zhang Qingfeng Guan 0001 Estimating the effects of "community opening" policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. 163-174 2018 70 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2018.03.005 db/journals/urban/urban70.html#YaoHWZG18

Yao Yao 0004 Xiaoping Liu 0001 Xia Li 0001 Jinbao Zhang 0001 Zhaotang Liang Ke Mai Yatao Zhang Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. 1220-1244 2017 31 Int. J. Geogr. Inf. Sci. 6 https://doi.org/10.1080/13658816.2017.1290252 https://www.wikidata.org/entity/Q73168768 db/journals/gis/gis31.html#YaoLLZLMZ17

Yao Yao 0004 Xiaoping Liu 0001 Xia Li 0001 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. 2452-2479 2017 31 Int. J. Geogr. Inf. Sci. 12 https://doi.org/10.1080/13658816.2017.1360494 db/journals/gis/gis31.html#YaoLLLHZM17

Yatao Zhang Hai Liu Shoushui Wei Zhenshan Liu To improve performance of entropy methods for analyzing physiological signals using a novel symbolic approach. 1-6 2017 CISP-BMEI https://doi.org/10.1109/CISP-BMEI.2017.8302237 conf/bmei/2017 db/conf/bmei/bmei2017.html#ZhangLWL17 Yatao Zhang Yueqing Yu Zhuo Zhang 0010 Xuping Zhang Structure and Design of Microgrippers: A Survey. 139-143 2017 CRC https://doi.org/10.1109/CRC.2017.9 https://doi.ieeecomputersociety.org/10.1109/CRC.2017.9 conf/crc/2017 db/conf/crc/crc2017.html#ZhangYZZ17 Qiang Wang 0022 Pengfei Xu 0006 Yatao Zhang Xiaowen Chu 0001 EPPMiner: An Extended Benchmark Suite for Energy, Power and Performance Characterization of Heterogeneous Architecture. 23-33 2017 e-Energy https://doi.org/10.1145/3077839.3077858 https://www.wikidata.org/entity/Q131123044 conf/eenergy/2017 db/conf/eenergy/eenergy2017.html#WangXZC17 Yatao Zhang Shoushui Wei Normal and abnormal phonocardiogram classification based waveform and frequency features using LS-SVM. 2033-2037 2017 ICNC-FSKD https://doi.org/10.1109/FSKD.2017.8393082 conf/icnc/2017 db/conf/icnc/icnc2017.html#ZhangW17c

Yao Yao 0004 Jialv He Jinbao Zhang 0001 Yatao Zhang Extracting urban impervious surface from GF-1 imagery using one-class classifiers. 2017 abs/1705.04824 CoRR http://arxiv.org/abs/1705.04824 db/journals/corr/corr1705.html#YaoHZZ17

Yao Yao 0004 Xiaoping Liu 0001 Dachuan Zhang Zhaotang Liang Yatao Zhang Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. 2017 abs/1705.05651 CoRR http://arxiv.org/abs/1705.05651 db/journals/corr/corr1705.html#YaoLZLZ17

Yatao Zhang Shoushui Wei Hai Liu Lina Zhao Chengyu Liu 0001 A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. 7-15 2016 133 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2016.05.010 https://www.wikidata.org/entity/Q50614040 db/journals/cmpb/cmpb133.html#ZhangWLZL16

Yatao Zhang Jialiang Cao Xiaofeng Gao 0001 Guihai Chen FR-Index: A Multi-dimensional Indexing Framework for Switch-Centric Data Centers. 326-334 2016 DEXA (2) https://doi.org/10.1007/978-3-319-44406-2_26 conf/dexa/2016-2 db/conf/dexa/dexa2016-2.html#ZhangCGC16 Yatao Zhang Shoushui Wei Li Zhang 0013 Chengyu Liu 0001 A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. 966-971 2016 ICNC-FSKD https://doi.org/10.1109/FSKD.2016.7603309 conf/icnc/2016 db/conf/icnc/icnc2016.html#ZhangWZL16

Lina Zhao Shoushui Wei Chengqiu Zhang Yatao Zhang Xinge Jiang Feng Liu 0005 Chengyu Liu 0001 Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. 6270-6288 2015 17 Entropy 9 https://doi.org/10.3390/e17096270 db/journals/entropy/entropy17.html#ZhaoWZZJLL15

Yatao Zhang Shoushui Wei Yutao Long Chengyu Liu 0001 Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. 563915:1-563915:9 2015 2015 J. Electr. Comput. Eng. https://doi.org/10.1155/2015/563915 https://www.wikidata.org/entity/Q59112676 db/journals/jece/jece2015.html#ZhangWLL15

Libo Gao Yatao Zhang Xiaofeng Gao 0001 Guihai Chen Indexing Multi-dimensional Data in Modular Data Centers. 304-319 2015 DEXA (2) https://doi.org/10.1007/978-3-319-22852-5_26 conf/dexa/2015-2 db/conf/dexa/dexa2015-2.html#GaoZGC15

Yatao Zhang Chengyu Liu 0001 Shoushui Wei Chang-zhi Wei Feifei Liu ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. 564-573 2014 15 J. Zhejiang Univ. Sci. C 7 https://doi.org/10.1631/jzus.C1300264 db/journals/jzusc/jzusc15.html#ZhangLWWL14

Jialiang Cao Jinzhou Cao Rui Cao 0001 Bingrui Chen Dongsheng Chen Guihai Chen Long Chen 0005 Yiyong Chen Yongchao Chen Xiaowen Chu 0001 Min Deng Anning Dong Wentao Dong Libo Gao Song Gao 0001 Xiaofeng Gao 0001 Qingfeng Guan 0001 Zijin Guo Ziyu Guo Baokun Han Biao He 0007 Jialv He Jialyu He Ye Hong Jincai Huang 0002 Weiming Huang 0001 Shipeng Jiang Xinge Jiang Ying Jiang Zhangwei Jiang Xiaoming Kong Dong Li Dong Li 0052 Junyan Li Qingquan Li 0001 Xia Li 0001 Xiangyu Li Xiaomeng Li 0001 Yangxiao Li Yongjian Li Zhaotang Liang Tianwei Lin Chengyu Liu 0001 Feifei Liu Feng Liu 0005 Hai Liu Hong Liu Lei Liu 0056 Penghua Liu Xiaoping Liu 0001 Yungang Liu Zhenshan Liu Yutao Long Peng Luo 0001 Yijun Ma Zhen-guo MaZhenguo Ma Ke Mai Na Mei Alan Murray Fernando Pérez-Cruz Martin Raubal Konrad Schindler Wei Sheng Tiezhu Shi Nuan Song Guozhen Sun Yanhao Sun Zhenjuan Sun Wei Tu 0001 Chengkai Wang Chisheng Wang Hongxia Wang Jilin Wang Qiang Wang 0022 Qifeng Wang Rushan Wang Shuai Wang 0003 Yan Wang Yaqi Wang 0002 Yi Wang 0123 Zeyu Wang Chang-zhi Wei Shoushui Wei Chengyu Wu Daiqiang Wu Pengxiang Xiao Yanan Xin 0001 Kailu Xiong Pengfei Xu 0006 Yang Xu 0002 Yuan Xu Zhanxue Xu Chenggang Yan 0001 Xiaoqin Yan Fei Yang Huifeng Yao Yao Yao 0004 Haoyu Ye Jian Yin 0003 Yueqing Yu Chengqiu Zhang Dachuan Zhang Feng Zhang Jinbao Zhang 0001 Jinbiao Zhang Li Zhang 0013 Liting Zhang Shuai Zhang Xuping Zhang Zhuo Zhang 0010 Lina Zhao Tianhong Zhao Tianzhong Zhao Fengyu Zhou 0002 Huiyu Zhou 0001 Lin Zhu Qia Zhu