Enhancing SSVEP recognition for short data via time series forecasting.

Yufeng Ke

Shuaishuai Shen Yufeng Ke Dong Ming Enhancing SSVEP recognition for short data via time series forecasting. 130640 2026 303 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130640 db/journals/eswa/eswa303.html#ShenKM26 streams/journals/eswa

Tao Wang 0049 Shuang Liu 0004 Feng He 0005 Minghao Du Weina Dai Yufeng Ke Dong Ming Affective body expression recognition framework based on temporal and spatial fusion features. 112744 2025 308 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.112744 db/journals/kbs/kbs308.html#WangLHDDKM25 streams/journals/kbs

Yufeng Ke Xiaohe Chen Wei Xu Tao Wang 0049 Shuaishuai Shen Dong Ming High-Frequency SSVEP-BCI With Row-Column Dual-Frequency Encoding and Decoding Strategy for Reduced Training Data. 1897-1908 2025 March 29 IEEE J. Biomed. Health Informatics 3 https://doi.org/10.1109/JBHI.2024.3514794 db/journals/titb/titb29.html#KeCXWSM25 streams/journals/titb

Jiale Du Yufeng Ke Shuang Liu 0004 Shanguang Chen Dong Ming Enhancing cross-subject transfer performance for SSVEP identification using small data-based transferability evaluation. 106282 2024 94 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106282 db/journals/bspc/bspc94.html#DuKLCM24

Tao Wang 0049 Shuang Liu 0004 Feng He 0005 Weina Dai Minghao Du Yufeng Ke Dong Ming Emotion Recognition From Full-Body Motion Using Multiscale Spatio-Temporal Network. 898-912 2024 July - September 15 IEEE Trans. Affect. Comput. 3 https://doi.org/10.1109/TAFFC.2023.3305197 db/journals/taffco/taffco15.html#WangLHDDKM24 streams/journals/taffco

Yufeng Ke Shuang Liu 0004 Dong Ming Enhancing SSVEP Identification With Less Individual Calibration Data Using Periodically Repeated Component Analysis. 1319-1331 2024 April 71 IEEE Trans. Biomed. Eng. 4 https://doi.org/10.1109/TBME.2023.3333435 db/journals/tbe/tbe71.html#KeLM24

Tao Wang 0049 Yufeng Ke Yichao Huang Feng He 0005 Wenxiao Zhong Shuang Liu 0004 Dong Ming Using Semi-Supervised Domain Adaptation to Enhance EEG-Based Cross-Task Mental Workload Classification Performance. 7032-7039 2024 December 28 IEEE J. Biomed. Health Informatics 12 https://doi.org/10.1109/JBHI.2024.3452410 db/journals/titb/titb28.html#WangKHHZLM24 streams/journals/titb

Jingxin Chen Yufeng Ke Guangjian Ni Dong Ming Transcutaneous auricular vagus nerve stimulation does not modulate working memory capacity but alters pupillary responses in the change detection task. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10782958 conf/embc/2024 db/conf/embc/embc2024.html#ChenKNM24 Linlin Dong Yufeng Ke Xiaodong Zhu Dong Ming Effects of 15-Day -6° Head-Down Bed Rest and HD-tDCS on Cognitive Functions. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781776 conf/embc/2024 db/conf/embc/embc2024.html#DongKZM24 Tao Wang 0049 Yufeng Ke Feng He 0005 Dong Ming Improving EEG-Based Cross-Subject Mental Workload Classification Performance with Euclidean-Aligned Periodic and Aperiodic Features. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10782484 conf/embc/2024 db/conf/embc/embc2024.html#WangKHM24 Lipeng Gao Tao Wang 0049 Xingwei An Yufeng Ke Transfer Blocks Method on Multi-degrees Mental Workload Assessment with EEG. 142-150 2022 HCI (9) https://doi.org/10.1007/978-3-031-05457-0_12 conf/hci/2022-9 db/conf/hci/hci2022-9.html#GaoWAK22 Lipeng Gao Xingwei An Yufeng Ke Tao Wang 0049 Wenxiao Zhong Modified mental workload index: Measure it with task difficulty degree and performance, Verified it with cross-time classification. 173-177 2022 ICBBE https://doi.org/10.1145/3574198.3574225 conf/icbbe/2022 db/conf/icbbe/icbbe2022.html#GaoAKWZ22

Bin Gu 0002 Long Chen 0017 Yufeng Ke Yijie Zhou Haiqing Yu Kun Wang 0053 Dong Ming The effects of varying levels of mental workload on motor imagery based brain-computer interface. 315-323 2020 12 Int. J. Embed. Syst. 3 https://doi.org/10.1504/IJES.2020.107044 db/journals/ijes/ijes12.html#GuCKZYWM20

Mengyue Su Xizi Song Yijie Zhou Jiajia Yang Yufeng Ke Dong Ming Acoustoelectric Signal Decoding Based on Fourier Approximation. 988-991 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176330 https://www.wikidata.org/entity/Q100447340 conf/embc/2020 db/conf/embc/embc2020.html#SuSZYKM20 Jinzhao Xu Yufeng Ke Shuang Liu 0004 Xizi Song Cheng Xu Guchuan Zhou Dong Ming Task-irrelevant Auditory Event-related Potentials as Mental Workload Indicators: A Between-task Comparison Study*. 3216-3219 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9175957 https://www.wikidata.org/entity/Q100448143 conf/embc/2020 db/conf/embc/embc2020.html#XuKLSXZM20 Linlin Dong Yufeng Ke Shuang Liu 0004 Xizi Song Dong Ming Effects of HD-tDCS combined with working memory training on event-related potentials. 3553-3556 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176063 https://www.wikidata.org/entity/Q100448241 conf/embc/2020 db/conf/embc/embc2020.html#DongKLSM20 Mingliang Liu Yufeng Ke Shuang Liu 0004 Xizi Song Dong Ming Effect of HD-tDCS combined with working memory training on brain network. 3594-3597 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176717 https://www.wikidata.org/entity/Q100448254 conf/embc/2020 db/conf/embc/embc2020.html#LiuKLSM20 Jie Mei Minpeng Xu Lijie Wang Yufeng Ke Yijun Wang 0001 Tzyy-Ping Jung Dong Ming Using SSVEP-BCI to Continuous Control a Quadcopter with 4-DOF Motions*. 4745-4748 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176131 https://www.wikidata.org/entity/Q100448590 conf/embc/2020 db/conf/embc/embc2020.html#MeiXWKWJM20

Yang Di Xingwei An Feng He 0005 Shuang Liu 0004 Yufeng Ke Dong Ming Robustness Analysis of Identification Using Resting-State EEG Signals. 42113-42122 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2907644 db/journals/access/access7.html#DiAHLKM19

Xiaoya Liu Shuang Liu 0004 Dongyue Guo Yue Sheng Yufeng Ke Xingwei An Feng He 0005 Dong Ming Enhanced Auditory Steady-State Response Using an Optimized Chirp Stimulus-Evoked Paradigm. 748 2019 19 Sensors 3 https://doi.org/10.3390/s19030748 https://www.wikidata.org/entity/Q64275831 db/journals/sensors/sensors19.html#LiuLGSKAHM19

Tao Wang 0049 Pengxiao Liu Xingwei An Yufeng Ke Jinzhao Xu Mingpeng Xu Linghan Kong Wentao Liu Dong Ming Modeling Strategies and Spatial Filters for Improving the Performance of P300-speller within and across Individuals. 1-5 2019 CIVEMSA https://doi.org/10.1109/CIVEMSA45640.2019.9071607 conf/civemsa/2019 db/conf/civemsa/civemsa2019.html#WangLAKXXKLM19 Ningci Wang Yufeng Ke Jiale Du Wentao Liu Linghan Kong Xin Zhao 0006 Shuang Liu 0004 Minpeng Xu Xingwei An Dong Ming High-Definition Transcranial Direct Current Stimulation (HD-tDCS) enhances working memory training. 329-332 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856976 https://www.wikidata.org/entity/Q92693803 conf/embc/2019 db/conf/embc/embc2019.html#WangKDLKZ0XAM19 Wentao Liu Yufeng Ke Pengxiao Liu Jiale Du Linghan Kong Shuang Liu 0004 Xingwei An Dong Ming A Cross-Subject SSVEP-BCI Based on Task Related Component Analysis. 3022-3025 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857064 https://www.wikidata.org/entity/Q92697004 conf/embc/2019 db/conf/embc/embc2019.html#LiuKLDK0AM19 Jiale Du Yufeng Ke Pengxiao Liu Wentao Liu Linghan Kong Ningci Wang Minpeng Xu Xingwei An Dong Ming A two-step idle-state detection method for SSVEP BCI. 3095-3098 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857024 https://www.wikidata.org/entity/Q92697091 conf/embc/2019 db/conf/embc/embc2019.html#DuKLLKWXAM19 Pengxiao Liu Yufeng Ke Jiale Du Wentao Liu Linghan Kong Ningci Wang Xingwei An Dong Ming An SSVEP-BCI in Augmented Reality. 5548-5551 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857859 https://www.wikidata.org/entity/Q92699863 conf/embc/2019 db/conf/embc/embc2019.html#LiuKDLKWAM19 Shuang Liu 0004 Wenyi Wu Siyu Zhai Xiaoya Liu Yufeng Ke Xingwei An Dong Ming Improve the generalization of the cross-task emotion classifier using EEG based on feature selection and SVR. 1-5 2019 iCAST https://doi.org/10.1109/ICAwST.2019.8923256 conf/icawst/2019 db/conf/icawst/icawst2019.html#0004WZLKAM19 Linghan Kong Yufeng Ke Jiale Du Tao Wang 0049 Shuang Liu 0004 Xingwei An Dong Ming The Feasibility of Using SSVEP-BCI to Provide Additional "Hands" for Operators with Hands Fully Occupied. 5-8 2019 NER https://doi.org/10.1109/NER.2019.8716911 conf/ner/2019 db/conf/ner/ner2019.html#KongKDWLAM19 Yuchen He 0005 Shuang Liu 0004 Dongyue Guo Xiaoya Liu Yufeng Ke Xizi Song Feng He 0005 Dong Ming Transcranial Alternating Current Stimulation at Individual Alpha Frequency Enhances Alpha Activity in Frontal Areas. 93-96 2019 NER https://doi.org/10.1109/NER.2019.8717021 conf/ner/2019 db/conf/ner/ner2019.html#HeLGLKS0M19 Jiale Du Yufeng Ke Linghan Kong Tao Wang 0049 Feng He 0005 Dong Ming 3D Stimulus Presentation of ERP-Speller in Virtual Reality*. 167-170 2019 NER https://doi.org/10.1109/NER.2019.8717164 conf/ner/2019 db/conf/ner/ner2019.html#DuKKWHM19 Yijie Zhou Xizi Song Xinrui Chen Xue Zhao Yufeng Ke Dong Ming A Source Signal Modulation Mechanism with Pulse Focused Ultrasound for Acoustoelectric Brain Imaging*. 766-769 2019 NER https://doi.org/10.1109/NER.2019.8717031 conf/ner/2019 db/conf/ner/ner2019.html#ZhouSCZKM19 Kun Wang 0053 Minpeng Xu Shanshan Zhang Yufeng Ke Dong Ming Analysis and Classification for EEG Patterns of Force Motor Imagery Using Movement Related Cortical Potentials. 211-214 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512184 https://www.wikidata.org/entity/Q93144997 conf/embc/2018 db/conf/embc/embc2018.html#WangXZKM18 Xiaoya Liu Shuang Liu 0004 Dongyue Guo Yue Sheng Yufeng Ke Xingwei An Minpeng Xu Feng He 0005 Xiaoman Cheng Dong Ming Effect of Emotion States on the Updating Function of Working Memory. 1907-1910 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512660 https://www.wikidata.org/entity/Q93147107 conf/embc/2018 db/conf/embc/embc2018.html#LiuLGSKAX0CM18 Huanhuan Cui Jinwen Wei Yufeng Ke Xingwei An Chang Sun Minpeng Xu Hongzhi Qi Dong Ming Peng Zhou 0001 Research of the Regulation Effect of Transcranial Alternating Current Stimulation on Vigilant Attention. 3481-3484 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512894 https://www.wikidata.org/entity/Q93149206 conf/embc/2018 db/conf/embc/embc2018.html#CuiWKASXQMZ18 Yue Sheng Shuang Liu 0004 Wei Wang Yuchen He 0005 Xiaoya Liu Yufeng Ke Xingwei An Dong Ming A Study on RSVP Paradigm Based on Brain Computer Interface Across Subjects. 42-46 2018 iCAST https://doi.org/10.1109/ICAwST.2018.8517249 conf/icawst/2018 db/conf/icawst/icawst2018.html#ShengLWHLKAM18

Yuqian Chen Yufeng Ke Guifang Meng Jin Jiang Hongzhi Qi Xuejun Jiao Minpeng Xu Peng Zhou 0001 Feng He 0005 Dong Ming Enhancing performance of P300-Speller under mental workload by incorporating dual-task data during classifier training. 35-43 2017 152 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2017.09.002 https://www.wikidata.org/entity/Q47425268 db/journals/cmpb/cmpb152.html#ChenKMJQJXZHM17

Jinwen Wei Yufeng Ke Chang Sun Xingwei An Hongzhi Qi Dong Ming Peng Zhou 0001 The timing of theta phase synchronization accords with vigilant attention. 2442-2445 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037350 https://www.wikidata.org/entity/Q50070852 conf/embc/2017 db/conf/embc/embc2017.html#WeiKSAQMZ17 Jingjing Tong Shuang Liu 0004 Yufeng Ke Bin Gu 0002 Feng He 0005 Baikun Wan Dong Ming EEG-based emotion recognition using nonlinear feature. 55-59 2017 iCAST https://doi.org/10.1109/ICAwST.2017.8256518 conf/icawst/2017 db/conf/icawst/icawst2017.html#Tong0KG0WM17 Bin Gu 0002 Long Chen 0017 Yufeng Ke Shuang Liu 0004 Jiabei Tang Zhongpeng Wang Yijie Zhou Haiqing Yu Dong Ming The effects of cognitive parallel task with varying memory load on motor imagery BCI. 432-435 2017 iCAST https://doi.org/10.1109/ICAwST.2017.8256494 conf/icawst/2017 db/conf/icawst/icawst2017.html#Gu0K0TWZYM17 Runge Chen Xiaolu Wang Lu Zhang Weibo Yi Yufeng Ke Hongzhi Qi Feng He 0005 Xin Zhao 0006 Xuemin Wang 0001 Dong Ming Peng Zhou 0001 Research on multi-dimensional N-back task induced EEG variations. 5163-5166 2015 EMBC https://doi.org/10.1109/EMBC.2015.7319554 https://www.wikidata.org/entity/Q49038101 conf/embc/2015 db/conf/embc/embc2015.html#ChenWZYKQHZWMZ15 Yuqian Chen Yufeng Ke Guifang Meng Hongzhi Qi Feng He 0005 Peng Zhou 0001 Dong Ming A study of effect of N-back and arithmetic mental workload on performance of P300-Speller. 163-167 2015 iCAST https://doi.org/10.1109/ICAwST.2015.7314040 conf/icawst/2015 db/conf/icawst/icawst2015.html#ChenKMQ00M15 Yufeng Ke Peiyuan Wang Yuqian Chen Bin Gu 0002 Hongzhi Qi Peng Zhou 0001 Dong Ming Concurrent mental activities affect ERPs and impair performance of ERP-spellers. 118-121 2015 NER https://doi.org/10.1109/NER.2015.7146574 conf/ner/2015 db/conf/ner/ner2015.html#KeWCGQ0M15 Xingwei An Jingxin Chen Long Chen 0017 Runge Chen Shanguang Chen Xiaohe Chen Xinrui Chen Yuqian Chen Xiaoman Cheng Huanhuan Cui Weina Dai Yang Di Linlin Dong Jiale Du Minghao Du Lipeng Gao Bin Gu 0002 Dongyue Guo Feng He 0005 Yuchen He 0005 Yichao Huang Jin Jiang Xuejun Jiao Tzyy-Ping Jung Linghan Kong Mingliang Liu Pengxiao Liu Shuang Liu 0004 Wentao Liu Xiaoya Liu Jie Mei Guifang Meng Dong Ming Guangjian Ni Hongzhi Qi Shuaishuai Shen Yue Sheng Xizi Song Mengyue Su Chang Sun Jiabei Tang Jingjing Tong Baikun Wan Kun Wang 0053 Lijie Wang Ningci Wang Peiyuan Wang Tao Wang 0049 Wei Wang Xiaolu Wang Xuemin Wang 0001 Yijun Wang 0001 Zhongpeng Wang Jinwen Wei Wenyi Wu Cheng Xu Jinzhao Xu Mingpeng Xu Minpeng Xu Wei Xu Jiajia Yang Weibo Yi Haiqing Yu Siyu Zhai Lu Zhang Shanshan Zhang Xin Zhao 0006 Xue Zhao Wenxiao Zhong Guchuan Zhou Peng Zhou 0001 Yijie Zhou Xiaodong Zhu