Yoshiharu Yamamoto

97 papers A 6C 5Misc 3Journal 48Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BBANet: Bilateral biological auditory-inspired neural network for heart sound classification. Eng. Appl. Artif. Intell. Yang Tan, Haojie Zhang, Jingwen Xu, Hanhan Wu, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2026	J	`jnl`	Body sound denoising technologies: A survey and validation. Biomed. Signal Process. Control. Enze Li, Haojie Zhang, Kun Qian, Fuze Tian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2026	J	`jnl`	Breaking through data scarcity: A novel diffusion model approach for snoring sound augmentation and classification. Biomed. Signal Process. Control. Tianrui Jia, Haojie Zhang, Hanhan Wu, Qiyang Sun, Xin Jing, Boyang Meng, Lin Shen, Liang Wang, Kun Qian, Ye Zhang, Bin Hu, Tanja Schultz, Björn W. Schuller, Yoshiharu Yamamoto
2026	C	`conf`	Dendritic-Spine-Inspired Structural Optimization in a Lightweight Bowel Sound Analysis System for On-Device Colorectal Cancer Screening. ICCE Haojie Zhang, Enze Li, Yang Tan, Lin Shen, Kun Qian, Jing Li, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2026	J	`jnl`	FedVCPL-Diff: A federated convolutional prototype learning framework with a diffusion model for speech emotion recognition. Inf. Fusion Ruobing Li, Yifan Feng, Lin Shen, Liuxian Ma, Haojie Zhang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2026	J	`jnl`	Federated learning for prenatal detection of interrupted aortic arch using fetal ultrasound imaging. Biomed. Signal Process. Control. Jiancheng Han, Heqing Wang, Yifan Feng, Qi Yang, Jingtan Li, Haojie Zhang, Yihua He, Jiang Liu, Toru Nakamura, Yang Cao, Naidi Sun, Kun Qian, Bin Hu, Xinru Gao, Yan Xia, Zongjie Weng, Björn W. Schuller, Yoshiharu Yamamoto
2025	J	`jnl`	A First Look at Generative Artificial Intelligence-Based Music Therapy for Mental Disorders. IEEE Trans. Consumer Electron. Lin Shen, Haojie Zhang, Cuiping Zhu, Ruobing Li, Kun Qian, Wei Meng, Fuze Tian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2025	J	`jnl`	An AI-Assisted All-in-One Integrated Coronary Artery Disease Diagnosis System Using a Portable Heart Sound Sensor With an On-Board Executable Lightweight Model. IEEE Trans. Mob. Comput. Haojie Zhang, Fuze Tian, Yang Tan, Lin Shen, Jingyu Liu, Jie Liu, Kun Qian, Yalei Han, Gong Su, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2025	J	`jnl`	An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis. IEEE J. Biomed. Health Informatics Fuze Tian, Haojie Zhang, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2025	J	`jnl`	Computer audition for healthcare: A survey on speech analysis. AI Open Kun Qian, Zhonghao Zhao, Yang Tan, Weijia Zhang, Minki Cho, Cuiping Zhu, Fuze Tian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2025	J	`jnl`	Enhancing Emotion Regulation in Mental Disorder Treatment: An AIGC-Based Closed-Loop Music Intervention System. IEEE Trans. Affect. Comput. Lin Shen, Haojie Zhang, Cuiping Zhu, Ruobing Li, Kun Qian, Fuze Tian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2025	A	`conf`	Exploring the Power of Empirical Mode Decomposition for Sensing the Sound of Silence: A Pilot Study on Mice Autism Detection via Ultrasonic Vocalisation. INTERSPEECH Chenhao Wu, Xiangjun Cai, Haojie Zhang, Tianrui Jia, Yilu Deng, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto, Jiang Liu
2025	J	`jnl`	FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics Xihang Qiu, Wanyong Qiu, Ye Zhang, Kun Qian, Chun Li, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2025	A	`conf`	MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge. INTERSPEECH Zijiang Yang, Meishu Song, Xin Jing, Haojie Zhang, Kun Qian, Bin Hu, Kota Tamada, Toru Takumi, Björn W. Schuller, Yoshiharu Yamamoto
2025	J	`jnl`	MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge. CoRR Zijiang Yang, Meishu Song, Xin Jing, Haojie Zhang, Kun Qian, Bin Hu, Kota Tamada, Toru Takumi, Björn W. Schuller, Yoshiharu Yamamoto
2025	J	`jnl`	Toward Practical Colorectal Cancer Diagnosis: A Bowel-Sound-Based System With Portable Sensor and On-Board Lightweight AI Model. IEEE Internet Things J. Haojie Zhang, Fuze Tian, Yang Tan, Lin Shen, Enze Li, Jiedong Ma, Jingyu Liu, Kun Qian, Jing Li, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024	J	`jnl`	Automated Cough Sound Analysis for Detecting Childhood Pneumonia. IEEE J. Biomed. Health Informatics Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
2024	C	`conf`	Clearer Lub-Dub: A Novel Approach in Heart Sound Denoising Based on Transfer Learning. HealthCom Peng Gao, Haojie Zhang, Lin Shen, Yongxin Zhang, Jiang Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2024	Misc	`conf`	Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. ICASSP Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky
2024	A	`conf`	E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition. INTERSPEECH Liuxian Ma, Lin Shen, Ruobing Li, Haojie Zhang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2024	J	`jnl`	Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection. IEEE J. Biomed. Health Informatics Wanyong Qiu, Yifan Feng, Yuying Li, Yi Chang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024	J	`jnl`	Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework. IEEE Trans. Biomed. Eng. Wanyong Qiu, Chen Quan, Lixian Zhu, Yongzi Yu, Zhihua Wang, Yu Ma, Mengkai Sun, Yi Chang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024	C	`conf`	Inspiration of Prototype Knowledge: Introducing a Meta-Learning Approach to Heart Sound Classification. HealthCom Qingrong Wu, Mengkai Sun, Haojie Zhang, Yongxin Zhang, Yiming Liu, Boyang Meng, Kun Qian, Bin Hu, Toru Nakamura, Taishin Nomura, Björn W. Schuller, Yoshiharu Yamamoto
2024	J	`jnl`	LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices. IEEE Trans. Instrum. Meas. Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024	—	`conf`	Lecture Video Highlights Detection from Speech. EUSIPCO Meishu Song, Ilhan Aslan, Emilia Parada-Cabaleiro, Zijiang Yang, Elisabeth André, Yoshiharu Yamamoto, Björn W. Schuller
2024	J	`jnl`	Macro-Sleep Staging With ECG-Derived Instantaneous Heart Rate and Respiration Signals and Multi-Input 1-D CNN-BiGRU. IEEE Trans. Instrum. Meas. Roneel V. Sharan, Hiroki Takeuchi, Akifumi Kishi, Yoshiharu Yamamoto
2024	A	`conf`	Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification. INTERSPEECH Xihang Qiu, Lixian Zhu, Zikai Song, Zeyu Chen, Haojie Zhang, Kun Qian, Ye Zhang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024	—	`conf`	Temporal Oriented ResNet for Gaming Dimensional Emotion Prediction. EUSIPCO Meishu Song, Xin Jing, Emilia Parada-Cabaleiro, Zijiang Yang, Yoshiharu Yamamoto, Björn W. Schuller
2024	—	`conf`	Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model. EUSIPCO Jiahao Ji, Lixian Zhu, Haojie Zhang, Kun Qian, Kele Xu, Zikai Song, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	C	`conf`	AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound Classification. HealthCom Yang Tan, Zhihua Wang, Kun Qian, Zhihao Bao, Zheyu Cao, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2023	—	`conf`	An End-to-End Model for Mental Disorders Detection by Spontaneous Physical Activity Data. ICDM (Workshops) Dewen Xu, Zhihua Wang, Tsuyoshi Kitajima, Toru Nakamura, Hiroko Shimura, Hiroki Takeuchi, Yang Tan, Runze Ge, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	An End-to-End Model for Speech-based Somatisation Disorder Detection. GCCE Runze Ge, Zhihua Wang, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	An Investigation on Data Augmentation and Multiple Instance Learning for Diagnosis of COVID-19 from Speech and Cough Sound. ICCE-Taiwan Tomoya Koike, Zhihua Wang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	J	`jnl`	Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy. EURASIP J. Audio Speech Music. Process. Jingtan Li, Mengkai Sun, Zhonghao Zhao, Xingcan Li, Gaigai Li, Chen Wu, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2023	—	`conf`	Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. ICDM (Workshops) Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach. EMBC Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2023	Misc	`conf`	Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. ICASSP Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron. EMBC Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
2023	—	`conf`	Explainable Stuttering Recognition Using Axial Attention. ICIC (3) Yu Ma, Yuting Huang, Kaixiang Yuan, Guangzhe Xuan, Yongzi Yu, Hengrui Zhong, Rui Li, Jian Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	J	`jnl`	Exploring interpretable representations for heart sound abnormality detection. Biomed. Signal Process. Control. Zhihua Wang, Kun Qian, Houguang Liu, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	Misc	`conf`	Federated Intelligent Terminals Facilitate Stuttering Monitoring. ICASSP Yongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian, Zhihua Wang, Yu Ma, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	How does Music Affect Your Brain? A Pilot Study on EEG and Music Features for Automatic Analysis. EMBC Gang Luo, Shuting Sun, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	Less is More: A Novel Feature Extraction Method for Heart Sound Classification via Fractal Transformation. EMBC Cuiping Zhu, Zhonghao Zhao, Yang Tan, Mengkai Sun, Kun Qian, Tao Jiang, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	Multi-Track Music Generation with WGAN-GP and Attention Mechanisms. GCCE Luyu Chen, Lin Shen, Dan Yu, Zhihua Wang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	—	`conf`	Snore Sound Recognition via an Explainable Capsule Network. GCCE Minki Cho, Zhonghao Zhao, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2023	—	`conf`	Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model. EMBC Zhihao Bao, Kun Qian, Zhonghao Zhao, Mengkai Sun, Ruolan Huang, Dewen Xu, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2022	—	`conf`	A Federated Learning Paradigm for Heart Sound Classification. EMBC Wanyong Qiu, Kun Qian, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2022	J	`jnl`	Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. CoRR Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Jiangjian Xie, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2022	—	`conf`	Heart Sound Classification based on Fractional Fourier Transformation Entropy. LifeTech Yang Tan, Zhihua Wang, Kun Qian, Bin Hu, Shiliang Zhao, Björn W. Schuller, Yoshiharu Yamamoto
2022	—	`conf`	Heart Sound Classification based on Residual Shrinkage Networks. EMBC Lixian Zhu, Kun Qian, Zhihua Wang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2022	J	`jnl`	Learning Multimodal Representations for Drowsiness Detection. IEEE Trans. Intell. Transp. Syst. Kun Qian, Tomoya Koike, Toru Nakamura, Björn W. Schuller, Yoshiharu Yamamoto
2022	J	`jnl`	Psychological Field Versus Physiological Field: From Qualitative Analysis to Quantitative Modeling of the Mental Status. IEEE Trans. Comput. Soc. Syst. Bin Hu, Kun Qian, Qunxi Dong, Yuejia Luo, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring. IEEE Signal Process. Mag. Kun Qian, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Can Appliances Understand the Behavior of Elderly Via Machine Learning? A Feasibility Study. IEEE Internet Things J. Kun Qian, Tomoya Koike, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
2021	J	`jnl`	Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review. IEEE J. Biomed. Health Informatics Kun Qian, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. IEEE Internet Things J. Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Deep Attention-based Representation Learning for Heart Sound Classification. CoRR Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Yoshiharu Yamamoto, Björn W. Schuller
2021	—	`conf`	Predicting Group Work Performance from Physical Handwriting Features in a Smart English Classroom. ICDSP Meishu Song, Kun Qian, Bin Chen, Keiju Okabayashi, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Kazumasa Togami, Ichiro Hidaka, Yueheng Wang, Björn W. Schuller, Yoshiharu Yamamoto
2021	—	`conf`	Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview. LifeTech Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
2021	J	`jnl`	Seasonal Sleep Variations and Their Association With Meteorological Factors: A Japanese Population Study Using Large-Scale Body Acceleration Data. Frontiers Digit. Health Li Li, Toru Nakamura, Junichiro Hayano, Yoshiharu Yamamoto
2021	—	`conf`	Sensing the Sounds of Silence: A Pilot Study on the Detection of Model Mice of Autism Spectrum Disorder from Ultrasonic Vocalisations. EMBC Kun Qian, Tomoya Koike, Kota Tamada, Toru Takumi, Björn W. Schuller, Yoshiharu Yamamoto
2021	—	`conf`	Transferring Cross-Corpus Knowledge: An Investigation on Data Augmentation for Heart Sound Classification. EMBC Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
2020	A	`conf`	An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. INTERSPEECH Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2020	J	`jnl`	An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. CoRR Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2020	—	`conf`	Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification. EMBC Tomoya Koike, Kun Qian, Qiuqiang Kong, Mark D. Plumbley, Björn W. Schuller, Yoshiharu Yamamoto
2020	—	`conf`	Can Affective Computing Better the Mental Status of the Electronic Games Player? A Perspective. LifeTech Yueheng Wang, Kun Qian, Jacob Nelson, Hiromichi Yagi, Akifumi Kishi, Kenji Morita, Yoshiharu Yamamoto
2020	J	`jnl`	Computer Audition for Healthcare: Opportunities and Challenges. Frontiers Digit. Health Kun Qian, Xiao Li, Haifeng Li, Shengchen Li, Wei Li, Zuoliang Ning, Shuai Yu, Limin Hou, Gang Tang, Jing Lu, Feng Li, Shufei Duan, Chengcheng Du, Yao Cheng, Yujun Wang, Lin Gan, Yoshiharu Yamamoto, Björn W. Schuller
2020	A	`conf`	Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task. INTERSPEECH Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
2020	J	`jnl`	Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS - The Heart Sounds Shenzhen Corpus. IEEE J. Biomed. Health Informatics Fengquan Dong, Kun Qian, Zhao Ren, Alice Baird, Xinjian Li, Zhenyu Dai, Bo Dong, Florian Metze, Yoshiharu Yamamoto, Björn W. Schuller
2020	J	`jnl`	Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview. CoRR Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
2020	J	`jnl`	deepSELF: An Open Source Deep Self End-to-End Learning Framework. CoRR Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
2019	—	`conf`	Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. ISICDM Kun Qian, Hiroyuki Kuromiya, Zhao Ren, Maximilian Schmitt, Zixing Zhang, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
2019	—	`conf`	Deep Wavelets for Heart Sound Classification. ISPACS Kun Qian, Zhao Ren, Fengquan Dong, Wen-Hsing Lai, Björn W. Schuller, Yoshiharu Yamamoto
2019	—	`conf`	Group Activity Recognition to Support Collaboration in Creative Digital Space. CSCW Companion Bin Chen, Koki Hatada, Keiju Okabayashi, Hiroyuki Kuromiya, Ichiro Hidaka, Yoshiharu Yamamoto, Kazumasa Togami
2019	—	`conf`	Teaching Machines to Know Your Depressive State: On Physical Activity in Health and Major Depressive Disorder. EMBC Kun Qian, Hiroyuki Kuromiya, Zixing Zhang, Jinhyuk Kim, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
2019	J	`jnl`	Wavelet p-Leader Non Gaussian Multiscale Expansions for Heart Rate Variability Analysis in Congestive Heart Failure Patients. IEEE Trans. Biomed. Eng. Herwig Wendt, Patrice Abry, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto
2018	C	`conf`	Data-driven teaching assessment in inquiry-based learning by topic modeling. ICCE Hiroyuki Kuromiya, Ichiro Hidaka, Yoshiharu Yamamoto
2018	J	`jnl`	Mortality Prediction in Severe Congestive Heart Failure Patients With Multifractal Point-Process Modeling of Heartbeat Dynamics. IEEE Trans. Biomed. Eng. Gaetano Valenza, Herwig Wendt, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto, Patrice Abry, Riccardo Barbieri
2017	—	`conf`	Multiscale properties of instantaneous parasympathetic activity in severe congestive heart failure: A survivor vs non-survivor study. EMBC Gaetano Valenza, Herwig Wendt, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto, Patrice Abry, Riccardo Barbieri
2016	—	`conf`	Long-range correlations in amplitude variability of HF and LF components of heart rate variability. EMBC Yuki Miki, Yasuyuki Suzuki, Eiichi Watanabe, Junichiro Hayano, Yoshiharu Yamamoto, Taishin Nomura, Ken Kiyono
2016	J	`jnl`	Multiscale Analysis of Intensive Longitudinal Biomedical Signals and Its Clinical Applications. Proc. IEEE Toru Nakamura, Ken Kiyono, Herwig Wendt, Patrice Abry, Yoshiharu Yamamoto
2015	J	`jnl`	Covariation of Depressive Mood and Spontaneous Physical Activity in Major Depressive Disorder: Toward Continuous Monitoring of Depressive Mood. IEEE J. Biomed. Health Informatics Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Kazuhiro Yoshiuchi, Tsukasa Sasaki, Yoshiharu Yamamoto
2015	—	`conf`	Point-process high-resolution representations of heartbeat dynamics for multiscale analysis: A CHF survivor prediction study. EMBC Gaetano Valenza, Herwig Wendt, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto, Patrice Abry, Riccardo Barbieri
2015	—	`conf`	Psychobehavioral validity of self-reported symptoms based on spontaneous physical activity. EMBC Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Yoshiharu Yamamoto
2014	—	`conf`	Co-variation of depressive mood and spontaneous physical activity evaluated by ecological momentary assessment in major depressive disorder. EMBC Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Kazuhiro Yoshiuchi, Yoshiharu Yamamoto
2014	—	`conf`	MultiScale wavelet p-leader based heart rate variability analysis for survival probability assessment in CHF patients. EMBC Herwig Wendt, Ken Kiyono, Patrice Abry, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto
2012	—	`conf`	Behavioral organization of locomotor activity and its modeling. SCIS&ISIS Toru Nakamura, Yoshiharu Yamamoto
2010	J	`jnl`	A generalized method to estimate waveforms common across trials from EEGs. NeuroImage Yusuke Takeda, Masa-aki Sato, Kentaro Yamanaka, Daichi Nozaki, Yoshiharu Yamamoto
2010	J	`jnl`	Single-trial EEG Power and Phase Dynamics Associated with Voluntary Response Inhibition. J. Cogn. Neurosci. Kentaro Yamanaka, Yoshiharu Yamamoto
2008	J	`jnl`	Extracting a stimulus-unlocked component from EEG during NoGo trials of a Go/NoGo task. NeuroImage Yusuke Takeda, Kentaro Yamanaka, Daichi Nozaki, Yoshiharu Yamamoto
2008	J	`jnl`	Temporal decomposition of EEG during a simple reaction time task into stimulus- and response-locked components. NeuroImage Yusuke Takeda, Kentaro Yamanaka, Yoshiharu Yamamoto
2006	J	`jnl`	Aging of complex heart rate dynamics. IEEE Trans. Biomed. Eng. Zbigniew R. Struzik, Junichiro Hayano, R. Soma, Shin Kwak, Yoshiharu Yamamoto
2006	J	`jnl`	Multiscale probability density function analysis: non-Gaussian and scale-Invariant fluctuations of healthy human heart rate. IEEE Trans. Biomed. Eng. Ken Kiyono, Zbigniew R. Struzik, Naoko Aoyagi, Yoshiharu Yamamoto
2006	J	`jnl`	Recent Advances in Heart Rate Variability Signal Processing and Interpretation. IEEE Trans. Biomed. Eng. Sergio Cerutti, Ary L. Goldberger, Yoshiharu Yamamoto
2006	J	`jnl`	Unique very low-frequency heart rate variability during deep sleep in humans. IEEE Trans. Biomed. Eng. Fumiharu Togo, Ken Kiyono, Zbigniew R. Struzik, Yoshiharu Yamamoto
1997	J	`jnl`	Respiratory influences on non-linear dynamics of heart rate variability in humans. Biol. Cybern. Jacques Olivier Fortrat, Yoshiharu Yamamoto, Richard Lee Hughson
1993	J	`jnl`	Operation Everest II: An indication of deterministic chaos in human heart rate variability at simulated extreme altitude. Biol. Cybern. Yoshiharu Yamamoto, Richard Lee Hughson, John R. Sutton, Charles S. Houston, Allen Cymerman, Ernest L. Fallen, Marked V. Kamath