HAR-sEMG: A Dataset for Human Activity Recognition on Lower-Limb sEMG
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Yu Luan | Yuhang Shi | Wanyin Wu | Zhiyao Liu | Hai Chang | Jun Cheng | Zhiyao Liu | Yuhang Shi | Jun Cheng | Yu Luan | Wanyin Wu | Hai Chang
[1] A. Goris,et al. Detection of type, duration, and intensity of physical activity using an accelerometer. , 2009, Medicine and science in sports and exercise.
[2] Gary M. Weiss,et al. Activity recognition using cell phone accelerometers , 2011, SKDD.
[3] Gamini Dissanayake,et al. Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals , 2012, Expert Syst. Appl..
[4] R. Fisher. THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS , 1936 .
[5] Sethu Vijayakumar,et al. Improved prosthetic hand control with concurrent use of myoelectric and inertial measurements , 2017, Journal of NeuroEngineering and Rehabilitation.
[6] Paul Geladi,et al. Principal Component Analysis , 1987, Comprehensive Chemometrics.
[7] B. Freriks,et al. Development of recommendations for SEMG sensors and sensor placement procedures. , 2000, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.
[8] J. Morel,et al. Ecosystem services provided by soils of urban, industrial, traffic, mining, and military areas (SUITMAs) , 2015, Journal of Soils and Sediments.
[9] Yi Chai,et al. A novel multi-modality image fusion method based on image decomposition and sparse representation , 2017, Inf. Sci..
[10] David Taniar,et al. k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation , 2016, Proc. VLDB Endow..
[11] Xuelong Li,et al. Rank Preserving Discriminant Analysis for Human Behavior Recognition on Wireless Sensor Networks , 2014, IEEE Transactions on Industrial Informatics.
[12] Dit-Yan Yeung,et al. Robust locally linear embedding , 2006, Pattern Recognit..
[13] Keqin Li,et al. Deep end-to-end learning for price prediction of second-hand items , 2020, Knowledge and Information Systems.
[14] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[15] Yelong Shen,et al. Dynamic socialized Gaussian process models for human behavior prediction in a health social network , 2016, Knowledge and Information Systems.
[16] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[17] E L Morin,et al. Sampling, noise-reduction and amplitude estimation issues in surface electromyography. , 2002, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.
[18] Ilja Kuzborskij,et al. Characterization of a Benchmark Database for Myoelectric Movement Classification , 2015, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[19] Patrick Delfmann,et al. Decision model change patterns for dynamic system evolution , 2020, Knowledge and Information Systems.
[20] J. Tenenbaum,et al. A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.
[21] Jianjie Lu,et al. Robust Single Accelerometer-Based Activity Recognition Using Modified Recurrence Plot , 2019, IEEE Sensors Journal.
[22] Hong Ai,et al. Research on embedded access control security system and face recognition system , 2018, Measurement.
[23] Eran Toch,et al. Analyzing large-scale human mobility data: a survey of machine learning methods and applications , 2019, Knowledge and Information Systems.
[24] Manfredo Atzori,et al. Comparison of six electromyography acquisition setups on hand movement classification tasks , 2017, PloS one.
[25] Zhe Zhang,et al. Activity recognition of the torso based on surface electromyography for exoskeleton control , 2014, Biomed. Signal Process. Control..
[26] Alexandros André Chaaraoui,et al. Adaptive Human Action Recognition With an Evolving Bag of Key Poses , 2014, IEEE Transactions on Autonomous Mental Development.
[27] Zhizeng Luo,et al. Evaluation of Feature Extraction and Recognition for Activity Monitoring and Fall Detection Based on Wearable sEMG Sensors , 2017, Sensors.
[28] Hong Wang,et al. A soft robotic hand: design, analysis, sEMG control, and experiment , 2018 .
[29] Siheng Zhang,et al. Improving short-text representation in convolutional networks by dependency parsing , 2018, Knowledge and Information Systems.
[30] Deok-Hwan Kim,et al. sEMG Signal-Based Lower Limb Human Motion Detection Using a Top and Slope Feature Extraction Algorithm , 2017, IEEE Signal Processing Letters.
[31] Jun-Young Jung,et al. A Neural Network-Based Gait Phase Classification Method Using Sensors Equipped on Lower Limb Exoskeleton Robots , 2015, Sensors.
[32] Feng Liu,et al. Local linear Laplacian eigenmaps: A direct extension of LLE , 2016, Pattern Recognit. Lett..
[33] Huosheng Hu,et al. A gaussian groundplan projection area model for evolving probabilistic classifiers , 2011, GECCO '11.
[34] Gamini Dissanayake,et al. Muscle computer interfaces for driver distraction reduction , 2013, Comput. Methods Programs Biomed..
[35] J. Cavazos,et al. Electromyography‐based seizure detector: Preliminary results comparing a generalized tonic–clonic seizure detection algorithm to video‐EEG recordings , 2015, Epilepsia.