Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables

29 April 2016

Papers citing "Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables"

50 / 154 papers shown

Title
A deep learning approach for lower back-pain risk prediction during manual lifting K. Snyder Thomas Brennan Ming-Lun Lu Rashmi Jha Menekse S. Barim Marie Hayden D. Werren HAI 29 15 0 20 Mar 2020
Human Activity Recognition from Wearable Sensor Data Using Self-Attention Saif Mahmud M. T. H. Tonmoy K. Bhaumik A. Rahman M. A. Amin M. Shoyaib Muhammad Asif Hossain Khan A. Ali HAI 84 88 0 17 Mar 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 99 643 0 21 Jan 2020
A Closer Look at Mobile App Usage as a Persistent Biometric: A Small Case Study M. A. Noor G. Kaptan V. Cherukupally P. Gera T. Neal 14 0 0 25 Dec 2019
edBB: Biometrics and Behavior for Assessing Remote Education J. Hernandez-Ortega Roberto Daza Aythami Morales Julian Fierrez J. Ortega-Garcia 63 34 0 10 Dec 2019
rIoT: Enabling Seamless Context-Aware Automation in the Internet of Things Jie Hua Chenguang Liu T. Kalbarczyk Catherine Wright G. Roman Christine Julien 25 5 0 01 Nov 2019
Pushing the limits of RNN Compression Urmish Thakker Igor Fedorov Jesse G. Beu Dibakar Gope Chu Zhou Ganesh S. Dasika Matthew Mattina 56 13 0 04 Oct 2019
An active smartphone authentication method based on daily cyclical activity Chunmin Mi Runjie Xu Ching-Torng Lin R. Meng 13 0 0 30 Aug 2019
Multi-Modal Recognition of Worker Activity for Human-Centered Intelligent Manufacturing Wenjin Tao M. C. Leu Zhaozheng Yin HAI 32 39 0 20 Aug 2019
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 149 277 0 27 Jul 2019
MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning Peiye Liu Bo Wu Huadong Ma Mingoo Seok 71 6 0 22 Jul 2019
Run-Time Efficient RNN Compression for Inference on Edge Devices Urmish Thakker Jesse G. Beu Dibakar Gope Ganesh S. Dasika Matthew Mattina 72 19 0 12 Jun 2019
Compressing RNNs for IoT devices by 15-38x using Kronecker Products Urmish Thakker Jesse G. Beu Dibakar Gope Chu Zhou Igor Fedorov Ganesh S. Dasika Matthew Mattina 106 36 0 07 Jun 2019
SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks Alireza Abedin Varamin S. Hamid Rezatofighi Javen Qinfeng Shi Damith C. Ranasinghe 73 21 0 06 Jun 2019
Multi-agent Attentional Activity Recognition Kaixuan Chen Lina Yao Dalin Zhang Bin Guo Zhiwen Yu 47 34 0 22 May 2019
Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series Zahra Ebrahimzadeh Min Zheng Selcuk Karakas Samantha Kleinberg AI4TS 60 8 0 16 May 2019
Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach H. D. Nguyen K. Tran X. Zeng L. Koehl G. Tartare 20 20 0 09 May 2019
Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning Jann Goschenhofer Franz MJ Pfister K. Yuksel B. Bischl U. Fietzek Janek Thomas OOD 44 20 0 24 Apr 2019
Learning Bodily and Temporal Attention in Protective Movement Behavior Detection Chongyang Wang Min Peng Temitayo A. Olugbade Nicholas D. Lane A. Williams N. Bianchi-Berthouze 37 13 0 24 Apr 2019
Identifying cross country skiing techniques using power meters in ski poles Moa Johansson Marie Korneliusson N. Lawrence 20 4 0 23 Apr 2019
Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey Basheer Qolomany Ala I. Al-Fuqaha Ajay K. Gupta D. Benhaddou Safaa Alwajidi Junaid Qadir A. Fong AI4CE 31 2 0 01 Apr 2019
Few-Shot Learning-Based Human Activity Recognition Siwei Feng Marco F. Duarte 50 71 0 25 Mar 2019
Asymmetric Residual Neural Network for Accurate Human Activity Recognition J. Long Wuqing Sun Zhan Yang Osolo Ian Raymond HAI 57 21 0 13 Mar 2019
Chronic-Pain Protective Behavior Detection with Deep Learning Chongyang Wang Temitayo A. Olugbade Akhil Mathur A. Williams Nicholas D. Lane N. Bianchi-Berthouze 33 6 0 24 Feb 2019
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers Yan Gao Yang Long Yu Guan A. Basu J. Baggaley T. Plötz 49 46 0 21 Feb 2019
Automatic Detection of Reflective Thinking in Mathematical Problem Solving based on Unconstrained Bodily Exploration Temitayo A. Olugbade Joseph W. Newbold Rose M. G. Johnson Erica Volta Paolo Alborno Radoslaw Niewiadomski M. Dillon G. Volpe N. Bianchi-Berthouze 35 12 0 18 Dec 2018
Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE Santhosh Kelathodi Kumaran D. P. Dogra P. Roy Adway Mitra 36 17 0 18 Dec 2018
Real Time 3D Indoor Human Image Capturing Based on FMCW Radar Hanqing Guo Yi Yu Wenjun Shi Saeed AlQarni Shaoen Wu 34 5 0 08 Dec 2018
Wearable affect and stress recognition: A review P. Schmidt Attila Reiss Robert Durichen Kristof Van Laerhoven 27 56 0 21 Nov 2018
Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables Alireza Abedin Varamin Ehsan Abbasnejad Javen Qinfeng Shi Damith C. Ranasinghe S. Hamid Rezatofighi BDL HAI 80 43 0 20 Nov 2018
Deep Learning-Based Gait Recognition Using Smartphones in the Wild Qin Zou Yanling Wang Qian Wang Yi Zhao Qingquan Li CVBM 102 207 0 01 Nov 2018
Semi-unsupervised Learning of Human Activity using Deep Generative Models M. Willetts Aiden Doherty Stephen J. Roberts Chris Holmes 37 3 0 29 Oct 2018
Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention Mingzhi Zeng Haoxiang Gao Tong Yu Ole J. Mengshoel H. Langseth Ian Lane Xiaobing Liu HAI 81 170 0 07 Oct 2018
Human activity recognition based on time series analysis using U-Net Yong Zhang Yu Zhang Zhao Zhang Jie Bao Yunpeng Song HAI 53 38 0 20 Sep 2018
Learning behavioral context recognition with multi-stream temporal convolutional networks Aaqib Saeed T. Ozcelebi S. Trajanovski J. Lukkien HAI 16 10 0 27 Aug 2018
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors Hiroki Ohashi Mohammad Al-Naser Sheraz Ahmed Katsuyuki Nakamura Takuto Sato Andreas Dengel 29 24 0 02 Aug 2018
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition Zhan Yang Osolo Ian Raymond Chengyuan Zhang Ying Wan J. Long CVBM 74 36 0 31 Jul 2018
Stochastic Gradient Descent with Hyperbolic-Tangent Decay on Classification B. Hsueh Wei Li I-Chen Wu 25 23 0 05 Jun 2018
On Attention Models for Human Activity Recognition Vishvak Murahari T. Plötz HAI 64 145 0 19 May 2018
Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks L. Granovsky Gabi Shalev Nancy Yacovzada Yotam Frank Shai Fine 20 14 0 22 Feb 2018
Learning Attribute Representation for Human Activity Recognition Fernando Moya Rueda G. Fink 50 30 0 02 Feb 2018
Semi-Supervised Convolutional Neural Networks for Human Activity Recognition Mingzhi Zeng Tong Yu Tianlin Li Le T. Nguyen Ole J. Mengshoel Ian Lane SSL HAI 75 63 0 22 Jan 2018
BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT Devices using RNNs Jagmohan Chauhan Suranga Seneviratne Yining Hu Archan Misra Aruna Seneviratne Youngki Lee HAI 27 2 0 22 Sep 2017
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders N. M. Rad S. M. Kia Calogero Zarbo Twan van Laarhoven Giuseppe Jurman Paola Venuti E. Marchiori Cesare Furlanello 36 72 0 14 Sep 2017
Recognizing Abnormal Heart Sounds Using Deep Learning Jonathan Rubin Rui Abreu Anurag Ganguli S. Nelaturi Ion Matei K. Sricharan 45 85 0 14 Jul 2017
Deep Learning for Sensor-based Activity Recognition: A Survey Jindong Wang Yiqiang Chen Shuji Hao Xiaohui Peng Lisha Hu HAI 72 1,641 0 12 Jul 2017
Cross-Country Skiing Gears Classification using Deep Learning Aliaa Rassem M. El-Beltagy Mohamed Saleh BDL 20 15 0 27 Jun 2017
Session Analysis using Plan Recognition Reuth Mirsky Y. Gal David Tolpin 28 6 0 20 Jun 2017
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables Yu Guan T. Plötz HAI 72 465 0 28 Mar 2017
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Guokun Lai Wei-Cheng Chang Yiming Yang Hanxiao Liu BDL AI4TS 117 2,050 0 21 Mar 2017