Concepedia

Fitness Tracking

Fitness Tracking is a methodological framework within the Wearable Internet of Things that enables the continuous monitoring, analysis, and interpretation of physiological and kinematic data to quantify physical activity and health-related metrics in real time.

237

Publications

14K

Citations

912

Authors

426

Institutions

Publications per year

2017–2026

174

Parents

Publications

237

Convolutional Neural Networks for Human Activity Recognition using Mobile Sensors

Ming Zeng, Le T. Nguyen, Bo Yu et al. · 2014 · 855 citations · Full text

, , +16

Using Fitness Trackers and Smartwatches to Measure Physical Activity in Research: Analysis of Consumer Wrist-Worn Wearables

André Henriksen, Martin Haugen Mikalsen, Ashenafi Zebene Woldaregay et al. · Journal of Medical Internet Research · 2018 · 554 citations · Full text

, , +16

Photoplethysmography-Based Heart Rate Monitoring in Physical Activities via Joint Sparse Spectrum Reconstruction

Zhilin Zhang · IEEE Transactions on Biomedical Engineering · 2015 · 380 citations · Full text

, , +16

Behavior Change Techniques Present in Wearable Activity Trackers: A Critical Analysis

Melissa Li, Lora Giangregorio, Catherine M. Burns et al. · JMIR mhealth and uhealth · 2016 · 338 citations · Full text

, , +17

Evaluating the Validity of Current Mainstream Wearable Devices in Fitness Tracking Under Various Physical Activities: Comparative Study

Junqing Xie, Dong Wen, Lizhong Liang et al. · JMIR mhealth and uhealth · 2018 · 317 citations · Full text

, , +16

1–5 of 237

Authors

912

  1. PW
    Paweł W. Woźniak

    Utrecht University, Netherlands

    5 publications · 268 citations

    5

    h-index

  2. JN
    Jasmin Niess

    University of Bremen, Germany

    5 publications · 268 citations

    5

    h-index

  3. DW
    Dong Wen

    Peking University, China

    3 publications · 387 citations

    3

    h-index

  4. YJ
    Yuxi Jia

    Jilin University, China

    3 publications · 387 citations

    3

    h-index

  5. LG
    Li Gao

    Peking University, China

    3 publications · 387 citations

    3

    h-index

1–5 of 912

Institutions

426

  1. University of Maryland, College Park

    College Park, United States

    5 h-index

    9 publications

    447 citations

  2. University of California, Irvine

    Irvine, United States

    5 h-index

    11 publications

    612 citations

  3. The University of Texas at Austin

    Austin, United States

    4 h-index

    9 publications

    328 citations

  4. University of Washington

    Seattle, United States

    4 h-index

    6 publications

    767 citations

  5. Ludwig-Maximilians-Universität München

    Munich, Germany

    4 h-index

    7 publications

    263 citations

  6. Utrecht University

    Utrecht, The Netherlands

    4 h-index

    6 publications

    214 citations

  7. Technische Universität Darmstadt

    Darmstadt, Germany

    4 h-index

    9 publications

    437 citations

  8. University of Michigan

    Ann Arbor, United States

    3 h-index

    5 publications

    390 citations

1–8 of 426

Venues

  1. JMIR mhealth and uhealth

    8 publications · 960 citations

    8

    h-index

  2. 7

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 180 citations

    5

    h-index

  4. 4

    h-index

  5. Journal of Medical Internet Research

    5 publications · 981 citations

    4

    h-index

1–5