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An Automatic User-adapted Physical Activity Classification Method Using Smartphones

https://doi.org/10.1109/tbme.2016.2573045

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine

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U-Healthcare System: State-of-the-Art Review and Challenges

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Better Physical Activity Classification using Smartphone Acceleration Sensor

inferredcites →https://doi.org/10.1016/j.camwa.2013.08.026openalex-snapshot

Vectorized OpenCL implementation of numerical integration for higher order finite elements

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Smart watch accelerometry for analysis and diagnosis of tremor

inferredcites →https://doi.org/10.1049/htl.2014.0091openalex-snapshot

Preliminary study on activity monitoring using an android smart‐watch

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A new approach in the BCI research based on fractal dimension as feature and Adaboost as classifier

inferredcites →https://doi.org/10.1109/icassp.2013.6638132openalex-snapshot

Accelerating computer vision algorithms using OpenCL framework on the mobile GPU - A case study

inferredcites →https://doi.org/10.1109/icsmc.2010.5641790openalex-snapshot

A naturalistic 3D acceleration-based activity dataset & benchmark evaluations

inferredcites →https://doi.org/10.1109/ie.2013.37openalex-snapshot

Recognition of Activities of Daily Living for Smart Home Environments

inferredcites →https://doi.org/10.1109/iembs.2005.1616447openalex-snapshot

Adaboost and Support Vector Machines for White Matter Lesion Segmentation in MR Images

inferredcites →https://doi.org/10.1109/iembs.2008.4650199openalex-snapshot

Advancing from offline to online activity recognition with wearable sensors

inferredcites →https://doi.org/10.1109/iembs.2011.6090611openalex-snapshot

Design of a wearable physical activity monitoring system using mobile phones and accelerometers

inferredcites →https://doi.org/10.1109/iembs.2011.6091360openalex-snapshot

Introducing a modular activity monitoring system

inferredcites →https://doi.org/10.1109/tce.2014.6851999openalex-snapshot

Design of OpenCL framework for embedded multi-core processors

inferredcites →https://doi.org/10.1109/tsp.2013.6614027openalex-snapshot

Human activity recognition on raw sensor data via sparse approximation

inferredcites →https://doi.org/10.1145/1107548.1107591openalex-snapshot

Analyzing features for activity recognition

inferredcites →https://doi.org/10.1145/1409635.1409637openalex-snapshot

Accurate activity recognition in a home setting

inferredcites →https://doi.org/10.1145/1964897.1964918openalex-snapshot

Activity recognition using cell phone accelerometers

inferredcites →https://doi.org/10.1145/2141622.2141637openalex-snapshot

Towards global aerobic activity monitoring

inferredcites →https://doi.org/10.1145/2413097.2413148openalex-snapshot

Creating and benchmarking a new dataset for physical activity monitoring

inferredcites →https://doi.org/10.1145/2629633openalex-snapshot

Wearables

inferredcites →https://doi.org/10.1152/japplphysiol.00094.2008openalex-snapshot

Assessment of physical activity in youth

inferredcites →https://doi.org/10.1155/2013/481580openalex-snapshot

Physical Activity Recognition Utilizing the Built-In Kinematic Sensors of a Smartphone

inferredcites →https://doi.org/10.2165/00007256-200232120-00004openalex-snapshot

Utility of Pedometers for Assessing Physical Activity

inferredcites →https://doi.org/10.2196/jmir.2208openalex-snapshot

Classification Accuracies of Physical Activities Using Smartphone Motion Sensors

inferredcites →https://doi.org/10.2196/jmir.2470openalex-snapshot

Comparison of Physical Activity Measures Using Mobile Phone-Based CalFit and Actigraph

inferredcites →https://doi.org/10.3390/s130405317openalex-snapshot

Classification of Sporting Activities Using Smartphone Accelerometers

inferredcites →https://doi.org/10.4108/icst.pervasivehealth.2011.245966openalex-snapshot

Continuous Functional Activity Monitoring Based on Wearable Tri-axial Accelerometer and Gyroscope

inferredcites →https://doi.org/10.4108/icst.pervasivehealth.2013.251928openalex-snapshot

Towards Robust Activity Recognition for Everyday Life: Methods and Evaluation

inferredcites →https://doi.org/10.4258/hir.2011.17.1.76openalex-snapshot

Integrated Solution for Physical Activity Monitoring Based on Mobile Phone and PC

inferredcites →https://doi.org/10.4258/hir.2014.20.1.69openalex-snapshot

Lifelog Agent for Human Activity Pattern Analysis on Health Avatar Platform

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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ConvAE-LSTM: Convolutional Autoencoder Long Short-Term Memory Network for Smartphone-Based Human Activity Recognition

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Android Library for Recognition of Activities of Daily Living: Implementation Considerations, Challenges, and Solutions

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