A comprehensive comparison of machine learning approaches with hyper-parameter tuning for smartphone sensor-based human activity recognition

Author:

Ghate Vasundhara,Hemalatha C Sweetlin

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Industrial and Manufacturing Engineering,Mechanics of Materials,Electronic, Optical and Magnetic Materials

Reference24 articles.

1. Sensor-based abnormal human-activity detection;Yin;IEEE Trans. Knowl. Data Eng.,2008

2. A survey on human activity recognition using wearable sensors;Lara;IEEE Communications Surveys & Tutorials,2013

3. A systematic review of smartphone-based human activity recognition methods for health research;Straczkiewicz;NPJ Digital Medicine,2021

4. A study on human activity recognition using accelerometer data from smartphones;Bayat;Procedia Comput. Sci.,2014

5. Robust human activity recognition using smartphone sensors via CT-PCA and online SVM;Chen;IEEE Trans. Ind. Inf.,2017

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