Search Results

Development and Validation of Accelerometer-Based Machine Learning Models for Classifying Walking, Running, and Jumping Activities.

• Authors : Veras, Lucas^1,2 (AUTHOR) ; Diniz-Sousa, Florêncio^1,2 (AUTHOR); Boppre, Giorjines^1,2,3,4 (AUTHOR)

• Source: Sensors (14248220). May2026, Vol. 26 Issue 9, p2810. 14p.

Record details

Placement-Dependent Accuracy of a Smartphone-Based Sensor Application Compared to an Accelerometer-Based System for Measuring Physical Activity in Healthy Adults: A Validation Study.

• Authors : Garval, Mette^1,2 (AUTHOR); Pedersen, Louise^2,3 (AUTHOR) ; Pedersen, Lars M.³ (AUTHOR)

• Source: Sensors (14248220). Apr2026, Vol. 26 Issue 7, p2033. 23p.

Record details

Differentiating Human Falls from Daily Activities Using Machine Learning Methods Based on Accelerometer and Altimeter Sensor Fusion Feature Engineering.

• Authors : Jurčić, Krunoslav¹ (AUTHOR) ; Magjarević, Ratko¹ (AUTHOR)

• Source: Sensors (14248220). Dec2025, Vol. 25 Issue 23, p7220. 21p.

Record details

The effectiveness of simple heuristic features in sensor orientation and placement problems in human activity recognition using a single smartphone accelerometer

• Authors : Arnab Barua; Xianta Jiang; Daniel Fuller

Subjects: 1D-CNN–LSTM; Metabolic Equivalent of Tasks; Accelerometer sensor

• Source: BioMedical Engineering OnLine, Vol 23, Iss 1, Pp 1-30 (2024)

Record details

Impact of Sensor-Axis Combinations on Machine Learning Accuracy for Human Activity Recognition Using Accelerometer Data in Clinical Settings

• Authors : Takahiro Yamane; Moeka Kimura; Mizuki Morita

Subjects: wearable devices; machine learning; human activity recognition

• Source: Physical Activity and Health, Vol 9, Iss 1, Pp 95–109-95–109 (2025)

Record details

A hybrid deep approach to recognizing student activity and monitoring health physique based on accelerometer data from smartphones

• Authors : Lei Xiao; Kangrong Luo; Juntong Liu

Subjects: Human activity recognition; Student activity analysis; Sensor-based models

• Source: Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)

Record details

Posture transition analysis with barometers: contribution to accelerometer-based algorithms

• Authors : Rodríguez Martín, Daniel Manuel; Samà Monsonís, Albert; Pérez López, Carlos ...

Subjects: Accelerometer; Àrees temàtiques de la UPC::Enginyeria biomèdica::Aparells mèdics; 03 medical and health sciences

• Source: UPCommons. Portal del coneixement obert de la UPCUniversitat Politècnica de Catalunya (UPC)

Record details

Effect of Equipment on the Accuracy of Accelerometer-Based Human Activity Recognition in Extreme Environments.

• Authors : Ward, Stephen¹ (AUTHOR); Hu, Sijung¹ (AUTHOR); Zecca, Massimiliano¹ (AUTHOR)

• Source: Sensors (14248220). Feb2023, Vol. 23 Issue 3, p1416. 18p.

Record details

Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition.

• Authors : Bento, Nuno¹ (AUTHOR) ; Rebelo, Joana¹ (AUTHOR); Carreiro, André V.¹ (AUTHOR)

• Source: Sensors (14248220). Jul2023, Vol. 23 Issue 14, p6511. 12p.

Record details

Deep Learning Models for Recognizing the Simple Human Activities Using Smartphone Accelerometer Sensor.

• Authors : Kumar, Prabhat¹ (AUTHOR) ; Suresh, S.¹ (AUTHOR)

• Source: IETE Journal of Research. Aug2023, Vol. 69 Issue 8, p5148-5158. 11p.

Record details