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For: Pires IM, Marques G, Garcia NM, Flórez-revuelta F, Canavarro Teixeira M, Zdravevski E, Spinsante S, Coimbra M. Pattern Recognition Techniques for the Identification of Activities of Daily Living Using a Mobile Device Accelerometer. Electronics 2020;9:509. [DOI: 10.3390/electronics9030509] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Number Cited by Other Article(s)
1
Bernaś M, Płaczek B, Lewandowski M. Ensemble of RNN Classifiers for Activity Detection Using a Smartphone and Supporting Nodes. SENSORS (BASEL, SWITZERLAND) 2022;22:9451. [PMID: 36502154 PMCID: PMC9739648 DOI: 10.3390/s22239451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 11/27/2022] [Accepted: 12/01/2022] [Indexed: 06/17/2023]
2
Huggins CJ, Clarke R, Abasolo D, Gil-Rey E, Tobias JH, Deere K, Allison SJ. Machine Learning Models for Weight-Bearing Activity Type Recognition Based on Accelerometry in Postmenopausal Women. SENSORS (BASEL, SWITZERLAND) 2022;22:9176. [PMID: 36501877 PMCID: PMC9740741 DOI: 10.3390/s22239176] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 11/22/2022] [Accepted: 11/23/2022] [Indexed: 06/17/2023]
3
Yadav SK, Luthra A, Tiwari K, Pandey HM, Akbar SA. ARFDNet: An efficient activity recognition & fall detection system using latent feature pooling. Knowl Based Syst 2022. [DOI: 10.1016/j.knosys.2021.107948] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
4
Straczkiewicz M, James P, Onnela JP. A systematic review of smartphone-based human activity recognition methods for health research. NPJ Digit Med 2021;4:148. [PMID: 34663863 PMCID: PMC8523707 DOI: 10.1038/s41746-021-00514-4] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 09/13/2021] [Indexed: 11/20/2022]  Open
5
Bai C, Chen YP, Wolach A, Anthony L, Mardini MT. Using Smartwatches to Detect Face Touching. SENSORS 2021;21:s21196528. [PMID: 34640848 PMCID: PMC8513006 DOI: 10.3390/s21196528] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 09/24/2021] [Accepted: 09/28/2021] [Indexed: 12/23/2022]
6
Pires IM, Hussain F, Marques G, Garcia NM. Comparison of machine learning techniques for the identification of human activities from inertial sensors available in a mobile device after the application of data imputation techniques. Comput Biol Med 2021;135:104638. [PMID: 34256257 DOI: 10.1016/j.compbiomed.2021.104638] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 06/29/2021] [Accepted: 07/05/2021] [Indexed: 11/25/2022]
7
Zhang Y, D’Haeseleer I, Coelho J, Vanden Abeele V, Vanrumste B. Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations. SENSORS 2021;21:s21062176. [PMID: 33804626 PMCID: PMC8003704 DOI: 10.3390/s21062176] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 03/10/2021] [Accepted: 03/17/2021] [Indexed: 11/16/2022]
8
Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or Hand. SENSORS 2020;20:s20226559. [PMID: 33212894 PMCID: PMC7698351 DOI: 10.3390/s20226559] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 10/18/2020] [Accepted: 11/05/2020] [Indexed: 11/17/2022]
9
Homogeneous Data Normalization and Deep Learning: A Case Study in Human Activity Classification. FUTURE INTERNET 2020. [DOI: 10.3390/fi12110194] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]  Open
10
Ponciano V, Pires IM, Ribeiro FR, Garcia NM. Data acquisition of timed-up and go test with older adults: accelerometer, magnetometer, electrocardiography and electroencephalography sensors' data. Data Brief 2020;32:106306. [PMID: 32984486 PMCID: PMC7498745 DOI: 10.1016/j.dib.2020.106306] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 09/03/2020] [Accepted: 09/08/2020] [Indexed: 11/29/2022]  Open
11
Improving Human Activity Monitoring by Imputation of Missing Sensory Data: Experimental Study. FUTURE INTERNET 2020. [DOI: 10.3390/fi12090155] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]  Open
12
Machine Learning-Based Activity Pattern Classification Using Personal PM2.5 Exposure Information. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020;17:ijerph17186573. [PMID: 32917004 PMCID: PMC7559092 DOI: 10.3390/ijerph17186573] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/28/2020] [Accepted: 09/02/2020] [Indexed: 11/17/2022]
13
Analysis of the Results of Heel-Rise Test with Sensors: A Systematic Review. ELECTRONICS 2020. [DOI: 10.3390/electronics9071154] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
14
Identification of Activities of Daily Living through Artificial Intelligence: an accelerometry-based approach. ACTA ACUST UNITED AC 2020. [DOI: 10.1016/j.procs.2020.07.044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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