A Comparative Study of the Effect of Sensor Noise on Activity Recognition Models

Communications in Computer and Information Science - Evolving Ambient Intelligence ◽

10.1007/978-3-319-04406-4_15 ◽

2013 ◽

pp. 151-162 ◽

Cited By ~ 2

Author(s):

Robert Ross ◽

John Kelleher

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Sensor Noise

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Sensor-Based Human Activity Recognition: A Comparative Study of Machine Learning Techniques

2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT) ◽

10.1109/icaict51780.2020.9333470 ◽

2020 ◽

Author(s):

Mohd. Salman Hossain Bhuiyan ◽

Nazmus Sakib Patwary ◽

Protap Kumar Saha ◽

Md. Tanvir Hossain

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Machine Learning Techniques ◽

Learning Techniques

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A Comparative Study on Machine Learning Classification Models for Activity Recognition

Journal of Information Technology & Software Engineering ◽

10.4172/2165-7866.1000209 ◽

2017 ◽

Vol 07 (04) ◽

Cited By ~ 7

Author(s):

Mohsen Nabian

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Activity Recognition ◽

Classification Models ◽

Machine Learning Classification

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A comparative study on human loco-motor activity recognition using wearable sensors

2019 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE) ◽

10.1109/iccceee46830.2019.9070840 ◽

2019 ◽

Author(s):

Amna Abdallah ◽

Rawan S. Abdulsadig ◽

Magdi Amien

Keyword(s):

Motor Activity ◽

Comparative Study ◽

Activity Recognition ◽

Wearable Sensors

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Activity Recognition in Surfing - A Comparative Study between Hidden Markov Model and Support Vector Machine

Procedia Engineering ◽

10.1016/j.proeng.2016.06.279 ◽

2016 ◽

Vol 147 ◽

pp. 912-917 ◽

Cited By ~ 6

Author(s):

Hannes Hoettinger ◽

Franziska Mally ◽

Anton Sabo

Keyword(s):

Support Vector Machine ◽

Comparative Study ◽

Markov Model ◽

Hidden Markov Model ◽

Activity Recognition ◽

Hidden Markov ◽

Support Vector

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Comparative study of machine learning algorithms for activity recognition with data sequence in home-like environment

2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) ◽

10.1109/mfi.2016.7849484 ◽

2016 ◽

Cited By ~ 3

Author(s):

Xiuyi Fan ◽

Huiguo Zhang ◽

Cyril Leung ◽

Chunyan Miao

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Activity Recognition ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Data Sequence

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A Comparative Study on Missing Data Handling Using Machine Learning for Human Activity Recognition

2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) ◽

10.1109/iciev.2019.8858520 ◽

2019 ◽

Author(s):

Tahera Hossain ◽

Sozo Inoue

Keyword(s):

Machine Learning ◽

Missing Data ◽

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Data Handling

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Comparative Study of Classifiers on Human Activity Recognition by Different Feature Engineering Techniques

2020 IEEE 10th International Conference on Intelligent Systems (IS) ◽

10.1109/is48319.2020.9199934 ◽

2020 ◽

Author(s):

Mahbuba Tasmin ◽

Taoseef Ishtiak ◽

Sharif Uddin Ruman ◽

Arif Ur Rahaman Chowdhury Suhan ◽

N.M. Shihab Islam ◽

...

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Feature Engineering

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A Comparative Study of Fuzzy Conditional Random Fields for Bathroom Activity Recognition

Advanced Science Letters ◽

10.1166/asl.2012.3831 ◽

2012 ◽

Vol 13 (1) ◽

pp. 427-430 ◽

Cited By ~ 1

Author(s):

Po-Chuan Cho ◽

Wen-Hui Chen ◽

Shen-Ing Liu

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Random Fields ◽

Conditional Random Fields

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Comparative Study of Computational Techniques for Smartphone Based Human Activity Recognition

Lecture Notes in Electrical Engineering - Applications of Artificial Intelligence and Machine Learning ◽

10.1007/978-981-16-3067-5_32 ◽

2021 ◽

pp. 427-439

Author(s):

Kiran Chawla ◽

Chandra Prakash ◽

Aakash Chawla

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Computational Techniques

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A Comparative Study of Various Human Activity Recognition Approaches

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1131/1/012004 ◽

2021 ◽

Vol 1131 (1) ◽

pp. 012004

Author(s):

Dhruv Goel ◽

Rahul Pradhan

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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