Activity recognition using context-aware infrastructure ontology in smart home domain [PDF]
, 2012 Nowadays, activity recognition has been proposed in several researches. It is attractive to improve the ability of the activity recognition system because existing research on activity recognition systems still have an error in an ambiguous cases.
Lim, Azman Osman +11 more
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Sensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets
IEEE Access, 2022 The main objective of sensor-based human activity recognition (HAR) is to classify predefined human physical activities with multichannel signals acquired from wearable sensors.
Minjung Lee, Seoung Bum Kim
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The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey
Sensors, 2022 Human activity recognition (HAR) has become an intensive research topic in the past decade because of the pervasive user scenarios and the overwhelming development of advanced algorithms and novel sensing approaches.
Sizhen Bian +3 more
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Human Activity Recognition through Weighted Finite Automata
Proceedings, 2018 This work addresses the problem of human activity identification in an ubiquitous environment, where data is collected from a wide variety of sources.
Sergio Salomón, Cristina Tîrnăucă
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Zero-Shot Human Activity Recognition Using Non-Visual Sensors
Sensors, 2020 Due to significant advances in sensor technology, studies towards activity recognition have gained interest and maturity in the last few years. Existing machine learning algorithms have demonstrated promising results by classifying activities whose ...
Fadi Al Machot +2 more
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A survey on wearable sensor modality centred human activity recognition in health care [PDF]
, 2019 Increased life expectancy coupled with declining birth rates is leading to an aging population structure. Aging-caused changes, such as physical or cognitive decline, could affect people's quality of life, result in injuries, mental health or the lack of
Wang, Y +5 more
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Human Physical Activity Recognition Using Smartphone Sensors
Sensors, 2019 Because the number of elderly people is predicted to increase quickly in the upcoming years, “aging in place„ (which refers to living at home regardless of age and other factors) is becoming an important topic in the area of ambient assisted ...
Robert-Andrei Voicu +3 more
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Machine Learning Prediction of Human Activity Recognition
Ethiopian Journal of Science and Sustainable Development, 2019 Wearable computation is getting integrated into our daily life. It has got wide acceptance due to their small sizes, and reasonable computation power.
Getinet Yilam, Dileep Kumar
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Multi-Camera-Based Human Activity Recognition for Human–Robot Collaboration in Construction
Sensors, 2023 As the use of construction robots continues to increase, ensuring safety and productivity while working alongside human workers becomes crucial. To prevent collisions, robots must recognize human behavior in close proximity. However, single, or RGB-depth
Youjin Jang +5 more
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Activity theory: A framework for analysing intercultural academic activity [PDF]
, 2010 This article suggests that Activity Theory (AT) can be applied as a holistic framework to analyse the complex sociocultural issues that arise when academics wish to engage in collaborative activity across institutional and cultural boundaries.
Barnard, Roger, 2245
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