AIMC Topic: Computers, Handheld
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Stakeholder acceptance of a robot-assisted social training scenario for autistic children compared to a tablet-computer-based approach.
Scientific reports
Apr 2, 2025
Recent studies indicate the potential benefits of robot-assisted therapy (RAT) for children on the autism spectrum (AS), yet acceptance among stakeholders remains unclear due to methodological shortcomings in existing research. This study evaluates s...
Estimation of Shoulder Joint Rotation Angle Using Tablet Device and Pose Estimation Artificial Intelligence Model.
Sensors (Basel, Switzerland)
May 2, 2024
Traditionally, angle measurements have been performed using a goniometer, but the complex motion of shoulder movement has made these measurements intricate. The angle of rotation of the shoulder is particularly difficult to measure from an upright po...
AMDDLmodel: Android smartphones malware detection using deep learning model.
PloS one
Jan 19, 2024
Android is the most popular operating system of the latest mobile smart devices. With this operating system, many Android applications have been developed and become an essential part of our daily lives. Unfortunately, different kinds of Android malw...
Home monitoring with connected mobile devices for asthma attack prediction with machine learning.
Scientific data
Jun 8, 2023
Monitoring asthma is essential for self-management. However, traditional monitoring methods require high levels of active engagement, and some patients may find this tedious. Passive monitoring with mobile-health devices, especially when combined wit...
Developing Low-Cost Mobile Device and Apps for Accurate Skin Spectrum Measurement via Low-Cost Spectrum Sensors and Deep Neural Network Technology.
Sensors (Basel, Switzerland)
Nov 15, 2022
In recent years, skin spectral information has been gradually applied in various fields, such as the cosmetics industry and clinical medicine. However, the high price and the huge size of the skin spectrum measurement device make the related applicat...
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity.
IEEE transactions on pattern analysis and machine intelligence
Sep 14, 2022
It is appealing but challenging to achieve real-time deep neural network (DNN) inference on mobile devices, because even the powerful modern mobile devices are considered as "resource-constrained" when executing large-scale DNNs. It necessitates the ...
The Impact of Wireless Network Mobile Devices on College Students' Labour Concept Education in Artificial Intelligence Environment.
Computational intelligence and neuroscience
Mar 26, 2022
To cultivate correct labour values and good labour quality of college students and effectively promote the development of their labour concept education, this work explores the impact of wireless network mobile devices on college students' labour con...
SiamMixer: A Lightweight and Hardware-Friendly Visual Object-Tracking Network.
Sensors (Basel, Switzerland)
Feb 18, 2022
Siamese networks have been extensively studied in recent years. Most of the previous research focuses on improving accuracy, while merely a few recognize the necessity of reducing parameter redundancy and computation load. Even less work has been don...
Evaluations of Deep Learning Approaches for Glaucoma Screening Using Retinal Images from Mobile Device.
Sensors (Basel, Switzerland)
Feb 14, 2022
Glaucoma is a silent disease that leads to vision loss or irreversible blindness. Current deep learning methods can help glaucoma screening by extending it to larger populations using retinal images. Low-cost lenses attached to mobile devices can inc...
Deep Learning Approaches for Continuous Authentication Based on Activity Patterns Using Mobile Sensing.
Sensors (Basel, Switzerland)
Nov 12, 2021
Smartphones as ubiquitous gadgets are rapidly becoming more intelligent and context-aware as sensing, networking, and processing capabilities advance. These devices provide users with a comprehensive platform to undertake activities such as socializi...
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