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Article
Open AccessSemantic representation and comparative analysis of physical activity sensor observations using MOX2-5 sensor in real and synthetic datasets: a proof-of-concept-study
The widespread use of devices like mobile phones and wearables allows for automatic monitoring of human daily activities, generating vast datasets that offer insights into long-term human behavior. A structure...
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Chapter and Conference Paper
A Perspective on Intervention Approaches for Children with Autism Spectrum Disorder
Autism spectrum disorder (ASD) is a neurodevelopmental disorder that affects 1 in 160 children globally. Autism is characterised by abnormalities in communication, social interactions and behavioural challenge...
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Chapter and Conference Paper
A Statistical Study to Analyze the Impact of External Weather Change on Chronic Pulmonary Infection in South Norway with Machine Learning Algorithms
In this paper, we analyzed the holistic impact of external weather on chronic pulmonary infection in the Agder region with traditional machine learning algorithms. Millions of people are diagnosed with Chronic...
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Chapter and Conference Paper
Comparing Performance of Ensemble-Based Machine Learning Algorithms to Identify Potential Obesity Risk Factors from Public Health Datasets
Societal factors such as globalization, supermarket growth, rapid unplanned urbanization, sedentary lifestyle, economical distribution, and social position gradually develop behavioral risk factors in humans. ...
