Review ArticleOpen accessIn the keywordsHuman Activity Prediction Studies Using Wearable Sensors and Machine LearningDivya Sharma, Usha ChauhanNowadays, Human Activity Recognition (HAR) systems have become so demanding that they find applications in the field of assisted living systems, elderly healthcare systems, smart homes, healthcare monitoring applications, surveillance systems, etc. Due to its increasing demand in computer science; machine learning and deep learning have brought a paradigm shift in the area of sensor-based recognition systems. Providing accurate information … …Journal of Computer Science, Vol. 20, Issue 4 · 14 Feb 2024 · 7,201 accessesView PDFCite
Research ArticleOpen accessIn the abstractEnsemble Feature Selection for Elderly Health Condition ClassificationRattanawadee PanthongFeature selection is a pivotal technique for constructing classification models with high-dimensional data. It facilitates the identification and elimination of redundant or irrelevant features, thereby reducing model complexity and enhancing predictive accuracy. The success of a classification model largely depends on the quality of the selected features. Accordingly, feature selection is performed during data preparation, prior to data processing, to … …Journal of Computer Science, Vol. 22, Issue 8 · 31 Aug 2026 · 774 accessesView PDFCite
Research ArticleOpen accessIn the abstractData Warehouse System to Support Condition Health Care of ElderlyRattanawadee PanthongMaeka Health Promotion Hospital conducts a survey on health conditions and collects the data involving activities or organization operations each year, particularly, the data on the elderly health care having too much. This might lead to difficulties in searching and analyzing the information. To solve this problem, it is essential to rely on tools and information technology in making a … …Journal of Computer Science, Vol. 20, Issue 12 · 27 Oct 2024 · 4,354 accessesView PDFCite
Research ArticleOpen accessIn the abstractInsights into the Impact of Implementing a Smart House on Special Needs People in the UAEAhmad ShubitaOne of the benefits of smart houses is empowering the special needs in their daily life. There is clear effort in helping special needs live independently yet it’s not widely implemented in the UAE. This study aimed to give insight into the efforts of supporting their daily activities regarding health, security and time-efficiency. It investigated and identified the impact of … …Journal of Computer Science, Vol. 15, Issue 10 · 25 Oct 2019 · 7,332 accessesView PDFCite
Research ArticleOpen accessIn the abstractDaily Living Activities of Home-Bound Elderly in a Northern Thai Suburban CommunitySupawadee Putthinoi, Suchitporn Lersilp, Nopasit ChakpitakThe world including Thailand is facing up to a rapidly growing ageing population. In order to reduce the need of care for elderly people, they must be enabled to carry out basic activities at home, which are associated with safe and independent daily living. The purpose of this study was to examine the ability of elderly people in performing their … …American Journal of Applied Sciences, Vol. 13, Issue 11 · 13 Nov 2016 · 7,457 accessesView PDFCite