Parkinson’s disease (PD) has become widespread these days all over the world. PD affects nervous system of human and also a lot body parts that are connected via nerves. In order to make classification for people who suffer from do not disease, an advanced model called Bayesian Optimization-Support Vector Machine (BO-SVM) is presented in this paper making process. Optimization (BO) hyperparameter tuning technique optimizing hyperparameters machine learning models obtain better accuracy....

Soil erosion, the degradation of earth’s surface through removal soil particles, occurs in three phases: dislocation, transport, and deposition. Factors such as type, assembly, infiltration, land cover influence velocity erosion. erosion can result loss some areas deposition others. In this paper, we proposed Random Search-Random Forest (RS-RF) model, which combines random search optimization with algorithm, for prediction. This model helps to better understand predict dynamics, supporting...

Forecasting is defined as the process of estimating change in uncertain situations. One most vital aspects many applications temperature forecasting. Using Daily Delhi Climate Dataset, we utilize time series forecasting techniques to examine predictability temperature. In this paper, a hybrid model based on combination Wavelet Decomposition (WD) and Seasonal Auto-Regressive Integrated Moving Average with Exogenous Variables (SARIMAX) was created accomplish accurate for Delhi, India. The...

Abstract Educational Data Mining (EDM) has recently received significant attention, leading to the development of various (DM) methodologies for extracting hidden knowledge within educational data. This is crucial enhancing teaching methods and improving student learning experiences, ultimately contributing better performance overall outcomes. Students confront difficulties in selecting appropriate courses suitable departments, which regarded as most important factor avoiding career failure....

Background/Objectives: Oral hygiene is crucial to preventing dental caries. However, many preschool children fail maintain proper oral practices due a lack of assistance from parents and dentists because tooth brushing seems too lengthy tedious. The goal this article design gamified mobile application called "GoGo Brush" that will appeal Arab preschoolers verify its effectiveness in enhancing their condition parents' knowledge. Methods: There were two groups: study...

This study addresses the vast amount of information held by banking sector, especially regarding opportunities in tourism development, production, and large residential projects. With advancements technology databases, data mining has become essential for banks to optimally utilize available data. From January 2023 July 2024, from Egyptian Arab Land Bank (EALB) were analyzed using techniques, including rough set theory Weka version 3.0 program. The aim was identify potential units targeted...

Research has increased notably in vision-based automatic sign language recognition (ASLR). However, there been little attention given to building a uniform platform for these purposes. Sign (SL) includes not only static hand gestures, finger spelling, motions (which are called manual signs "MS") but also facial expressions, lip reading, and body non-manual "NMS"). Building up database (DB) that both MS NMS is the main first step any SL task. In addition this, Arabic Language (ArSL) no...

Depression and anxiety are prevalent mental health issues addressed by online cognitive behavioral therapy (CBT) via mobile applications. This study introduces Sokoon, a gamified CBT app tailored for Arabic individuals, focusing on alleviating depression symptoms (DASDs).

The World Health Organization (WHO) estimates that depression, anxiety, and stress disorders (DASDs) are prevalent worldwide, resulting in the loss of 13 million years life trillions dollars economic annually. Mobile-based health (M-health) interventions can employ mental such as cognitive behavioral therapy (CBT) for adolescents worldwide. Arab youth who struggle with DASDs do not tend to engage therapies, but gamification modularization have potential boost their appeal. authors selected...

Leveraging Technology for the Wellbeing of Individuals With Autism Spectrum Disorder and Their Families During Covid-19

Game-based learning has promoted the value of instruction procedures in schools as it's becoming more widely recognized effective educational tools. This paper presents a proposed game that teaches Arabic children complex subject an easy to understand, safe and simplified way -- how manage crises disasters. We called Crises & Disaster Management Game (CDMG). CDMG also provides basic training for critical situations management. The was piloted focus group consisting twelve students...

The ability to detect and localize the human eye is critical for use in security applications identification verification systems. This because recognition algorithms have multiple challenges, such as multi-pose variations, ocular parts, illumination. Moreover, modern fail facial expressions from images. In this paper, a Speeded-Up Roust Feature (SURF) Algorithm was utilized face images of enrolled subjects. We highlighted on pupil parts be detected based SURF, Hough Circle Transform (HCT),...

This paper presents an accessibility system which offers Arabic sign language (ArSL) for the deaf. enables deaf student to access Web learning process. In that special needs of learners are satisfied, e.g. bilingual information (Arabic text and ArSL), high level visualization interactive explorative learning. The basic objective our is support equal rights people their educational training material on Web.

Automatic speech processing systems are employed more and often in real environments. Although the underlying technology is mostly language independent, differences between languages with respect to their structure grammar have substantial effect on recognition performance. In this paper, we present a review of latest developments sign research general Arabic (ArSL) specific. This paper also presents framework for improving deaf community communication hearing people that called SignsWorld....

Elderly people constitute a significant percentage of the population all over world. Patient Central Bureau General Mobilization and Statistics (2013) reported that elderly represent 6.9% Egyptian population, it is estimated number will be replicated in 2030. Eight percent (8%) elders aged between 65 & 74, also about 50% 80 suffer from cognitive disease or dementia. The core this research to use intelligent techniques fulfill specific needs deficits patients assess interaction changes based...

Post-intensive care syndrome (PICS) is a newly acquired long-term cognitive impairment.It includes major physical, mental and functional disabilities that affect the critically ill patients' experience This paper presents complete research design (from medical technical points of views), test conduction, evaluate effect implementing designed structured technology-based therapy (STBT) on preventing PICS among patients.Authors called new STBT platform, cognition gymnastics (CogGym).CogGym an...

Live facial expression recognition is an effective and essential research area in human computer interaction (HCI), the automatic sign language (ASLR) fields. This paper presents a fully direction of sight system, that we called SignsWorld Facial Expression Recognition System (FERS). The FERS divided into three main components: Face detection robust to occlusion, key features points extraction with recognition. We present powerful multi-detector technique localize feature so contours...

The use of location-based solutions has improved significantly over the last few years. However, data encryption become very important to maintain confidentiality and privacy, especially in military civil fields. This paper will present an application that encrypts on location movements personnel or civilian researchers within area a specific mission, Using two transmission circuits one receiver is controlled by microcontroller programmed algorithm. used modified several situations each case...