Browsing by Author "Al Maadeed, Somaya"
Now showing items 1-11 of 11
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A study of children emotion and their performance while handwriting Arabic characters using a haptic device
Zakraoui, Jezia; Saleh, Moutaz; Al-Maadeed, Somaya; AlJa'am, Jihad Mohamad ( Springer , 2022 , Article)Emotion and focus of children during handwriting are essential for language learning. Handwriting for young children is challenging because it needs deep motivation and willingness to complete the task regardless of its ... -
A Survey on Deep-Learning-Based Diabetic Retinopathy Classification
Sebastian, Anila; Elharrouss, Omar; Al-Maadeed, Somaya; Almaadeed, Noor ( MDPI , 2023 , Article Review)The number of people who suffer from diabetes in the world has been considerably increasing recently. It affects people of all ages. People who have had diabetes for a long time are affected by a condition called Diabetic ... -
CNN feature and classifier fusion on novel transformed image dataset for dysgraphia diagnosis in children
Jayakanth, Kunhoth; Al Maadeed, Somaya; Saleh, Moutaz; Akbari, Younes ( Elsevier , 2023 , Article)Dysgraphia is a neurological disorder that hinders the acquisition process of normal writing skills in children, resulting in poor writing abilities. Poor or underdeveloped writing skills in children can negatively impact ... -
DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features
Maafiri A.; Elharrouss O.; Rfifi S.; Al-Maadeed, SomayaA.; Chougdali K. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)In this paper, we propose a robust face recognition model called DeepWTPCA-L1 using WTPCA-L1 features and a CNN-LSTM architecture. First, WTPCA-L1 algorithm, composed of Three-level decomposition of discrete wavelet transform ... -
An efficient transition metal chalcogenide sensor for monitoring respiratory alkalosis
Kumbhakar, Partha; Sha, Mizaj Shabil; Tiwary, Chandra Sekhar; Muthalif, Asan G.A.; Al-maadeed, Somaya; Sadasivuni, Kishor Kumar... more authors ... less authors ( Springer Nature , 2023 , Article)For many biomedical applications, high-precision CO2 detection with a rapid response is essential. Due to the superior surface-active characteristics, 2D materials are particularly crucial for electrochemical sensors. The ... -
Exploration and analysis of On-Surface and In-Air handwriting attributes to improve dysgraphia disorder diagnosis in children based on machine learning methods
Jayakanth, Kunhoth; Al Maadeed, Somaya; Saleh, Moutaz; Akbari, Younes ( Elsevier , 2023 , Article)Dysgraphia is a type of learning disorder that affects children’s writing skills. Poor writing skills can obstruct students’ academic growth if it is undiagnosed and untreated properly in the early stages. The irregularity ... -
A highly sensitive wearable pressure sensor capsule based on PVA/Mxene composite gel
Kallingal, Nithusha; Maurya, Muni Raj; Sajna, M. S.; Yalcin, Huseyin Cagatay; Ouakad, Hassen M.; Bahadur, Issam; Al-Maadeed, Somaya; Sadasivuni, Kishor Kumar... more authors ... less authors ( Springer , 2022 , Article)Wearable sensors have drawn considerable interest in the recent research world. However, simultaneously realizing high sensitivity and wide detection limits under changing surrounding environment conditions remains ... -
Increase the Efficiency of IoT Devices by Using the Wireless Power Transmission in the Industrial Revolution 4.0
Chaari M.Z.; Al-Maadeed, Somaya ( International Association of Online Engineering , 2021 , Article)Today's world is evolving toward creating a smart house where a multitude of Internet of Things (IoT) devices and sensors are interacting to deliver plenty of useful information. Essential to the implementation of this IoT ... -
A New Dataset for Forged Smartphone Videos Detection: Description and Analysis
Akbari, Younes; Najeeb, Al Anood; Al Maadeed, Somaya; Elharrouss, Omar; Khelifi, Fouad; Lawgaly, Ashref... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2023 , Article)The advancement of Internet technology has significantly impacted daily life, which is influenced by digital videos taken with smartphones as the most popular type of multimedia. These digital videos are extensively sent ... -
Round-Robin sequential forward selection algorithm for prostate cancer classification and diagnosis using multispectral imagery
Bouatmane S.; Roula M.A.; Bouridane A.; Al-Maadeed, Somaya ( Springer , 2011 , Article)This paper proposes an automatic classification system for the use in prostate cancer diagnosis. The system aims to detect and classify prostatic tissue textures captured from microscopic samples taken from needle biopsies. ... -
WSNet - Convolutional Neural Networkbased Word Spotting for Arabic and English Handwritten Documents
Mohammed, Hanadi Hassen; Subramanian, Nandhini; Al-Maadeed, Somaya; Bouridane, Ahmed ( UIKTEN - Association for Information Communication Technology Education and Science , 2022 , Article)This paper proposes a new convolutional neural network architecture to tackle the problem of word spotting in handwritten documents. A Deep learning approach using a novel Convolutional Neural Network is developed for the ...