Genetic Fuzzy System Frameworks for Transparent Multivariate Time Series Prediction and Classification with Focused Case Study on Multiple Sclerosis Disease حسب unknown

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A novel method for the detection and classification of multiple diseases using transfer learning-based deep learning techniques with improved performance حسب Krishnamoorthy Natarajan (22047464)

InShaDe: Invariant Shape Descriptors for visual 2D and 3D cellular and nuclear shape analysis and classification حسب Khaled Al-Thelaya (17302711)

"…We demonstrate the capabilities of our framework in the context of visual analysis and unsupervised classification of 2D histology images and 3D nuclear envelopes extracted from serial section electron microscopy stacks.…"

Automated detection of posterior urethral valves in voiding cystourethrography images: A novel AI-Based pipeline for enhanced diagnosis and classification حسب Saidul Kabir (15302407)

"…</p><h3>Results</h3><p dir="ltr">An overall classification accuracy of 81.52 % was achieved between PUV and non PUV cases. …"

Enhancing Bearing Fault Diagnosis Using Transfer Learning and Random Forest Classification: A Comparative Study on Variable Working Conditions حسب Durjay Saha (21633095)

الموضوعات:

DeepRaman: Implementing surface-enhanced Raman scattering together with cutting-edge machine learning for the differentiation and classification of bacterial endotoxins حسب Samir Brahim, Belhaouari

"…This provides exact endotoxin classification and has tremendous potential for accelerated medical diagnostics and treatment decision-making in cases of pathogenic infections. …"
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A Novel Big Data Classification Technique for Healthcare Application Using Support Vector Machine, Random Forest and J48 حسب Al-Manaseer, Hitham

"…This was done by studying the performance of three well-known classification algorithms Random Forest Classifier (RFC), Support Vector Machine (SVM), and Decision Tree-J48 (J48), to predict the probability of heart attack. …"
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Les enjeux de la traduction du français vers l’arabe : le cas du pronom personnel “vous” dans La Modification de Michel Buto حسب Subhi, Hana

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Assessing intracellular and extracellular antibiotic resistance gene proliferation during the treatment of municipal wastewater by an anaerobic membrane bioreactor حسب ElKhoury, Charbel

الموضوعات: "…Sewage -- Purification -- Anaerobic treatment…"
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Green solutions for clean water: Natural materials in contaminant detection and removal حسب Mithra Geetha (14151807)

الموضوعات:

Model Development, Application and Optimization of Chlorination Breakpoint in Wastewater Treatment حسب Khawaga, Rehab Ibrahim

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Breathing in danger: Understanding the multifaceted impact of air pollution on health impacts حسب Fu, Chen

الموضوعات: "…Technological innovations in air purification…"
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Sensor-Based Signer Independent Continuous Arabic Sign Language Recognition حسب Hassan, Mohamed

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Telescopic Vector Composition and Polar Accumulated Motion Residuals for Feature Extraction in Arabic Sign Language Recognition حسب Shanableh, Tamer

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Multiple Proposals for Continuous Arabic Sign Language Recognition حسب Hassan, Mohamed

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Data Analytics: Adaptive Network-based Fuzzy Inference System for prediction of computer science graduates’ employability حسب Khadragy, Saada

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Critical Appraisal of the Clinical Practice Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk: European Society of Cardiology (ESC) and European Atherosclerosis Society (ESC/EAS) 2019 Guidelines حسب Eman N Alhmoud (20352048)

"…</p><h3>Method</h3><p dir="ltr">The 2019 European Society of Cardiology and European Atherosclerosis Society Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk was appraised and scored for methodological rigour and transparency by 5 independent appraisers using a validated tool.…"

ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification حسب Md. Iqbal Hossain (723299)

الموضوعات:

An Attention-Based ResNet Architecture for Acute Hemorrhage Detection and Classification: Toward a Health 4.0 Digital Twin Study حسب Aftab Hussain (1385985)

"…The existing pre-trained convolutional neural network (CNN) models are state-of-the-art for ICH classification. However, they employ poor feature extraction techniques which hinder overall model performance. …"

On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network حسب Nasru Minallah (9427338)

"…<p>This research work aims to develop a deep learning-based crop classification framework for remotely sensed time series data. …"