Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes حسب Muhammad Mohsin Khan (22150360)

"…Binary classification in the first stage achieved approximately 90% accuracy with Extra Trees. In the second stage, targeting the “Good Outcome” group, the Random Forest model reached 88% accuracy, while in the third stage, it achieved 86% accuracy for the “Poor Outcome” group. …"

A Novel Versatile Framework for Enabling Early Detection of Evolving Network-based Cyberattacks حسب THOMAS, RAJESH

"…Network-based cyber-attacks have been increasing in scale, frequency and sophistication, posing significant threats to nation states and organizations worldwide. …"
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1,2,4-Trimethylbenzene Transformation Reaction Compared With Its Transalkylation Reaction With Toluene Over USY Zeolite حسب Al-Khattaf, H

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Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States حسب Yahya, Fares

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Investigation of an integrated hydrogen production system based on nuclear and renewable energy sources: a new approach for sustainable hydrogen production via copper–chlorine ther... حسب Orhan, Mehmet Fatih

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Behavior-Based Machine Learning Approaches to Identify State-Sponsored Trolls on Twitter حسب Saleh Alhazbi (16869960)

"…Based on these features, we developed four classification models to identify political troll accounts, these models are based on decision tree, random forest, Adaboost, and gradient boost algorithms. …"

Autonomous Demand-Side Management in the Future Smart Grid حسب Assaf, Tasneem Mohammad

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Theft Detection Unit For Photo-Votaic Generation in Smart Grid Networks حسب Almadani, Nouf Ahmad

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Transformation of Automotive Preventive Maintenance to Predictive and Condition Based Maintenance حسب Al Bayaa, Laila Ayman

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EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis حسب Yahya, Fares

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Factors affecting acoustically triggered release of drugs from polymeric micelles حسب Husseini, Ghaleb

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A Fast and Robust Gas Recognition Algorithm Based on Hybrid Convolutional and Recurrent Neural Network حسب Xiaofang Pan (1895950)

"…The reported accuracy dramatically outperforms the previous algorithms, including gradient tree boosting (GTB), random forest (RF), support vector machine (SVM), k-nearest neighbor (KNN), and linear discriminant analysis (LDA). …"

Enhancing human thermal comfort in hot arid cities: A systematic review of urban heat island observations and mitigation strategies حسب Omer Abedrabboh (17346847)

"…These areas, characterized by extreme heat and drought, face increased outdoor thermal discomfort and high energy demands for cooling. …"

Improvement of Dialysis Dosing Using Big Data Analytics حسب Mumtaz, Syeda Leena

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AI-based remaining useful life prediction and modelling of seawater desalination membranes حسب Al Ali, Fajer

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Activation of Src kinase in primary colorectal carcinoma An indicator of poor clinical prognosis حسب Allgayer, Heike

"…The primary tumor-to-normal mucosa ratios of activity were compared following classification and regression tree (CART) analysis to determine the prognostic significance of elevated specific Src activity. …"
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The Influence of Loneliness and Living Alone on the Quality of Life of the Elderly: Evidence from Europe حسب Ammari, Lora

"…This research indicates a positive correlation between living alone and loneliness, with a greater effect on males, and identifies loneliness as an independent factor decreasing QoL. …"
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Carotid artery revascularization through a radiated field حسب Lesèche, Guy

"…Follow-up duplex scans showed asymptomatic recurrent stenosis greater than 60% in 3 patients, 2 of whom with stenosis greater than 80% underwent repeat operation. …"
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Global smart cities classification using a machine learning approach to evaluating livability, technology, and sustainability performance across key urban indices حسب Aya Hasan Alkhereibi (17151070)

"…The results show that <u>Support Vector Machine</u> (SVM), K-Nearest Neighbors (KNN), and <u>Decision Tree</u> are identified as the most effective classifiers. …"

Chemical, rheological, and sensory properties of wheat biscuits fortified with local buckwheat حسب Ahmed Hussein (683680)

"…The samples with <i>F</i>. tataricum demonstrated greater amounts of fiber and ash while the samples made of soft wheat flour were rich in carbohydrates. …"