SVM-based control chart for Quality 4.0 حسب Abdelwahid, Issra M.

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Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation حسب Raveendra Pilli (21633287)

"…In this study, a brain age classification and estimation framework is proposed using structural magnetic resonance imaging (sMRI) scans, a 3-D convolutional neural network (3-D-CNN), and a kernel ridge regression-based random vector functional link (KRR-RVFL) network. …"

HistoMSC: Density and topology analysis for AI-based visual annotation of histopathology whole slide images حسب Zahoor Ahmad (358103)

Regression estimation for continuous-time functional data processes with missing at random response حسب Mohamed Chaouch (17983846)

"…<p dir="ltr">In this paper, we are interested in nonparametric kernel estimation of a generalised regression function based on an incomplete sample (,,)∈[0,] copies of a continuous-time stationary and ergodic process (,,). …"

Moments-based computation of intermodulation distortion of RF circuits حسب Tannir, Dani

"…On the other hand, analytical approaches based on obtaining closed-form expressions for Volterra functional series are too complex to be fully automated for arbitrary circuit topologies. …"
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Single channel speech denoising by DDPG reinforcement learning agent حسب Sania Gul (18272227)

"…Also, its learnable parameters are the lowest among all models, almost 12 times less than the next most compact model, based on another continuous RL agent (policy gradient (PG)) for estimating its convolutional kernels. …"

Towards estimation of CO₂ adsorption on highly porous MOF-based adsorbents using gaussian process regression approach حسب Majedeh Gheytanzadeh (17541927)

Early diabetic retinopathy diagnosis based on local retinal blood vessel analysis in optical coherence tomography angiography (OCTA) images حسب Eladawi, Nabila

"…To distinguish mild DR patients from normal cases, the estimated three features are used to train and test a support vector machine (SVM) classifier with the radial basis function (RBF) kernel. Results On a cohort of 105 subjects, the presented DR‐CAD system demonstrated an overall accuracy (ACC) of 94.3%, a sensitivity of 97.9%, a specificity of 87.0%, the area under the curve (AUC) of 92.4%, and a Dice similarity coefficient (DSC) of 95.8%. …"
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Conformal Invariants in Simply Connected Domains حسب Mohamed M. S. Nasser (14152227)

"…<p>This paper studies the numerical computation of several conformal invariants of simply connected domains in the complex plane including, the hyperbolic distance, the reduced modulus, the harmonic measure, and the modulus of a quadrilateral. The used method is based on the boundary integral equation with the generalized Neumann kernel. …"

Driver stress level detection using HRV analysis حسب Munla, Nermine

"…Several classification techniques were investigated including support vector machine with radial basis function (SVM-RBF) kernel, K nearest neighbor (KNN), and radial basis function (RBF) classifiers. …"
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Estimating hydrogen absorption energy on different metal hydrides using Gaussian process regression approach حسب Majedeh Gheytanzadeh (17541927)

"…A robust Gaussian process regression (GPR) approach with four kernel functions is proposed to predict the hydrogen absorption energy based on the inputs. …"

Distinguishing Between Fake and Real Smiles Using EEG Signals and Deep Learning حسب Moussa, Mostafa Mohamed

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Autism Detection of MRI Brain Images Using Hybrid Deep CNN With DM-Resnet Classifier حسب JAIN, SWETA

"…Region of Interest (ROI) based functional connectivity feature is extracted with VGG-16 and these features are classified with DM optimized ResNet. …"
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