CV | Majdi Khalid Ali Alnnfiai | Umm Al-Qura University

Qualifications

الدكتوراه

2019

البرمجة وعلوم الحاسب

جامعة ولاية كولورادو | الولايات المتحدة الأمريكية

الماجستير

2012

البرمجة وعلوم الحاسب

جامعة ولاية كولورادو | الولايات المتحدة الأمريكية

البكالوريوس

1426

علوم الحاسبات

جامعة ام القرى | المملكة العربية السعودية

Scientific Research

An explainable ensemble deep learning framework for brain tumor classification using covariance matrix adaptation evolution strategy

2026

مقال في مجلة | SPRINGER | Cluster Computing

DC-BiGAN-IR: prediction of insulin receptor using ensemble of pre-trained protein language models and integrated discrete wavelet transformation with tri-blocked PSSM in a dual-channel bidirectional generative adversarial network

2026

مقال في مجلة | SPRINGERNATURE | Journal of Big Data

DeepPFT-GANCap: An explainable attention-based hybrid deep learning framework integrating protein language models and wavelet denoising-based evolutionary features for photosystem-II core protein prediction

2026

مقال في مجلة | ELSEVIER | Ecological Informatics

A generative explainable model for antimicrobial peptide prediction using bidirectional temporal convolutional neural network

2026

مقال في مجلة | NATURE PORTFOLIO | Scientific Reports

DeepStackVEGF a stacking ensemble deep learning framework for vascular endothelial growth factor prediction

2026

مقال في مجلة | NATURE PORTFOLIO | Scientific Reports

Self-attention U-Net (SAU-Net): An attention-driven U-Net framework for precise brain tumor segmentation using multimodal magnetic resonance imaging

2026

مقال في مجلة | SAGE PUBLICATIONS LTD | Digital Health

Trimester-aware yoga video recommendation using hybrid deep learning for pregnant woman

2026

مقال في مجلة | NATURE PORTFOLIO | Scientific Reports

Breast cancer classification based on microcalcifications using dual branch vision transformer fusion

2025

مقال في مجلة | Nature Portfolio | Scientific Reports

Identification of defensins using transformer-derived protein embeddings and discrete cosine transformation-enhanced evolutionary features with generative adversarial capsule bidirectional temporal convolutional neural network

2025

مقال في مجلة | ELSEVIER | International Journal of Biological Macromolecules

Deep-CABPred: Deep learning model for predicting functional chlorophyll a-b binding proteins in trait-based plant ecology using hybrid embedding with semi-normalized temporal convolutional networks

2025

مقال في مجلة | ELSEVIER | Ecological Informatics

A Hybrid Deep Multistacking Integrated Model For Plant Disease Detection

2025

مقال في مجلة | IEEE | IEEE Access

IR-MBiTCN: Computational prediction of insulin receptor using deep learning: A multi-information fusion approach with multiscale bidirectional temporal convolutional network

2025

مقال في مجلة | Elsevier | International Journal of Biological Macromolecules

An explainable multi-objective hybrid machine learning model for reducing heart failure mortality

2025

مقال في مجلة | PeerJ INC | PeerJ Computer Science

A hybrid machine learning model for intrusion detection in wireless sensor networks leveraging data balancing and dimensionality reduction

2025

مقال في مجلة | Nature Portfolio | Scientific Reports

MRI-Driven Alzheimer’s Disease Diagnosis Using Deep Network Fusion and Optimal Selection of Feature

2024

مقال في مجلة | MDPI | Bioengineering

DRSegNet: A cutting-edge approach to Diabetic Retinopathy segmentation and classification using parameter-aware Nature-Inspired optimization

2024

مقال في مجلة | Public Library of Science | PLoS One

A hybrid cardiovascular arrhythmia disease detection using ConvNeXt-X models on electrocardiogram signals

2024

مقال في مجلة | Nature Portfolio | Scientific Reports

AppleLeafNet: a lightweight and efficient deep learning framework for diagnosing apple leaf diseases

2024

مقال في مجلة | Frontiers Media SA | Frontiers in Plant Science

An integrated multistage ensemble machine learning model for fraudulent transaction detection

2024

مقال في مجلة | Springer Nature | Journal of Big Data

Multi-Deep Learning Approach With Transfer Learning for 7-Stages Diabetic Retinopathy Classification

2024

مقال في مجلة | WILEY | International Journal of Imaging Systems and Technology

Brain tumor classification using fine-tuned transfer learning models on magnetic resonance imaging (MRI) images

2024

مقال في مجلة | SAGE PUBLICATIONS LTD | Digital Health

Tasmanian devil optimization with deep autoencoder for intrusion detection in IoT assisted unmanned aerial vehicle networks

2024

مقال في مجلة | ELSEVIER | Ain Shams Engineering Journal

PollenNet: A Novel Deep Learning Architecture for High Precision Pollen Grain Classification through Deep Learning and Explainable AI

2024

مقال في مجلة | CELL PRESS | Heliyon

VEGF-ERCNN: A deep learning-based model for prediction of vascular endothelial growth factor using ensemble residual CNN

2024

مقال في مجلة | ELSEVIER | Journal of Computational Science

Enhancing Oral Squamous Cell Carcinoma Detection Using Histopathological Images: A Deep Feature Fusion and Improved Haris Hawks Optimization-Based Framework

2024

مقال في مجلة | MDPI | Bioengineering

A hybrid residue based sequential encoding mechanism with XGBoost improved ensemble model for identifying 5-hydroxymethylcytosine modifications

2024

مقال في مجلة | NATURE PORTFOLIO | Scientific Reports

An efficient colorectal cancer detection network using atrous convolution with coordinate attention transformer and histopathological images

2024

مقال في مجلة | NATURE PORTFOLIO | Scientific Reports

Toward reliable diabetes prediction: Innovations in data engineering and machine learning applications

2024

مقال في مجلة | SAGE PUBLICATIONS LTD | DIGITAL HEALTH

IP-GCN: A Deep Learning Model for Prediction of Insulin using Graph Convolutional Network for Diabetes Drug Design

2024

مقال في مجلة | ELSEVIER | Journal of Computational Science

An artificial intelligence approach for the estimation of conduction heat transfer using deep neural networks

2024

مقال في مجلة | EMERALD | International Journal of Numerical Methods for Heat & Fluid Flow

BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture

2024

مقال في مجلة | WILEY-HINDAWI | International Journal of Intelligent Systems

Enhancing Alzheimer’s disease diagnosis and staging- a multistage CNN framework using MRI

2024

مقال في مجلة | FRONTIERS MEDIA SA | Frontiers in Psychiatry

A Dynamic Selection Hybrid Model for Advancing Thyroid Care with BOO-ST Balancing Method

2024

مقال في مجلة | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | IEEE Access

A novel fusion of genetic grey wolf optimization and kernel extreme learning machines for precise diabetic eye disease classification

2024

مقال في مجلة | PUBLIC LIBRARY SCIENCE | PLoS One

DEEP-EP: Identification of epigenetic protein by ensemble residual convolutional neural network for drug discovery

2024

مقال في مجلة | ACADEMIC PRESS INC ELSEVIER SCIENCE | Methods

An ensemble computational model for prediction of clathrin protein by coupling machine learning with discrete cosine transform

2024

مقال في مجلة | TAYLOR & FRANCIS INC | Journal of Biomolecular Structure and Dynamics

Deep-VEGF: deep stacked ensemble model for prediction of vascular endothelial growth factor by concatenating gated recurrent unit with two-dimensional convolutional neural network

2024

مقال في مجلة | TAYLOR & FRANCIS INC | JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Advanced Detection of COVID-19 Through X-ray Imaging using CovidFusionNet with Hybrid CNN Fusion and Multi-resolution Analysis

2023

مقال في مجلة | SCIENCE & INFORMATION SAI ORGANIZATION LTD | International Journal of Advanced Computer Science and Applications

Enhancing Skin Lesion Detection: A Multistage Multiclass Convolutional Neural Network-Based Framework

2023

مقال في مجلة | MDPI | bioengineering

Machine learning-based model for accurate identification of druggable proteins using light extreme gradient boosting

2023

مقال في مجلة | TAYLOR & FRANCIS INC | JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Artificial Intelligence for Traffic Prediction and Estimation in Intelligent Cyber-Physical Transportation Systems

2023

مقال في مجلة | IEEE | IEEE Transactions on Consumer Electronics

A bi-layer model for identification of piwiRNA using deep neural learning

2023

مقال في مجلة | TAYLOR & FRANCIS INC | OURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Textual emotion analysis using improved metaheuristics with deep learning model for intelligent systems

2023

مقال في مجلة | WILEY | Transactions on Emerging Telecommunications Technologies

Modified rat swarm optimization with deep learning model for robust recycling object detection and classification

2023

مقال في مجلة | ELSEVIER | Sustainable Energy Technologies and Assessments

Modelling of Blockchain Assisted Intrusion Detection on IoT Healthcare System using Ant Lion Optimizer with Hybrid Deep Learning

2022

مقال في مجلة | IEEE | IEEE Access

Online Semi-supervised Pairwise Learning

2022

ورقة مؤتمر | IEEE | 2023 International Joint Conference on Neural Networks (IJCNN)

A stochastic NARX neural network to investigate the carbon capture in the plantations of forests

2023

مقال في مجلة | IEEE | IEEE Access

Automated Red Palm Weevil Detection using Gorilla Troops Optimizer with Deep Learning Model

2023

مقال في مجلة | IEEE | IEEE Access

Gauss-Mapping Black Widow Optimization with Deep Extreme Learning Machine for Android Malware Classification Model

2023

مقال في مجلة | IEEE | IEEE Access

Henry Gas Solubility Optimization with Deep Learning Based Facial Emotion Recognition for Human Computer Interface

2023

مقال في مجلة | IEEE | IEEE Access

Deep-AGP: Prediction of angiogenic protein by integrating two-dimensional convolutional neural network with discrete cosine transform

2023

مقال في مجلة | ELSEVIER | International Journal of Biological Macromolecules

A computational study of magneto-convective heat transfer over inclined surfaces with thermodiffusion

2023

مقال في مجلة | IEEE | IEEE Access

Supervised machine learning for jamming transition in traffic flow with fluctuations in acceleration and braking

2023

مقال في مجلة | PERGAMON-ELSEVIER SCIENCE LTD | Computers and Electrical Engineering

Optimal Graph Convolutional Neural Network-Based Ransomware Detection for Cybersecurity in IoT Environment

2023

مقال في مجلة | MDPI | Applied Sciences

Improved metaheuristics with deep learning based object detector for intelligent control in autonomous vehicles

2023

مقال في مجلة | PERGAMON-ELSEVIER SCIENCE LTD | Computers and Electrical Engineering

Proximal Stochastic AUC Maximization

2020

ورقة مؤتمر | IEEE | 2020 International Joint Conference on Neural Networks (IJCNN)

Scalable nonlinear auc maximization methods

2018

ورقة مؤتمر | Springer International Publishing | Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II 18

Confidence-weighted bipartite ranking

2016

ورقة مؤتمر | Springer International Publishing | Advanced Data Mining and Applications: 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings 12

Modified Earthworm Optimization with Deep Learning Assisted Emotion Recognition for Human Computer Interface

2023

مقال في مجلة | IEEE | IEEE Access

Sustainable groundwater management using stacked LSTM with deep neural network

2023

مقال في مجلة | Elsevier | Urban Climate

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CV

Qualifications

Scientific Research