Fatma M. Talaat

57 papers Journal 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cervical cancer detection: enhancing accuracy and early diagnosis through data analysis. Neural Comput. Appl. Samah A. Gamel, Shereen H. Ali, Fatma M. Talaat
2025	J	`jnl`	A Fuzzy Multi-Objective Framework for Energy Optimization and Reliable Routing in Wireless Sensor Networks via Particle Swarm Optimization. Comput. Mater. Continua Medhat A. Tawfeek, Ibrahim Alrashdi, Madallah Alruwaili, Fatma M. Talaat
2025	J	`jnl`	AI-driven churn prediction in subscription services: addressing economic metrics, data transparency, and customer interdependence. Neural Comput. Appl. Fatma M. Talaat, Abdussalam Aljadani
2025	J	`jnl`	Blockchain-enhanced artificial intelligence for advanced collision avoidance in the Internet of Vehicles (IoV). Neural Comput. Appl. Fatma M. Talaat, Alyaa A. Hamza
2025	J	`jnl`	CloudSched-GA: an adaptive genetic optimizer for efficient and balanced task scheduling in cloud ecosystems. Neural Comput. Appl. Fatma M. Talaat, Alyaa A. Hamza
2025	J	`jnl`	Deep attention for enhanced OCT image analysis in clinical retinal diagnosis. Neural Comput. Appl. Fatma M. Talaat, Ahmed Ali Ahmed Ali, Raghda ElGendy, Mohamed A. ELShafie
2025	J	`jnl`	DeepLeaf: an optimized deep learning approach for automated recognition of grapevine leaf diseases. Neural Comput. Appl. Fatma M. Talaat, Mahmoud Y. Shams, Samah A. Gamel, Hanaa ZainEldin
2025	J	`jnl`	EV charging duration prediction using advanced ensemble learning techniques and feature importance analysis. Neural Comput. Appl. Fatma M. Talaat, Mohamed Salem, Alyaa A. Hamza
2025	J	`jnl`	Emerging AI threats in cybercrime: a review of zero-day attacks via machine, deep, and federated learning. Knowl. Inf. Syst. Suhail Adel Alansary, Sarah M. Ayyad, Fatma M. Talaat, Mahmoud M. Saafan
2025	J	`jnl`	Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans. Neural Comput. Appl. Medhat A. Tawfeek, Ibrahim Alrashdi, Madallah Alruwaili, Warda M. Shaban, Fatma M. Talaat
2025	J	`jnl`	Fortifying EV charging stations: AI-powered detection and mitigation of DDoS attacks using personalized Federated learning. Neural Comput. Appl. Fatma M. Talaat, Mohamed Mohsen Elsaid Khoudier, Ibrahim F. Moawad, Amir El-Ghamry
2025	J	`jnl`	Integrating V2X solutions in intelligent green cities: an AI-driven point exchange system approach. Neural Comput. Appl. Fatma M. Talaat, Warda M. Shaban, Hanaa ZainEldin, Mahmoud Badawy, Mostafa A. El-Hosseini
2025	J	`jnl`	Intelligent wearable vision systems for the visually impaired in Saudi Arabia. Neural Comput. Appl. Fatma M. Talaat, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El-Samie
2025	J	`jnl`	Optimizing YOLOv9 for automated detection of stroke lesions in brain CT images. Neural Comput. Appl. Fatma M. Talaat, Warda M. Shaban
2025	J	`jnl`	Precise fraud detection and risk management with explainable artificial intelligence. Neural Comput. Appl. Fatma M. Talaat, T. Medhat, Warda M. Shaban
2025	J	`jnl`	Real-Time Forest Fire Detection, Monitoring, and Mitigation to Safeguard Humanity Using YOLO and Federated Learning. Int. J. Distributed Sens. Networks Bader Aldughayfiq, Ibrahim Alrashdi, Medhat A. Tawfeek, Leila Jamel, Warda M. Shaban, Fatma M. Talaat
2025	J	`jnl`	Revolutionizing cardiovascular health: integrating deep learning techniques for predictive analysis of personal key indicators in heart disease. Neural Comput. Appl. Fatma M. Talaat
2025	J	`jnl`	Revolutionizing heart health: an AI-driven analysis of dietary habits, unveiling impacts on human health and attitudes. Neural Comput. Appl. Fatma M. Talaat, Hanaa ZainEldin, Samah A. Gamel
2025	J	`jnl`	Securing continuum computing networks: towards robust encryption protocols for saving digital transformation procedures. Int. J. Appl. Cryptogr. Aida Abouelseoud Nasr, Khalid Mohamed Sharaf, Fatma M. Talaat
2025	J	`jnl`	Smart navigation system for emergency vehicles (SNSEV): utilizing fog and cloud computing technology for real-time traffic management. Neural Comput. Appl. Fatma M. Talaat, Samah A. Gamel
2025	J	`jnl`	Smart traffic management system using YOLOv11 for real-time vehicle detection and dynamic flow optimization in smart cities. Neural Comput. Appl. Fatma M. Talaat, Rana Mohamed El-Balka, Sara Sweidan, Samah Adel Gamel, Aya M. Al-Zoghby
2025	J	`jnl`	The role of explainable AI in building trust and acceptance of AI-driven heart disease. Neural Comput. Appl. Fatma M. Talaat, Wesam F. Aly, Rana Mohamed El-Balka, Mohamed Shehata, Samah Adel Gamel
2025	J	`jnl`	Toward precision cardiology: a transformer-based system for adaptive prediction of heart disease. Neural Comput. Appl. Fatma M. Talaat, Wesam F. Aly
2024	J	`jnl`	Active convolutional neural networks sign language (ActiveCNN-SL) framework: a paradigm shift in deaf-mute communication. Artif. Intell. Rev. Hanaa ZainEldin, Nadiah A. Baghdadi, Samah A. Gamel, Mansourah Aljohani, Fatma M. Talaat, Amer Malki, Mahmoud Badawy, Mostafa A. El-Hosseini
2024	J	`jnl`	AutYOLO-ATT: an attention-based YOLOv8 algorithm for early autism diagnosis through facial expression recognition. Neural Comput. Appl. Reham Hosney, Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan
2024	J	`jnl`	Correction to: Utilizing social media and machine learning for personality and emotion recognition using PERS. Neural Comput. Appl. Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan, Samah A. Gamel
2024	J	`jnl`	Dementia diagnosis in young adults: a machine learning and optimization approach. Neural Comput. Appl. Fatma M. Talaat, Mai R. Ibraheem
2024	J	`jnl`	Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making. Neural Comput. Appl. Mahmoud Y. Shams, Samah A. Gamel, Fatma M. Talaat
2024	J	`jnl`	Explainable Enhanced Recurrent Neural Network for lie detection using voice stress analysis. Multim. Tools Appl. Fatma M. Talaat
2024	J	`jnl`	Exploring the effects of pandemics on transportation through correlations and deep learning techniques. Multim. Tools Appl. Samah A. Gamel, Esraa Hassan, Nora El-Rashidy, Fatma M. Talaat
2024	J	`jnl`	Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture. BMC Medical Informatics Decis. Mak. Fatma M. Talaat, Shaker H. Ali El-Sappagh, Khaled Alnowaiser, Esraa Hassan
2024	J	`jnl`	Machine learning in detection and classification of leukemia using C-NMC_Leukemia. Multim. Tools Appl. Fatma M. Talaat, Samah A. Gamel
2024	J	`jnl`	Real-time Arabic avatar for deaf-mute communication enabled by deep learning sign language translation. Comput. Electr. Eng. Fatma M. Talaat, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El-Samie, Ali I. Siam
2024	J	`jnl`	SightAid: empowering the visually impaired in the Kingdom of Saudi Arabia (KSA) with deep learning-based intelligent wearable vision system. Neural Comput. Appl. Fatma M. Talaat, Mohammed Farsi, Mahmoud Badawy, Mostafa A. El-Hosseini
2024	J	`jnl`	Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication. Artif. Intell. Rev. Hanaa ZainEldin, Samah A. Gamel, Fatma M. Talaat, Mansourah Aljohani, Nadiah A. Baghdadi, Amer Malki, Mahmoud Badawy, Mostafa A. Elhosseini
2024	J	`jnl`	SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement. Neural Comput. Appl. Samah A. Gamel, Fatma M. Talaat
2024	J	`jnl`	The effect of consanguineous marriage on reading disability based on deep neural networks. Multim. Tools Appl. Fatma M. Talaat
2024	J	`jnl`	Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction. Neural Comput. Appl. Fatma M. Talaat, Abdussalam Aljadani, Mahmoud Badawy, Mostafa A. Elhosseini
2024	J	`jnl`	Water quality prediction using machine learning models based on grid search method. Multim. Tools Appl. Mahmoud Y. Shams, Ahmed M. Elshewey, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Fatma M. Talaat, Zahraa Tarek
2023	J	`jnl`	A2M-LEUK: attention-augmented algorithm for blood cancer detection in children. Neural Comput. Appl. Fatma M. Talaat, Samah A. Gamel
2023	J	`jnl`	An improved fire detection approach based on YOLO-v8 for smart cities. Neural Comput. Appl. Fatma M. Talaat, Hanaa ZainEldin
2023	J	`jnl`	Automatic stress detection in car drivers based on non-invasive physiological signals using machine learning techniques. Neural Comput. Appl. Ali I. Siam, Samah A. Gamel, Fatma M. Talaat
2023	J	`jnl`	Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes. Neural Comput. Appl. Fatma M. Talaat
2023	J	`jnl`	Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images. Sensors Esraa Hassan, Samir Elmougy, Mai R. Ibraheem, M. Shamim Hossain, Khalid Al Mutib, Ahmed Ghoneim, Salman A. AlQahtani, Fatma M. Talaat
2023	J	`jnl`	Predicting the impact of no. of authors on no. of citations of research publications based on neural networks. J. Ambient Intell. Humaniz. Comput. Fatma M. Talaat, Samah A. Gamel
2023	J	`jnl`	RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network. J. Ambient Intell. Humaniz. Comput. Fatma M. Talaat, Samah A. Gamel
2023	J	`jnl`	Real-time facial emotion recognition system among children with autism based on deep learning and IoT. Neural Comput. Appl. Fatma M. Talaat
2023	J	`jnl`	Robust Deep Learning Model for Black Fungus Detection Based on Gabor Filter and Transfer Learning. Comput. Syst. Sci. Eng. Esraa Hassan, Fatma M. Talaat, Samah Adel Gamel, Samir Abdelrazek, Ahsan Aziz, Yunyoung Nam, Nora El-Rashidy
2023	J	`jnl`	Stress monitoring using wearable sensors: IoT techniques in medical field. Neural Comput. Appl. Fatma M. Talaat, Rana Mohamed El-Balka
2023	J	`jnl`	Utilizing social media and machine learning for personality and emotion recognition using PERS. Neural Comput. Appl. Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan, Samah A. Gamel
2022	J	`jnl`	Effective deep Q-networks (EDQN) strategy for resource allocation based on optimized reinforcement learning algorithm. Multim. Tools Appl. Fatma M. Talaat
2022	J	`jnl`	Effective prediction and resource allocation method (EPRAM) in fog computing environment for smart healthcare system. Multim. Tools Appl. Fatma M. Talaat
2022	J	`jnl`	Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO. Knowl. Inf. Syst. Fatma M. Talaat, Hesham A. Ali, Mohamed S. Saraya, Ahmed I. Saleh
2020	J	`jnl`	A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment. J. Ambient Intell. Humaniz. Comput. Fatma M. Talaat, Mohamed S. Saraya, Ahmed I. Saleh, Hesham A. Ali, Shereen H. Ali
2020	J	`jnl`	Effective cache replacement strategy (ECRS) for real-time fog computing environment. Clust. Comput. Fatma M. Talaat, Shereen H. Ali, Ahmed I. Saleh, Hesham A. Ali
2019	J	`jnl`	A hybrid intrusion detection system (HIDS) based on prioritized k-nearest neighbors and optimized SVM classifiers. Artif. Intell. Rev. Ahmed I. Saleh, Fatma M. Talaat, Labib M. Labib
2019	J	`jnl`	Effective Load Balancing Strategy (ELBS) for Real-Time Fog Computing Environment Using Fuzzy and Probabilistic Neural Networks. J. Netw. Syst. Manag. Fatma M. Talaat, Shereen H. Ali, Ahmed I. Saleh, Hesham A. Ali