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ORCIDFatma M. Talaat
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2020 – today
- 2025
[j54]Aida Abouelseoud Nasr, Khalid Mohamed Sharaf, Fatma M. Talaat
:
Securing continuum computing networks: towards robust encryption protocols for saving digital transformation procedures. Int. J. Appl. Cryptogr. 5(2): 119-130 (2025)- [j53]Bader Aldughayfiq, Ibrahim Alrashdi, Medhat A. Tawfeek, Leila Jamel, Warda M. Shaban, Fatma M. Talaat:
Real-Time Forest Fire Detection, Monitoring, and Mitigation to Safeguard Humanity Using YOLO and Federated Learning. Int. J. Distributed Sens. Networks 2025(1) (2025) - [j52]Fatma M. Talaat:
Revolutionizing cardiovascular health: integrating deep learning techniques for predictive analysis of personal key indicators in heart disease. Neural Comput. Appl. 37(1): 1-24 (2025) - [j51]Fatma M. Talaat, Ahmed Ali Ahmed Ali, Raghda ElGendy, Mohamed A. ELShafie:
Deep attention for enhanced OCT image analysis in clinical retinal diagnosis. Neural Comput. Appl. 37(2): 1105-1125 (2025) - [j50]Fatma M. Talaat, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El-Samie:
Intelligent wearable vision systems for the visually impaired in Saudi Arabia. Neural Comput. Appl. 37(14): 8571-8591 (2025) - [j49]Fatma M. Talaat, Abdussalam Aljadani:
AI-driven churn prediction in subscription services: addressing economic metrics, data transparency, and customer interdependence. Neural Comput. Appl. 37(14): 8651-8676 (2025) - [j48]Fatma M. Talaat, Mahmoud Y. Shams, Samah A. Gamel, Hanaa ZainEldin:
DeepLeaf: an optimized deep learning approach for automated recognition of grapevine leaf diseases. Neural Comput. Appl. 37(15): 8799-8823 (2025) - [j47]Medhat A. Tawfeek, Ibrahim Alrashdi, Madallah Alruwaili, Warda M. Shaban, Fatma M. Talaat:
Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans. Neural Comput. Appl. 37(17): 11459-11477 (2025) - [j46]Fatma M. Talaat, Wesam F. Aly:
Toward precision cardiology: a transformer-based system for adaptive prediction of heart disease. Neural Comput. Appl. 37(19): 13547-13571 (2025) - [j45]Fatma M. Talaat, Warda M. Shaban, Hanaa ZainEldin, Mahmoud Badawy, Mostafa A. El-Hosseini:
Integrating V2X solutions in intelligent green cities: an AI-driven point exchange system approach. Neural Comput. Appl. 37(20): 15311-15343 (2025) - [j44]Fatma M. Talaat, Samah A. Gamel:
Smart navigation system for emergency vehicles (SNSEV): utilizing fog and cloud computing technology for real-time traffic management. Neural Comput. Appl. 37(20): 15547-15571 (2025) - [j43]Fatma M. Talaat, T. Medhat, Warda M. Shaban:
Precise fraud detection and risk management with explainable artificial intelligence. Neural Comput. Appl. 37(23): 19199-19229 (2025) - [j42]Fatma M. Talaat, Rana Mohamed El-Balka, Sara Sweidan, Samah Adel Gamel, Aya M. Al-Zoghby:
Smart traffic management system using YOLOv11 for real-time vehicle detection and dynamic flow optimization in smart cities. Neural Comput. Appl. 37(24): 19957-19974 (2025) - [j41]Fatma M. Talaat, Mohamed Mohsen Elsaid Khoudier, Ibrahim F. Moawad, Amir El-Ghamry:
Fortifying EV charging stations: AI-powered detection and mitigation of DDoS attacks using personalized Federated learning. Neural Comput. Appl. 37(25): 21311-21346 (2025) - [j40]Fatma M. Talaat, Hanaa ZainEldin, Samah A. Gamel:
Revolutionizing heart health: an AI-driven analysis of dietary habits, unveiling impacts on human health and attitudes. Neural Comput. Appl. 37(29): 24149-24167 (2025) - [j39]Fatma M. Talaat, Warda M. Shaban:
Optimizing YOLOv9 for automated detection of stroke lesions in brain CT images. Neural Comput. Appl. 37(29): 24169-24189 (2025) - [j38]Fatma M. Talaat, Mohamed Salem, Alyaa A. Hamza:
EV charging duration prediction using advanced ensemble learning techniques and feature importance analysis. Neural Comput. Appl. 37(30): 25257-25281 (2025) - [j37]Fatma M. Talaat, Wesam F. Aly, Rana Mohamed El-Balka, Mohamed Shehata, Samah Adel Gamel:
The role of explainable AI in building trust and acceptance of AI-driven heart disease. Neural Comput. Appl. 37(32): 26383-26409 (2025) - [j36]Fatma M. Talaat, Alyaa A. Hamza:
CloudSched-GA: an adaptive genetic optimizer for efficient and balanced task scheduling in cloud ecosystems. Neural Comput. Appl. 37(33): 28269-28293 (2025) - 2024
- [j35]Hanaa ZainEldin, Nadiah A. Baghdadi, Samah A. Gamel, Mansourah Aljohani, Fatma M. Talaat, Amer Malki, Mahmoud Badawy, Mostafa A. El-Hosseini:
Active convolutional neural networks sign language (ActiveCNN-SL) framework: a paradigm shift in deaf-mute communication. Artif. Intell. Rev. 57(6): 162 (2024) - [j34]Hanaa ZainEldin, Samah A. Gamel, Fatma M. Talaat, Mansourah Aljohani, Nadiah A. Baghdadi, Amer Malki, Mahmoud Badawy, Mostafa A. Elhosseini:
Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication. Artif. Intell. Rev. 57(7): 188 (2024) - [j33]Fatma M. Talaat, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El-Samie, Ali I. Siam:
Real-time Arabic avatar for deaf-mute communication enabled by deep learning sign language translation. Comput. Electr. Eng. 119: 109475 (2024) - [j32]Fatma M. Talaat, Shaker H. Ali El-Sappagh, Khaled Alnowaiser, Esraa Hassan:
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture. BMC Medical Informatics Decis. Mak. 24(1): 23 (2024) - [j31]Samah A. Gamel, Esraa Hassan, Nora El-Rashidy, Fatma M. Talaat:
Exploring the effects of pandemics on transportation through correlations and deep learning techniques. Multim. Tools Appl. 83(3): 7295-7316 (2024) - [j30]Fatma M. Talaat, Samah A. Gamel:
Machine learning in detection and classification of leukemia using C-NMC_Leukemia. Multim. Tools Appl. 83(3): 8063-8076 (2024) - [j29]Fatma M. Talaat:
Explainable Enhanced Recurrent Neural Network for lie detection using voice stress analysis. Multim. Tools Appl. 83(11): 32277-32299 (2024) - [j28]Mahmoud Y. Shams, Ahmed M. Elshewey, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Fatma M. Talaat, Zahraa Tarek:
Water quality prediction using machine learning models based on grid search method. Multim. Tools Appl. 83(12): 35307-35334 (2024) - [j27]Fatma M. Talaat:
The effect of consanguineous marriage on reading disability based on deep neural networks. Multim. Tools Appl. 83(17): 51787-51807 (2024) - [j26]Samah A. Gamel, Fatma M. Talaat:
SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement. Neural Comput. Appl. 36(8): 4293-4309 (2024) - [j25]Fatma M. Talaat, Abdussalam Aljadani, Mahmoud Badawy, Mostafa A. Elhosseini:
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction. Neural Comput. Appl. 36(9): 4847-4865 (2024) - [j24]Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan, Samah A. Gamel:
Correction to: Utilizing social media and machine learning for personality and emotion recognition using PERS. Neural Comput. Appl. 36(10): 5649 (2024) - [j23]Mahmoud Y. Shams, Samah A. Gamel, Fatma M. Talaat:
Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making. Neural Comput. Appl. 36(11): 5695-5714 (2024) - [j22]Fatma M. Talaat, Mohammed Farsi, Mahmoud Badawy, Mostafa A. El-Hosseini:
SightAid: empowering the visually impaired in the Kingdom of Saudi Arabia (KSA) with deep learning-based intelligent wearable vision system. Neural Comput. Appl. 36(19): 11075-11095 (2024) - [j21]Reham Hosney, Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan:
AutYOLO-ATT: an attention-based YOLOv8 algorithm for early autism diagnosis through facial expression recognition. Neural Comput. Appl. 36(27): 17199-17219 (2024) - [j20]Fatma M. Talaat, Mai R. Ibraheem:
Dementia diagnosis in young adults: a machine learning and optimization approach. Neural Comput. Appl. 36(34): 21451-21464 (2024) - [j19]Fatma M. Talaat, Zainab Hassan Ali, Reham R. Mostafa, Nora El-Rashidy:
Real-time facial emotion recognition model based on kernel autoencoder and convolutional neural network for autism children. Soft Comput. 28(9-10): 6695-6708 (2024) - 2023
- [j18]Esraa Hassan, Fatma M. Talaat, Samah Adel Gamel, Samir Abdelrazek, Ahsan Aziz, Yunyoung Nam, Nora El-Rashidy:
Robust Deep Learning Model for Black Fungus Detection Based on Gabor Filter and Transfer Learning. Comput. Syst. Sci. Eng. 47(2): 1507-1525 (2023) - [j17]Fatma M. Talaat, Samah A. Gamel:
Predicting the impact of no. of authors on no. of citations of research publications based on neural networks. J. Ambient Intell. Humaniz. Comput. 14(7): 8499-8508 (2023) - [j16]Fatma M. Talaat, Samah A. Gamel:
RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network. J. Ambient Intell. Humaniz. Comput. 14(10): 13349-13359 (2023) - [j15]Fatma M. Talaat:
Real-time facial emotion recognition system among children with autism based on deep learning and IoT. Neural Comput. Appl. 35(17): 12717-12728 (2023) - [j14]Ali I. Siam, Samah A. Gamel, Fatma M. Talaat:
Automatic stress detection in car drivers based on non-invasive physiological signals using machine learning techniques. Neural Comput. Appl. 35(17): 12891-12904 (2023) - [j13]Fatma M. Talaat:
Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes. Neural Comput. Appl. 35(23): 17281-17292 (2023) - [j12]Fatma M. Talaat, Samah A. Gamel:
A2M-LEUK: attention-augmented algorithm for blood cancer detection in children. Neural Comput. Appl. 35(24): 18059-18071 (2023) - [j11]Fatma M. Talaat, Rana Mohamed El-Balka:
Stress monitoring using wearable sensors: IoT techniques in medical field. Neural Comput. Appl. 35(25): 18571-18584 (2023) - [j10]Fatma M. Talaat, Hanaa ZainEldin:
An improved fire detection approach based on YOLO-v8 for smart cities. Neural Comput. Appl. 35(28): 20939-20954 (2023) - [j9]Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan, Samah A. Gamel:
Utilizing social media and machine learning for personality and emotion recognition using PERS. Neural Comput. Appl. 35(33): 23927-23941 (2023) - [j8]Esraa Hassan, Samir Elmougy, Mai R. Ibraheem, M. Shamim Hossain, Khalid Al Mutib, Ahmed Ghoneim, Salman A. AlQahtani, Fatma M. Talaat:
Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images. Sensors 23(12): 5393 (2023) - 2022
- [j7]Fatma M. Talaat, Hesham A. Ali, Mohamed S. Saraya, Ahmed I. Saleh:
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO. Knowl. Inf. Syst. 64(3): 773-797 (2022) - [j6]Fatma M. Talaat:
Effective prediction and resource allocation method (EPRAM) in fog computing environment for smart healthcare system. Multim. Tools Appl. 81(6): 8235-8258 (2022) - [j5]Fatma M. Talaat:
Effective deep Q-networks (EDQN) strategy for resource allocation based on optimized reinforcement learning algorithm. Multim. Tools Appl. 81(28): 39945-39961 (2022) - 2020
- [j4]Fatma M. Talaat, Shereen H. Ali, Ahmed I. Saleh, Hesham A. Ali:
Effective cache replacement strategy (ECRS) for real-time fog computing environment. Clust. Comput. 23(4): 3309-3333 (2020) - [j3]Fatma M. Talaat, Mohamed S. Saraya, Ahmed I. Saleh, Hesham A. Ali, Shereen H. Ali:
A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment. J. Ambient Intell. Humaniz. Comput. 11(11): 4951-4966 (2020)
2010 – 2019
- 2019
- [j2]Ahmed I. Saleh, Fatma M. Talaat, Labib M. Labib:
A hybrid intrusion detection system (HIDS) based on prioritized k-nearest neighbors and optimized SVM classifiers. Artif. Intell. Rev. 51(3): 403-443 (2019) - [j1]Fatma M. Talaat, Shereen H. Ali, Ahmed I. Saleh, Hesham A. Ali:
Effective Load Balancing Strategy (ELBS) for Real-Time Fog Computing Environment Using Fuzzy and Probabilistic Neural Networks. J. Netw. Syst. Manag. 27(4): 883-929 (2019)
Coauthor Index
aka: Samah Adel Gamel
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