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Fatma M. Talaat
Fatma M. Talaat
Faculty of Artificial Intelligence & Faculty of Computer Science and Enginering
Verified email at ai.kfs.edu.eg
Title
Cited by
Cited by
Year
An improved fire detection approach based on YOLO-v8 for smart cities
FM Talaat, H ZainEldin
Neural Computing and Applications 35 (28), 20939-20954, 2023
1742023
A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment
FM Talaat, MS Saraya, AI Saleh, HA Ali, SH Ali
Journal of Ambient Intelligence and Humanized Computing 11 (11), 4951-4966, 2020
1402020
A hybrid intrusion detection system (HIDS) based on prioritized k-nearest neighbors and optimized SVM classifiers
AI Saleh, FM Talaat, LM Labib
Artificial Intelligence Review 51, 403-443, 2019
1122019
Brain tumor detection and classification using deep learning and sine-cosine fitness grey wolf optimization
H ZainEldin, SA Gamel, ESM El-Kenawy, AH Alharbi, DS Khafaga, ...
Bioengineering 10 (1), 18, 2022
692022
Effective load balancing strategy (ELBS) for real-time fog computing environment using fuzzy and probabilistic neural networks
FM Talaat, SH Ali, AI Saleh, HA Ali
Journal of Network and Systems Management 27, 883-929, 2019
652019
Effective prediction and resource allocation method (EPRAM) in fog computing environment for smart healthcare system
FM Talaat
Multimedia Tools and Applications 81 (6), 8235-8258, 2022
622022
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO
FM Talaat, HA Ali, MS Saraya, AI Saleh
Knowledge and Information Systems 64 (3), 773-797, 2022
552022
RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network
FM Talaat, SA Gamel
Journal of Ambient Intelligence and Humanized Computing 14 (10), 13349-13359, 2023
362023
Exploring the effects of pandemics on transportation through correlations and deep learning techniques
SA Gamel, E Hassan, N El-Rashidy, FM Talaat
Multimedia tools and applications 83 (3), 7295-7316, 2024
352024
Effective deep Q-networks (EDQN) strategy for resource allocation based on optimized reinforcement learning algorithm
FM Talaat
Multimedia Tools and Applications 81 (28), 39945-39961, 2022
332022
Enhanced deep learning model for classification of retinal optical coherence tomography images
E Hassan, S Elmougy, MR Ibraheem, MS Hossain, K AlMutib, A Ghoneim, ...
Sensors 23 (12), 5393, 2023
292023
Automatic stress detection in car drivers based on non-invasive physiological signals using machine learning techniques
AI Siam, SA Gamel, FM Talaat
Neural Computing and Applications 35 (17), 12891-12904, 2023
292023
Real-time facial emotion recognition system among children with autism based on deep learning and IoT
FM Talaat
Neural Computing and Applications 35 (17), 12717-12728, 2023
292023
Water quality prediction using machine learning models based on grid search method
MY Shams, AM Elshewey, ESM El-Kenawy, A Ibrahim, FM Talaat, Z Tarek
Multimedia Tools and Applications 83 (12), 35307-35334, 2024
282024
Predicting the impact of no. of authors on no. of citations of research publications based on neural networks
FM Talaat, SA Gamel
Journal of Ambient Intelligence and Humanized Computing 14 (7), 8499-8508, 2023
242023
RETRACTED ARTICLE: Prediction of gestational diabetes based on explainable deep learning and fog computing
N El-Rashidy, NE ElSayed, A El-Ghamry, FM Talaat
Soft Computing 26 (21), 11435-11450, 2022
232022
Facial Expression Recognition Model Depending on Optimized Support Vector Machine.
AA Alhussan, FM Talaat, ESM El-kenawy, AA Abdelhamid, A Ibrahim, ...
Computers, Materials & Continua 76 (1), 2023
222023
Utilizing fog computing and explainable deep learning techniques for gestational diabetes prediction
N El-Rashidy, NE ElSayed, A El-Ghamry, FM Talaat
Neural Computing and Applications 35 (10), 7423-7442, 2023
222023
Effective cache replacement strategy (ECRS) for real-time fog computing environment
FM Talaat, SH Ali, AI Saleh, HA Ali
Cluster Computing 23 (4), 3309-3333, 2020
222020
Machine learning in detection and classification of leukemia using C-NMC_Leukemia
FM Talaat, SA Gamel
Multimedia Tools and Applications 83 (3), 8063-8076, 2024
212024
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