Get started
Author

Fatma M. Talaat

Observed names: Fatma Talaat, Talaat, Fatma M, Talaat, Fatma M.
Observed institutions: Kafrelsheikh University, University of Louisville, Cairo University, Mansoura University, Jouf University, Soonchunhyang University, New Mansoura University, Horus University – Egypt, Bahrain Polytechnic
ORCID: 0000-0001-6116-2191
Observed ORCIDs: 0000-0001-6116-2191, 0009-0007-2807-1555
OpenAlex ID: A5037222998
An improved fire detection approach based on YOLO-v8 for smart cities
2023 · Fatma M. Talaat, Hanaa ZainEldin · Neural Computing and Applications · 696
PDF
Water quality prediction using machine learning models based on grid search method
2023 · Mahmoud Y. Shams, Ahmed M. Elshewey, et al. · Multimedia Tools and Applications · 407
PDF
Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making
2024 · Mahmoud Y. Shams, Samah A. Gamel, et al. · Neural Computing and Applications · 285
PDF
Brain Tumor Detection and Classification Using Deep Learning and Sine-Cosine Fitness Grey Wolf Optimization
2022 · Hanaa ZainEldin, Samah A. Gamel, et al. · Bioengineering · 278
PDF
A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment
2020 · Fatma M. Talaat, Mohamed S. Saraya, et al. · Journal of Ambient Intelligence and Humanized Computing · 163
Real-time facial emotion recognition system among children with autism based on deep learning and IoT
2023 · Fatma M. Talaat · Neural Computing and Applications · 158
PDF
Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes
2023 · Fatma M. Talaat · Neural Computing and Applications · 138
PDF
A hybrid intrusion detection system (HIDS) based on prioritized k-nearest neighbors and optimized SVM classifiers
2017 · Ahmed I. Saleh, Fatma M. Talaat, et al. · Artificial Intelligence Review · 132
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction
2023 · Fatma M. Talaat, Abdussalam Aljadani, et al. · Neural Computing and Applications · 123
Machine learning in detection and classification of leukemia using C-NMC_Leukemia
2023 · Fatma M. Talaat, Samah A. Gamel · Multimedia Tools and Applications · 114
PDF
Automatic stress detection in car drivers based on non-invasive physiological signals using machine learning techniques
2023 · Ali I. Siam, Samah A. Gamel, et al. · Neural Computing and Applications · 108
PDF
Optimizing photovoltaic thermal solar systems efficiency through advanced artificial intelligence driven thermal management techniques
2024 · Warda M. Shaban, A.E. Kabeel, et al. · Applied Thermal Engineering · 98
Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images
2023 · Esraa Hassan, Samir Elmougy, et al. · Sensors · 93
PDF
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture
2024 · Fatma M. Talaat, Shaker El-Sappagh, et al. · BMC Medical Informatics and Decision Making · 92
PDF
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO
2022 · Fatma M. Talaat, Hesham A. Ali, et al. · Knowledge and Information Systems · 92
Effective prediction and resource allocation method (EPRAM) in fog computing environment for smart healthcare system
2022 · Fatma M. Talaat · Multimedia Tools and Applications · 90
PDF
Stress monitoring using wearable sensors: IoT techniques in medical field
2023 · Fatma M. Talaat, Rana Mohamed El-Balka · Neural Computing and Applications · 89
PDF
Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication
2024 · Hanaa ZainEldin, Samah A. Gamel, et al. · Artificial Intelligence Review · 87
RETRACTED ARTICLE: Real-time facial emotion recognition model based on kernel autoencoder and convolutional neural network for autism children
2024 · Fatma M. Talaat, Zainab H. Ali, et al. · Soft Computing · 87
PDF
Effective deep Q-networks (EDQN) strategy for resource allocation based on optimized reinforcement learning algorithm
2022 · Fatma M. Talaat · Multimedia Tools and Applications · 83
PDF
Effective Load Balancing Strategy (ELBS) for Real-Time Fog Computing Environment Using Fuzzy and Probabilistic Neural Networks
2019 · Fatma M. Talaat, Shereen H. Ali, et al. · Journal of Network and Systems Management · 71
A Mathematical Model for Customer Segmentation Leveraging Deep Learning, Explainable AI, and RFM Analysis in Targeted Marketing
2023 · Fatma M. Talaat, Abdussalam Aljadani, et al. · Mathematics · 69
PDF
CardioRiskNet: A Hybrid AI-Based Model for Explainable Risk Prediction and Prognosis in Cardiovascular Disease
2024 · Fatma M. Talaat, Ahmed R. Elnaggar, et al. · Bioengineering · 65
PDF
RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network
2022 · Fatma M. Talaat, Samah A. Gamel · Journal of Ambient Intelligence and Humanized Computing · 63
PDF
RETRACTED ARTICLE: Prediction of gestational diabetes based on explainable deep learning and fog computing
2022 · Nora El-Rashidy, Nesma E. ElSayed, et al. · Neural Computing and Applications · 58
PDF
Works count: 119
Citation count: 4,681
H-index: 33
I10-index: 58
Year
Topic
Type