Fatma M. Talaat

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Top Venues

Neural Comput. Appl.

Multim. Tools Appl.

Artif. Intell. Rev.

Publications

Fatma M. Talaat, Samah A. Gamel
Machine learning in detection and classification of leukemia using C-NMC_Leukemia. Multim. Tools Appl. 83 (3) (2024)
Fatma M. Talaat
The effect of consanguineous marriage on reading disability based on deep neural networks. Multim. Tools Appl. 83 (17) (2024)
Samah A. Gamel, Fatma M. Talaat
SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement. Neural Comput. Appl. 36 (8) (2024)
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) (2024)
Fatma M. Talaat, Shaker 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) (2024)
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) (2024)
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) (2024)
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) (2024)
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) (2024)
Fatma M. Talaat
Explainable Enhanced Recurrent Neural Network for lie detection using voice stress analysis. Multim. Tools Appl. 83 (11) (2024)
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) (2024)
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) (2024)
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) (2024)
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) (2024)
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) (2023)
Fatma M. Talaat
Real-time facial emotion recognition system among children with autism based on deep learning and IoT. Neural Comput. Appl. 35 (17) (2023)
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) (2023)
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) (2023)
Fatma M. Talaat, Samah A. Gamel
A2M-LEUK: attention-augmented algorithm for blood cancer detection in children. Neural Comput. Appl. 35 (24) (2023)
Fatma M. Talaat, Rana Mohamed El-Balka
Stress monitoring using wearable sensors: IoT techniques in medical field. Neural Comput. Appl. 35 (25) (2023)
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) (2023)
Fatma M. Talaat, Hanaa ZainEldin
An improved fire detection approach based on YOLO-v8 for smart cities. Neural Comput. Appl. 35 (28) (2023)
Fatma M. Talaat, Samah A. Gamel
RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Fatma M. Talaat
Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes. Neural Comput. Appl. 35 (23) (2023)
Esraa Hassan, Fatma M. Talaat, Samah Adel, 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) (2023)
Nora El-Rashidy, Nesma E. Elsayed, Amir El-Ghamry, Fatma M. Talaat
Retraction Note: Prediction of gestational diabetes based on explainable deep learning and fog computing. Soft Comput. 27 (19) (2023)
Nora El-Rashidy, Nesma E. Elsayed, Amir El-Ghamry, Fatma M. Talaat
Utilizing fog computing and explainable deep learning techniques for gestational diabetes prediction. Neural Comput. Appl. 35 (10) (2023)
Fatma M. Talaat
Effective prediction and resource allocation method (EPRAM) in fog computing environment for smart healthcare system. Multim. Tools Appl. 81 (6) (2022)
Nora El-Rashidy, Nesma E. ElSayed, Amir El-Ghamry, Fatma M. Talaat
Prediction of gestational diabetes based on explainable deep learning and fog computing. Soft Comput. 26 (21) (2022)
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) (2022)
Fatma M. Talaat
Effective deep Q-networks (EDQN) strategy for resource allocation based on optimized reinforcement learning algorithm. Multim. Tools Appl. 81 (28) (2022)
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) (2020)
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) (2020)
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) (2019)
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) (2019)