Fatma M. Talaat

According to our database, Fatma M. Talaat authored at least 35 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dementia diagnosis in young adults: a machine learning and optimization approach.

Fatma M. Talaat, Mai R. Ibraheem

Neural Comput. Appl., December, 2024

Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture.

Fatma M. Talaat, Shaker H. Ali El-Sappagh, Khaled Alnowaiser, Esraa Hassan

BMC Medical Informatics Decis. Mak., December, 2024

AutYOLO-ATT: an attention-based YOLOv8 algorithm for early autism diagnosis through facial expression recognition.

Reham Hosney, Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan

Neural Comput. Appl., September, 2024

SightAid: empowering the visually impaired in the Kingdom of Saudi Arabia (KSA) with deep learning-based intelligent wearable vision system.

Fatma M. Talaat, Mohammed Farsi, Mahmoud Badawy, Mostafa A. El-Hosseini

Neural Comput. Appl., July, 2024

Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication.

Hanaa ZainEldin, Samah A. Gamel, Fatma M. Talaat, Mansourah Aljohani, Nadiah A. Baghdadi, Amer Malki, Mahmoud Badawy, Mostafa A. Elhosseini

Artif. Intell. Rev., July, 2024

Active convolutional neural networks sign language (ActiveCNN-SL) framework: a paradigm shift in deaf-mute communication.

Hanaa ZainEldin, Nadiah A. Baghdadi, Samah A. Gamel, Mansourah Aljohani, Fatma M. Talaat, Amer Malki, Mahmoud Badawy, Mostafa A. El-Hosseini

Artif. Intell. Rev., June, 2024

Real-time facial emotion recognition model based on kernel autoencoder and convolutional neural network for autism children.

Fatma M. Talaat, Zainab Hassan Ali, Reham R. Mostafa, Nora El-Rashidy

Soft Comput., May, 2024

The effect of consanguineous marriage on reading disability based on deep neural networks.

Fatma M. Talaat

Multim. Tools Appl., May, 2024

Correction to: Utilizing social media and machine learning for personality and emotion recognition using PERS.

Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan, Samah A. Gamel

Neural Comput. Appl., April, 2024

Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making.

Mahmoud Y. Shams, Samah A. Gamel, Fatma M. Talaat

Neural Comput. Appl., April, 2024

Water quality prediction using machine learning models based on grid search method.

Mahmoud Y. Shams, Ahmed M. Elshewey, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Fatma M. Talaat, Zahraa Tarek

Multim. Tools Appl., April, 2024

Explainable Enhanced Recurrent Neural Network for lie detection using voice stress analysis.

Fatma M. Talaat

Multim. Tools Appl., March, 2024

Machine learning in detection and classification of leukemia using C-NMC_Leukemia.

Fatma M. Talaat, Samah A. Gamel

Multim. Tools Appl., January, 2024

Exploring the effects of pandemics on transportation through correlations and deep learning techniques.

Samah A. Gamel, Esraa Hassan, Nora El-Rashidy, Fatma M. Talaat

Multim. Tools Appl., January, 2024

Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction.

Fatma M. Talaat, Abdussalam Aljadani, Mahmoud Badawy, Mostafa A. Elhosseini

Neural Comput. Appl., 2024

SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement.

Samah A. Gamel, Fatma M. Talaat

Neural Comput. Appl., 2024

Real-time Arabic avatar for deaf-mute communication enabled by deep learning sign language translation.

Fatma M. Talaat, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El-Samie, Ali I. Siam

Comput. Electr. Eng., 2024

2023

Utilizing social media and machine learning for personality and emotion recognition using PERS.

Fatma M. Talaat, Eman M. El-Gendy, Mahmoud M. Saafan, Samah A. Gamel

Neural Comput. Appl., November, 2023

An improved fire detection approach based on YOLO-v8 for smart cities.

Fatma M. Talaat, Hanaa ZainEldin

Neural Comput. Appl., October, 2023

RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network.

Fatma M. Talaat, Samah A. Gamel

J. Ambient Intell. Humaniz. Comput., October, 2023

Stress monitoring using wearable sensors: IoT techniques in medical field.

Fatma M. Talaat, Rana Mohamed El-Balka

Neural Comput. Appl., September, 2023

A2M-LEUK: attention-augmented algorithm for blood cancer detection in children.

Fatma M. Talaat, Samah A. Gamel

Neural Comput. Appl., August, 2023

Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes.

Fatma M. Talaat

Neural Comput. Appl., August, 2023

Predicting the impact of no. of authors on no. of citations of research publications based on neural networks.

Fatma M. Talaat, Samah A. Gamel

J. Ambient Intell. Humaniz. Comput., July, 2023

Real-time facial emotion recognition system among children with autism based on deep learning and IoT.

Fatma M. Talaat

Neural Comput. Appl., June, 2023

Automatic stress detection in car drivers based on non-invasive physiological signals using machine learning techniques.

Ali I. Siam, Samah A. Gamel, Fatma M. Talaat

Neural Comput. Appl., June, 2023

Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images.

Esraa Hassan, Samir Elmougy, Mai R. Ibraheem, M. Shamim Hossain, Khalid Al Mutib, Ahmed Ghoneim, Salman A. AlQahtani, Fatma M. Talaat

Sensors, 2023

Robust Deep Learning Model for Black Fungus Detection Based on Gabor Filter and Transfer Learning.

Esraa Hassan, Fatma M. Talaat, Samah Adel Gamel, Samir Abdelrazek, Ahsan Aziz, Yunyoung Nam, Nora El-Rashidy

Comput. Syst. Sci. Eng., 2023

2022

Effective deep Q-networks (EDQN) strategy for resource allocation based on optimized reinforcement learning algorithm.

Fatma M. Talaat

Multim. Tools Appl., 2022

Effective prediction and resource allocation method (EPRAM) in fog computing environment for smart healthcare system.

Fatma M. Talaat

Multim. Tools Appl., 2022

Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO.

Fatma M. Talaat, Hesham A. Ali, Mohamed S. Saraya, Ahmed I. Saleh

Knowl. Inf. Syst., 2022

2020

A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment.

Fatma M. Talaat, Mohamed S. Saraya, Ahmed I. Saleh, Hesham A. Ali, Shereen H. Ali

J. Ambient Intell. Humaniz. Comput., 2020

Effective cache replacement strategy (ECRS) for real-time fog computing environment.

Fatma M. Talaat, Shereen H. Ali, Ahmed I. Saleh, Hesham A. Ali

Clust. Comput., 2020

2019

Effective Load Balancing Strategy (ELBS) for Real-Time Fog Computing Environment Using Fuzzy and Probabilistic Neural Networks.

Fatma M. Talaat, Shereen H. Ali, Ahmed I. Saleh, Hesham A. Ali

J. Netw. Syst. Manag., 2019

A hybrid intrusion detection system (HIDS) based on prioritized k-nearest neighbors and optimized SVM classifiers.

Ahmed I. Saleh, Fatma M. Talaat, Labib M. Labib

Artif. Intell. Rev., 2019