126 citations · 277 across the 19 of their papers we have counts for
19 papers
A Multi-Layer CNN-GRUSKIP model based on transformer for spatial TEMPORAL traffic flow prediction
Karimeh Ibrahim Mohammad Ata, Mohd Khair Hassan, Ayad Ghany Ismaeel +3
Traffic flow prediction remains a cornerstone for intelligent transportation systems ITS, influencing both route optimization and environmental efforts. While Recurrent Neural Netw…
An Enhanced Analysis of Traffic Intelligence in Smart Cities Using Sustainable Deep Radial Function
Ayad Ghany Ismaeel, S. J. Jereesha Mary, C. Anitha +4
Smart cities have revolutionized urban living by incorporating sophisticated technologies to optimize various aspects of urban infrastructure, such as transportation systems. Effec…
Traffic Pattern Classification in Smart Cities Using Deep Recurrent Neural Network
Ayad Ghany Ismaeel, Krishnadas Janardhanan, Manishankar Sankar +4
This paper examines the use of deep recurrent neural networks to classify traffic patterns in smart cities. We propose a novel approach to traffic pattern classification based on d…
Takagi-Sugeno Fuzzy Modeling and Control for Effective Robotic Manipulator Motion
Izzat Aldarraji, Ayad Kakei, Ayad Ghany Ismaeel +5
Robotic manipulators are widely used in applications that require fast and precise motion. Such devices, however, are prompt to nonlinear control issues due to the flexibility in j…
Effective Data Mining Technique for Classification Cancers via Mutations in Gene using Neural Network
Ayad Ghany Ismaeel, Dina Yousif Mikhail
The prediction plays the important role in detecting efficient protection and therapy of cancer. The prediction of mutations in gene needs a diagnostic and classification, which is…
Novel Mining of Cancer via Mutation in Tumor Protein P53 using Quick Propagation Network
Ayad Ghany Ismaeel, Raghad Zuhair Yousif
There is multiple databases contain datasets of TP53 gene and its tumor protein P53 which believed to be involved in over 50% of human cancers cases, these databases are rich as da…