Publications & Research Output

Contributing to the advancement of GIS, machine learning, and urban mobility research

18+ Publications
9 Years Publishing
360+ Citations
9 h-index
Filter by Year:
19 Total Papers
10+ Journal Articles
3 Conference Papers
2 Book Chapters
2026

Intelligent Transportation Systems for Urban Environments: A Hybrid Offline-Online Framework for Traffic Prediction and Dynamic Routing

Sayed Ahmed Sayed, Yasser Abdelhamid, Hesham Ahmed Hefny, International Journal of Intelligent Engineering and Systems, Vol.19, No.3, 2026.

Journal Article Scopus Indexed Deep Learning View Publication
2025

Intelligent Traffic Flow Prediction Using Deep Learning Techniques: A Comparative Study

Sayed, S.A., Abdel-Hamid, Y. & Hefny, H.A. SN COMPUT. SCI. 6, 60 (2025).

Journal Article Scopus Indexed Deep Learning View Publication
2024

Programming an Interactive Map to Enhance Clients' Participation in Site Selection of E-Marketing in Cairo and Giza Governorates: Egypt

Alkot Mohamed, R., & Ahmed Sayed, S. (2024). IntechOpen. doi: 10.5772/intechopen.1002489

Book Chapter GIS View Publication
2023

Traffic Flow Prediction Using Big Data and Geographic Information Systems: A Survey of Data Sources, Frameworks, Challenges, and Opportunities

International Journal of Computing and Digital Systems, 08/01/2023, 10.12785/ijcds/140147, 2210-142X

Review Paper Scopus Indexed Big Data View Publication
2023

Sentinel-2 Satellite Imagery for Retrieving and Mapping Soil Properties Using Machine Learning

Amin, M. E., et al. (2023). In: Gad, A.A., Elfiky, D., Negm, A., Elbeih, S. (eds) Applications of Remote Sensing and GIS. ICRSSSA 2022. Springer Proceedings in Earth and Environmental Sciences. Springer, Cham.

Book Chapter Remote Sensing View Publication
2023

A Comparative Study of Big Data Use in Egyptian Agriculture

Journal of Electrical Systems and Information Technology, 04/04/2023, 10.1186/s43067-023-00090-5

Journal Article Agriculture View Publication
2023

Deep Learning Methods Used in Remote Sensing Images: A Review

Rewhel, E. M., Li, J., Hamed, A. A., Keshk, H. M., Mahmoud, A. S., Sayed, S. A., et al. (2023). Journal of Environmental & Earth Sciences, 5(1), 33-64.

Review Paper Deep Learning View Publication
2023

Artificial Intelligence-Based Traffic Flow Prediction: A Comprehensive Review

Journal of Electrical Systems and Information Technology, 03/09/2023, 10.1186/s43067-023-00081-6

Review Paper Scopus Indexed Traffic View Publication
2023

Investigation on the Use of Ensemble Learning and Big Data in Crop Identification

Heliyon, 02/01/2023, 10.1016/j.heliyon.2023.e13339, 2405-8440

Journal Article Big Data View Publication
2022

Programming an Interactive Map to Enhance Clients' Participation in Site Selection of E-Marketing, in Cairo and Giza Governorates- Egypt

Bulletin de la Société de Géographie d'Egypte, 12/01/2022, 10.21608/bsge.2022.151512.1011, 2735-3036

Journal Article GIS View Publication
2022

Enhancing Hybrid Learning Using Open Source GIS-Based Maps Archiving System

The Egyptian Journal of Remote Sensing and Space Science, 12/01/2022, 10.1016/j.ejrs.2022.07.003, 1110-9823

Journal Article Education View Publication
2022

A Conceptual Framework for Using Big Data in Egyptian Agriculture

International Journal of Advanced Computer Science and Applications, 2022, 10.14569/IJACSA.2022.0130322

Journal Article Agriculture View Publication
2021

Satellite Imagery Super-Resolution Using Squeeze-and-Excitation-Based GAN

International Journal of Aeronautical and Space Sciences, 12/01/2021, 10.1007/s42405-021-00396-6

Journal Article Remote Sensing View Publication
2021

Hyperspectral Change Detection Based on Modification of UNet Neural Networks

Journal of Applied Remote Sensing, 2021, 10.1117/1.JRS.15.028505

Journal Article Deep Learning View Publication
2020

A WebGIS Decision Support System for Wadi El Natrun Rural Land Management

Proceedings - 2020 21st International Arab Conference on Information Technology, ACIT 2020, 10.1109/ACIT50332.2020.9300106

Conference Paper GIS View Publication
2020

Learning to Hash with Convolutional Network for Multi-Label Remote Sensing Image Retrieval

International Journal of Intelligent Engineering and Systems, 2020, 10.22266/ijies2020.1031.47

Journal Article Deep Learning View Publication
2018

Mobile-Based Routes Network Analysis for Emergency Response Using an Enhanced Dijkstra's Algorithm and AHP

International Journal of Intelligent Engineering and Systems, 2018, 10.22266/IJIES2018.1231.25

Journal Article Mobile GIS View Publication
2017

GIS-Based Network Analysis for the Roads Network of the Greater Cairo Area

CEUR Workshop Proceedings, 2017

Conference Paper GIS View Publication
2015

Implementation of an Investment Information System Based on Google Maps API

International Journal of Advanced Research in Computer and Communication Engineering, 2015

Journal Article GIS View Publication