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Published Papers

​Published Papers & Outputs

This page presents the research outputs of the Smart Aquaponics project, including peer-reviewed conference and journal papers, book chapters, and recognition received. It also outlines planned future outputs as the project progresses.

Published Papers

Federated Learning for Smart and Sustainable Aquaponics: A Decentralized AI Approach for Urban Resilience
Kasif, A., & Catal, C.
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025
Empirical Analysis of Caching Patterns in Microservice Architectures
Karatas, F., Akbulut, A., & Catal, C.
IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2025

Accepted Book Chapter

Accepted
Image Processing for Precision Aquaponics: Applications, Challenges, and Future Directions
Ahmet Kasif, Cagatay Catal

Submitted Journal Papers

Under Review
A Model-Based Reference Architecture for Smart Aquaponics Systems
Ahmet Kasif, Cagatay Catal, Bedir Tekinerdogan
Under Review
Smart Aquaponics: A Systematic Literature Review
Hamad Al-Mohannadi, Mahamood Alam, Xiaofan Cao, Cagatay Catal

Awards

 
Best Paper Award – IC3IT 2026
Dr. Cagatay Catal received the Best Paper Award at IC3IT 2026 in Hammamet, Tunisia for the paper: "Artificial Intelligence for Algorithm Discovery: A Three-Dimensional Framework."

Future Outputs

  • Open Datasets
  • AI Models
  • Research Software
  • Technical Reports
  • Workshops & Demonstrations

Content Editor ‭[1]‬
photo of Qatar University buildings - right side
photo of Qatar University buildings - right side