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G. Safiya Begam

According to our database1, G. Safiya Begam authored at least 2 papers between 2025 and 2026.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of six.

Timeline

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Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Multi-step time series forecasting of fish health in aquaponics with combined attention enriched CNN-LSTM to strengthening sustainability initiatives for improved aquaponics management.
[BibTeX]
[DOI]
G. Safiya Begam
,
W. Aisha Banu
Int. J. Intell. Eng. Informatics, 2026

2025
Recommendations for Using Transparent Deep Learning in Aquaponics to Detect Nutrient Deficiencies Using CNN and Grad-CAM.
[BibTeX]
[DOI]
G. Safiya Begam
,
W. Aisha Banu
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2025


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