Avnish Kumar

#federated learning Open access Oct 2026

Explainable federated learning for spatio-temporal stress inference in distributed agricultural monitoring

Agricultural crops experience environmental and physiological stressors that evolve across space and time. These processes are only indirectly observable through imaging and are frequently monitored across geographically distributed sites with heterogeneous conditions and restricted data sharing. This study formulates...

MD Tausif Mallick, Saptarshi Banerjee, Monalisa Ganguly et al. · Figshare · 0 citations

#federated learning Open access Oct 2026

Explainable federated learning for spatio-temporal stress inference in distributed agricultural monitoring

Agricultural crops experience environmental and physiological stressors that evolve across space and time. These processes are only indirectly observable through imaging and are frequently monitored across geographically distributed sites with heterogeneous conditions and restricted data sharing. This study formulates...

MD Tausif Mallick, Saptarshi Banerjee, Monalisa Ganguly et al. · Figshare · 0 citations

#federated learning Open access Oct 2026

Explainable federated learning for spatio-temporal stress inference in distributed agricultural monitoring

Agricultural crops experience environmental and physiological stressors that evolve across space and time. These processes are only indirectly observable through imaging and are frequently monitored across geographically distributed sites with heterogeneous conditions and restricted data sharing. This study formulates...

MD Tausif Mallick, Saptarshi Banerjee, Monalisa Ganguly et al. · Cogent Food & Agriculture · 0 citations