A review of artificial intelligence-assisted omics techniques in plant defense: current trends and future directions
Plants intricately deploy defense systems to counter diverse biotic and abiotic stresses.
Omics technologies, spanning genomics, transcriptomics, proteomics, and metabolomics …
Omics technologies, spanning genomics, transcriptomics, proteomics, and metabolomics …
Explainable deep learning in plant phenotyping
The increasing human population and variable weather conditions, due to climate change,
pose a threat to the world's food security. To improve global food security, we need to …
pose a threat to the world's food security. To improve global food security, we need to …
One Health concepts and challenges for surveillance, forecasting, and mitigation of plant disease beyond the traditional scope of crop production
Abstract The One Health approach to understanding disease epidemiology and achieving
surveillance and prevention is holistic, while focusing on zoonotic diseases. Many of its …
surveillance and prevention is holistic, while focusing on zoonotic diseases. Many of its …
A study of interpretability mechanisms for deep networks
A Kokate - 2018 - search.proquest.com
Deep neural networks are traditionally considered to be “black-box” models where it is
generally difficult to interpret a certain decision made by such models given a test instance …
generally difficult to interpret a certain decision made by such models given a test instance …
Deep learning for field-based automated high-throughput plant phenotyping
Z Zhang - 2019 - search.proquest.com
The current rapid development trend in Artificial Intelligence (AI) provides a vast selection of
high-quality tools to solve complex problems in more efficient ways than before. As a …
high-quality tools to solve complex problems in more efficient ways than before. As a …
[PDF][PDF] PROMOTION AND TENURE FACULTY VITA COLLEGE OF ENGINEERING
CD Held - 2018 - me.iastate.edu
1 PROMOTION AND TENURE FACULTY VITA COLLEGE OF ENGINEERING Date: August 1,
2018 I. CANDIDATE INFORMATION A. Name: Baskar Ganapa Page 1 Revised 11-1-2013 1 …
2018 I. CANDIDATE INFORMATION A. Name: Baskar Ganapa Page 1 Revised 11-1-2013 1 …