Fine-grained image recognition aims to classify fine subcategories belonging to the same parent category, such as vehicle model or bird species classification.This is an inherently challenging task because a classifier must capture subtle interclass differences under large intraclass variances.Most previous approaches are based on supervised learni
Transcriptome analysis reveals genes commonly induced by Botrytis cinerea infection, cold, drought and oxidative stresses in Arabidopsis.
Signaling pathways controlling biotic and abiotic click here stress responses may interact synergistically or antagonistically.To identify the similarities and differences among responses to diverse stresses, we analyzed previously published microarray data on the transcriptomic responses of Arabidopsis to infection with Botrytis cinerea (a biotic
Power Saving MAC Protocols for WSNs and Optimization of S-MAC Protocol
Low power MAC protocols have received a lot of consideration in the last few years because of their influence on the lifetime of wireless sensor networks.Since, sensors typically operate on batteries, replacement of which is often difficult.A lot of work has been done to minimize the energy expenditure and prolong the sensor lifetime through energy
Considerations for state-imposed conditions on healthcare provider transactions
The widespread consolidation of health systems, hospitals, and physicians has contributed to the high price of healthcare across the United States.While federal antitrust enforcers continue to play an important role in overseeing large mergers, acquisitions, and other consolidating transactions of major healthcare providers, state oversight over he