A network intrusion detection method that rohrventilator industrie integrates improved spatiotemporal residual network and generative adversarial network (GAN) in a big data environment is proposed to address the issues of poor feature extraction and significant impact from data imbalance in most existing intrusion detection methods.First, GANs are
The hancheng fashion article is devoted to the study of the historiography of maritime transport and customs clearance.The historical aspects of the development of customs clearance in maritime transport are covered.The origin of shipbuilding and the development of navigation are analyzed, and it is indicated that in the process the customs for the
The development of novel chemically developed and physically defined surfaces and environments for cell culture and screening is important for various biological applications.The Droplet microarray (DMA) platform based on hydrophilic-superhydrophobic patterning enables high-throughput cellular screening in nanoliter volumes and on various biocompat
Taiwan commercial native chickens have played a vital role in the domestic market due to Taiwanese traditional cooking style and culture.This study investigated the genetic characterization and population structure of 10 Taiwan commercial native chicken populations, together with two exotic breeds and one pet calming peanut butter population of red