Assessment of the traffic capacity of a rail infrastructure involved within railway stations is one of the basic components of the rail transport planning process.An important part of the rail infrastructure in the stations is station throat, which typically comprises many switches and track crossings.Station throat acts as operating bottleneck tha
Sketch distance-based clustering of chromosomes for large genome database compression
Abstract Background The rapid development of Next-Generation Sequencing technologies enables sequencing genomes with low cost.The dramatically increasing amount of sequencing data raised crucial needs for efficient compression algorithms.Reference-based compression algorithms have exhibited outstanding performance on compressing single genomes.Howe
Coupling of autophagy and the mitochondrial intrinsic apoptosis pathway modulates proteostasis and ageing in Caenorhabditis elegans
Abstract Mitochondria preserve metabolic homeostasis and integrate stress signals, to trigger cytoprotective, or cell death pathways.Mitochondrial homeostasis and function decline with age.The mechanisms underlying the deterioration of mitochondrial homeostasis during ageing, or in age-associated pathologies, remain unclear.Here, we show that CISD-
Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning
In this paper, we perform a systematic study about the on-body sensor positioning and data acquisition details for Human Activity Recognition (HAR) systems.We build a testbed that consists of eight body-worn Inertial Measurement Units (IMU) sensors and an Android mobile device for activity data collection.We develop a Long Short-Term Memory (LSTM)