Abstract In recent years, Deep Neural Networks (DNNs) have achieved excellent performance on many tasks, but it is very difficult to train good models from imbalanced datasets. Creating balanced batches either by majority data down-sampling or minority up-sampling can solve the problem in certain cases. However, may lead learning process instability and overfitting. this paper, we propose Batch...

y Diese Arbeiten wurden mit der Unterst utzung des Bundesamtes f ur Bildung und Wissenschaft (BBW, Bern) unter Vertrag BBW Nr. 94.0047 durchgef uhrt.

The genetic relation among different populations and breeds of goats in Bangladesh was studied using 15 microsatellite markers. A total of 181 goat samples36 from Black Bengal of western part (BBW), 39 from Black Bengal of central part (BBC), 40 from Black Bengal of Hilly region (BBH), 28 from exotic breeds (JAM) and 39 from crossbred (CRW) were genotyped. The allele number per locus ranged fro...

Brake-by-wire (BBW) technology is crucial in driverless cars. The BBW technology, which has a faster reaction time and greater stability, can improve passenger safety refers to the removal of some complicated mechanical hydraulic components from traditional braking system favor using wires transmit signals, improves performance. Firstly, this paper summarized BBW’s development history as well i...

A black box warning (BBW) is the highest level of warning issued by the U.S. Food and Drug Administration (FDA). It aims to inform the patient and the prescriber of the potential major risks or lifethreatening adverse reactions associated with the use of a medication. The warning is usually placed on top of the drug information label and is highlighted with a black box that distinguishes it fro...

Assumptions of normality in most animal breeding applications may make inferences vulnerable to the presence of outliers. Heavy-tail densities are viable alternatives to normal distributions and provide robustness against unusual or outlying observations when used to model the densities of residual effects. Our objective is to compare estimates of genetic parameters by fitting multivariate norm...

This paper describes a novel framework called Distributed Partial Information Management (or DPIM). It addresses several major challenges in achieving efficient shared path protection under distributed control with only partial information, including (1) how much partial information about existing active and backup paths (or APs and BPs respectively) is maintained and exchanged; (2) how to obta...

We present 5-35 µm spectra, taken with the Infrared Spectrograph (IRS) on the Spitzer Space Telescope, of five FU Orionis objects: FU Ori, V1515 Cyg, V1057 Cyg, BBW 76, and V346 Nor. All but V346 Nor reveal amorphous silicate grains in emission at 10 µm and 20 µm, and show water-vapor absorption bands at 5.8 and 6.8 µm and SiO or possibly methane absorption at 8 µm. These absorption features cl...

This paper describes a novel framework, called Distributed Partial Information Management (or DPIM). It addresses several major challenges in achieving efficient shared path protection under distributed control with only partial information, including (1) how much partial information about existing active and backup paths (or APs and BPs respectively) is maintained and exchanged; (2) how to obt...

Generalized de Broglie-Bargmann-Wigner (BBW) equations are relativistically invariant quantum mechanical many body equations with nontrivial interaction, selfregularization and probability interpretation. Owing to these properties these equations are a suitable means for describing relativistic bound states of fermions. In accordance with de Broglie’s fusion theory and modern assumptions about ...