The use of convolutional neural networks improved greatly data synthesis in the last years and have been widely used for data augmentation in scenarios where very imbalanced data is observed, such as land cover segmentation.Balancing the proportion of classes for training segmentation models can be very challenging considering that samples where al

This paper studies the privacy of wireless communications from an eavesdropper that employs a deep learning (DL) classifier to detect transmissions of interest.There exists one transmitter that transmits to Coq10 its receiver in the presence of an eavesdropper.In the meantime, a cooperative jammer (CJ) with multiple antennas transmits carefully cra

Olive R/C Car oil and CLA enriched olive oil were compared with each other in a growth trial with broiler chickens, as energy supplements to the diet.A commercial CLA blend was used at the level of 1 kg per 100 kg mixed integrated feed.Two hundred and forty commercial hybrid broilers (Ross 308) were randomly subdivided and allotted to 8 pens of 30

Primary vaginal cancer is a rare gynecologic malignancy.Given the rarity of the disease, standardized GIFTWARE approaches to management are limited, and a great variety of therapeutic conditions are endorsed.This paper reviews advances in surgical approaches, radiation, chemoradiation, and immunotherapy.Advances in surgical management including the

The study attempts to determine the impact of government policies of import of gold in India on the domestic price of gold during 2013 using Autoregressive Integrated Moving Average (ARIMA) intervention model.2013 was an amazing year for Indian gold market where the price had reached its zenith.In April 2013, to curb a record trade deficit, India i