ENHANCING THE TRANSFORMER MODEL WITH A CONVOLUTIONAL FEATURE EXTRACTOR BLOCK AND VECTOR-BASED RELATIVE POSITION EMBEDDING FOR HUMAN ACTIVITY RECOGNITION

The Transformer model has received significant attention in Human Activity Recognition (HAR) due to its self-attention mechanism that captures long dependencies in time series.However, for Inertial Measurement Unit (IMU) sensor time-series signals, the Transformer model does not effectively utilize the a priori information of strong complex tempora

Regarding temporary detention and interrogation, it is essential to recognize that while the investigation and questioning of suspects are necessary to copyright justice after a crime has been committed, temporary detention inherently conflicts with individual rights and freedoms, leading legislators to impose restrictions on its application.Articl

Smoking has been catherine lansfield ombre rainbow clouds eyelet curtains accounted for numerous adverse effects.We report a direct effect of smoking in a 73-year-old patient, a heavy smoker who presented to the emergency department with a 48-h history of productive cough and fever.Chest x-ray and chest CT revealed flex 4 heartworm test right lung

The first detection of Formosan ferret-badger (FFB) rabies on the main island of Taiwan occurred in July 2013.National surveillance reports indicated that prior to 2023, rabies outbreaks were limited to the southern region of the Daan River, which was considered a natural barrier preventing the spread northwards.However, in 2023, four new cases of