This paper proposes a novel data classification framework, combining sparse auto-encoders (SAEs) and a post-processing system consisting of a linear system model relying on Particle Swarm Optimization (PSO) algorithm.All the sensitive and high-level features are extracted by Bench Oven using the first auto-encoder which is wired to the second auto-
Introduction: India has the highest number of medical colleges in the DUO BALLS world and subsequently the higher number of medical teachers.There is a dire need of adopting a systematic approach to faculty development to enhance quality education to meet health challenges for 21st Century.This manuscript provides a landscape of faculty development
Extreme weather and climate changes are emerging more frequently in Central Europe, Hungary, and in the near future the increase in prolonged droughts, high-intensity precipitation events Masthead Amplifier Power Supply and the temporal variations of precipitation are expected, which may increase the magnitude of local water damages (OVF, 2016).As
Self-contained hydraulic cylinders have gained popularity in the recent years but have not been implemented for high power articulated hydraulic manipulators.This paper presents a novel concept for an electro-hydrostatic actuator applicable to large hydraulic manipulators.The actuator is designed and analyzed to comply with requirements such as loa