Prediction of anti‐HIV activity on the basis of stacked auto‐encoder
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Chemometrics"
DOI: 10.1002/cem.2916
Abstract: The prediction of biologically active compounds plays a very important role for high‐throughput screening approaches in drug discovery. Most computational models, in this area, concentrate on measuring structural similarities between chemical elements. There are various… read more here.
Keywords: hiv activity; auto encoder; anti hiv; stacked auto ... See more keywords
Extracting degradation trends for roller bearings by using a moving-average stacked auto-encoder and a novel exponential function
Sign Up to like & getrecommendations! Published in 2020 at "Measurement"
DOI: 10.1016/j.measurement.2019.107371
Abstract: Abstract Building a smooth degradation curve for a bearing can provide a good basis for predicting its remaining useful life, but the traditional models need to fuse multiple models. The stacked auto-encoder (SAE) can extract… read more here.
Keywords: degradation; auto encoder; stacked auto; moving average ... See more keywords
Fluorescence Molecular Tomography Reconstruction of Small Targets Using Stacked Auto-Encoder Neural Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2975807
Abstract: As a noninvasive and quantitative method, fluorescence molecular tomography (FMT) has many potential applications in biomedical field. It has the power to resolve in three-dimension (3D), the molecular processes in small animal in-vivo in both… read more here.
Keywords: reconstruction; using stacked; reconstruction small; molecular tomography ... See more keywords
A Novel Stacked Auto Encoders Sparse Filter Rotating Component Comprehensive Diagnosis Network for Extracting Domain Invariant Features
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10176084
Abstract: In recent years, the method of deep learning has been widely used in the field of fault diagnosis of mechanical equipment due to its strong feature extraction and other advantages such as high efficiency, portability,… read more here.
Keywords: domain invariant; network; diagnosis; novel stacked ... See more keywords
Stacked Auto-Encoder Modeling of an Ultra-Supercritical Boiler-Turbine System
Sign Up to like & getrecommendations! Published in 2019 at "Energies"
DOI: 10.3390/en12214035
Abstract: The ultra-supercritical (USC) coal-fired boiler-turbine unit has been widely used in modern power plants due to its high efficiency and low emissions. Since it is a typical multivariable system with large inertia, severe nonlinearity, and… read more here.
Keywords: system; unit; ultra supercritical; usc unit ... See more keywords