Deep sparse autoencoder integrated with three‐stage framework for glaucoma diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22911
Abstract: Recently, end‐to‐end deep neural networks‐based glaucoma diagnosis approaches have been gaining much attention. However, the feature extractor and classier in these approaches are trained together, which is known as coadaptation. Therefore, the feature distribution in… read more here.
Keywords: glaucoma diagnosis; diagnosis; stage framework; framework glaucoma ... See more keywords
Dual-stage framework for corrosion prediction in oilfield conditions combining short-term data and long-term extrapolation
Sign Up to like & getrecommendations! Published in 2025 at "Anti-Corrosion Methods and Materials"
DOI: 10.1108/acmm-03-2025-3219
Abstract: This study aims to develop a reliable predictive framework for estimating long-term corrosion behavior and service life of pipeline materials exposed to high-pressure CO2 rich oilfield environments. Traditional models often fail to capture the dual-phase… read more here.
Keywords: dual stage; term; stage framework; long term ... See more keywords
Data-Driven Two-Stage Framework for Identification and Characterization of Different Antibiotic-Resistant Escherichia coli Isolates Based on Mass Spectrometry Data
Sign Up to like & getrecommendations! Published in 2023 at "Microbiology Spectrum"
DOI: 10.1128/spectrum.03479-22
Abstract: Based on a large amount of matrix-assisted laser desorption ionization–time-of-flight mass spectrometry (MALDI-TOF MS) clinical data, comprising 37,918 Escherichia coli isolates, a data-driven two-stage framework was established to evaluate the antimicrobial resistance of E. coli.… read more here.
Keywords: two stage; stage framework; driven two; stage ... See more keywords
STAGE framework: A stock dynamic anomaly detection and trend prediction model based on graph attention network and sparse spatiotemporal convolutional network
Sign Up to like & getrecommendations! Published in 2025 at "PLOS One"
DOI: 10.1371/journal.pone.0318939
Abstract: As the financial market becomes increasingly complex, stock prediction and anomaly data detection have emerged as crucial tasks in financial risk management. However, existing methods exhibit significant limitations in handling the intricate relationships between stocks… read more here.
Keywords: detection; stage framework; framework; prediction ... See more keywords
A two-stage framework for enhancing crsyptocurrency portfolio performance: Integrating credibilistic CVaR criterion with a novel asset preselection approach
Sign Up to like & getrecommendations! Published in 2025 at "PLOS One"
DOI: 10.1371/journal.pone.0325973
Abstract: In an increasingly diverse investment landscape, the cryptocurrency market has emerged as a compelling option, offering the potential for high returns, diversification opportunities, and significant liquidity. However, the inherent volatility and regulatory uncertainties of this… read more here.
Keywords: stage framework; framework; portfolio; asset ... See more keywords