Variational Mode Feature Construction-Based Improved Kernel Extreme Learning Machine for Rotating Machinery Intelligent Diagnosis
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3532798
Abstract: The complex operational environment brings challenges to vibration signal-based rotating mechanical equipment fault identification. On the one hand, the fault features under heavy background noise reveal weakness and nonstationary characteristics, which makes traditional spectral-based methods… read more here.
Keywords: diagnosis; mode feature; variational mode; feature construction ... See more keywords
A Systematic Review on Posttranslational Modification in Proteins: Feature Construction, Algorithm and Webserver.
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DOI: 10.2174/0929866525666180925151720
Abstract: BACKGROUND Proteins through post translational modifications perform their biological process and cellular functions. Post-translational modifications play important roles in various biological process and cell functions. Identifying the PTMs sites in proteins is very significant to… read more here.
Keywords: feature construction; post translational; review; modification proteins ... See more keywords
Graphical Feature Construction-Based Deep Learning Model for Fatigue Life Prediction of AM Alloys
Sign Up to like & getrecommendations! Published in 2024 at "Materials"
DOI: 10.3390/ma18010011
Abstract: Fatigue failure poses a serious challenge for ensuring the operational safety of critical components subjected to cyclic/random loading. In this context, various machine learning (ML) models have been increasingly explored, due to their effectiveness in… read more here.
Keywords: feature construction; graphical feature; model; learning ... See more keywords