Litcius/Paper detail

An attention mechanism augmented CNN-GRU method integrating optimized variational mode decomposition and frequency feature classification for complex signal forecasting

Congxin Wei, Zidong Quan, Zhifeng Qian, Haikuo Pang, Yaxin Su, Lei Wang

2025Expert Systems with Applications12 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligencePattern recognition (psychology)Mechanism (biology)DecompositionFeature (linguistics)Mode (computer interface)SIGNAL (programming language)Machine learningPhysicsProgramming languagePhilosophyQuantum mechanicsOperating systemBiologyEcologyLinguisticsImage and Signal Denoising MethodsMachine Fault Diagnosis TechniquesNeural Networks and Applications
An attention mechanism augmented CNN-GRU method integrating optimized variational mode decomposition and frequency feature classification for complex signal forecasting | Litcius