Review on functional data classification
A fundamental problem in functional data analysis is to classify a functional observation
based on training data. The application of functional data classification has gained immense …
based on training data. The application of functional data classification has gained immense …
Adaptive Physics-Guided Neural Network
This paper introduces an adaptive physics-guided neural network (APGNN) framework for
predicting quality attributes from image data by integrating physical laws into deep learning …
predicting quality attributes from image data by integrating physical laws into deep learning …
Functional data analysis using deep neural networks
Functional data analysis is an evolving field focused on analyzing data that reveals insights
into curves, surfaces, or entities within a continuous domain. This type of data is typically …
into curves, surfaces, or entities within a continuous domain. This type of data is typically …