Machine Learning

Data driven orthogonal basis selection for functional data analysis

Automated Orthonormal Basis Selection for Functional Data Analysis

Rani Basna, Hiba Nassar, Krzysztof Podgórski

Data driven orthogonal basis selection for functional data analysis

Data Driven Knot Selection

Orthonormal Basis Selection using Machine Learning.

Data Driven Knot Selection

Unsupervised Feature Transformation

Convert categorical features into numerical ones.

Unsupervised Feature Transformation

Probabilistic Graphical Models for Inference

Using Probabilistic Graphical Models for Inference

Probabilistic Graphical Models for Inference

Machine Learning Assisted Orthonormal Basis Selection for Functional Data Analysis

Automated Orthonormal Basis Selection for Functional Data Analysis

Rani Basna, Hiba Nassar, Krzysztof Podgórski

Machine Learning Assisted Orthonormal Basis Selection for Functional Data Analysis

Shiny app presenting clustering results

Clustering phenotype of Food allergies data

Shiny app presenting clustering results

unsupervised learning to phenotype the airway disease

Phenotyping