Automated generation of 3D from 2D videos using Manifold Learning

Hyperspectral Image Analysis

Generalized Principal Component Analysis

Modeling Decisions for Artificial Intelligence

Statistical Language and Speech Processing

High-Dimensional and Low-Quality Visual Information Processing

Hyperspectral Image Analysis

Pattern Analysis of the Human Connectome

Multi-aspect Learning

Manifold Learning

Data-Driven Fault Detection and Reasoning for Industrial Monitoring

Prostate Segmentation in Ultrasound and Magnetic Resonance Images

Computational Methods for Deep Learning

Pattern Recognition

Graph Embedding for Pattern Analysis

Advances in Visual Computing

High-Dimensional and Low-Quality Visual Information Processing

Mathematical Foundation of Artificial Intelligence

Machine Learning for Vision-Based Motion Analysis

Mathematical Principles of Topological and Geometric Data Analysis

Diffusion-Driven Wavelet Design for Shape Analysis

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Manifold Learning Theory and Applications

Classical and Discrete Differential Geometry

Classical and Discrete Differential Geometry

Diffusion-Driven Wavelet Design for Shape Analysis

Machine Learning in Medical Imaging

Machine Learning for Vision-Based Motion Analysis

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Pattern Analysis of the Human Connectome

Graph Embedding for Pattern Analysis

Elements of Dimensionality Reduction and Manifold Learning

Generalized Principal Component Analysis

Elements of Dimensionality Reduction and Manifold Learning

Predictive Intelligence in Medicine