pattern-classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

Toolbox for the analysis of smFISH images.

Signal-Processing-and-Pattern-Classification - Atrial fibrillation & PCG classification

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

Online feature-extraction and classification algorithm that learns representations of input patterns.

Object oriented Regular Expressions implementation. The syntax is the same as .NET Regex.

A metaphysical theory of knowledge based on patterns of change.

Content-based Music Genre Classification

Quaternion-based Gesture Recognition Using Wireless Wearable Motion Capture Sensor. (MASc thesis project and paper)

This is a C-code of CubeMarker:Multi-Aspect Mining of Complex Sensor Sequences accepted for ICDM'19 as a regular paper.

Pattern classification with fMRI data. Reproduced from Poldrack's repository by Matlab.

Probability Models, Detection, and ML + MMSE estimation

Dataset for the salmon/sea bass example from the book Pattern Classification 2nd ed. by Richard O. Duda, Peter E. Hart

⬛ ⬜ Binary Image Classifier using Gaussian Mixture Models written in MatLab (2017)

Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.

Pattern Recognition Samples

This is the homework of Pattern Classification class.

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

[Mathematics 2025, 13(19), 3144] [Code] A Cluster-Level Information Fusion Framework for D-S Evidence Theory with its Applications in Pattern Classification