A simple python implementation of Fuzzy C-means algorithm.

Efficient implementation in Python of Density-Based Clustering Validation (DBCV) metric, fully compatible with the original MATLAB implementation.

Randomly Deployed Wireless Sensor Network. UAV data collection. Nodes clustering. Find and build optimal route to collect data. Build network energy model. Calculate energy for data transmittion. Display charge, lifetime, used energy.

Clustering view [Proof of concept]

Set of utilities to cluster perceptual similar images in a small to medium data sets

Camera Live Stream Monitoring Framework based on OpenCV, written in C++.

PHP extension for points clusterization on the map

Visualization of k-Means and Fuzzy c-Means clustering algorithms

Projeto de engenharia e ciência de dados da imobiliária InsightPlaces utilizando tecnologias de big data. Implementação de modelos de machine learning de regressão e agrupamento (clusterização).

Adaptations of metaheuristic algorithms for the clusterization problem in rust 🦀

Clope algorithm implementation

Data mining course - 2020

TCC do curso de pós graduação em Ciência de Dados da PUC-MG (oferta 2021)

Node.js server with clusterization

Built a responsive and visually appealing portfolio website using HTML, CSS, and JavaScript. - Highlights projects, skills, and achievements with an interactive design

Customer segmentation project using clusterization techinques.

Pet-project: indexing images and clusterization of faces on them.

Прикладной курс, посвященный спецификации и реализации ML моделей. Другие темы курса включают изучение ассоциативных правил и проблемы оптимизации. Курс сфокусирован на теории машинного обучения.

Use of text mining for the classification of articles according to a topic

Implementing K-Means clustering for research about environmental awareness and environmental practices of Ecuadorian households regarding the enviroment