S

SVM

Códigos de diseño de clasificadores SVM y MLP para la identificación de vocalizaciones de perros y ovejas en entornos rurales, junto con algoritmos de optimización de arquitecturas MLP mediante algoritmos evolutivos

This project aims to develop a robust and interpretable machine learning model for early detection of cyberattacks within network systems. By analyzing network traffic data and identifying patterns associated with malicious activities, the model strives to improve network security and prevent potential cyber threats.

This project addresses a real-world challenge involving the control of a robot tasked with trajectory tracking and navigating an assembly line. The objective is to efficiently connect various components along the line while adhering to Linear Temporal Logic (LTL) constraints. The ultimate goal is to seamlessly integrate elements of the assembly line by ensuring the robot's trajectory adheres to specified conditions and constraints.

Small (Python) project to predict facial expressions using a SVM and facial landmarks. Contains a notebook with commented code + additional code snippets.

Multi-agent system that can be used to predict movie score using contents of its review.

Python and C++ classes for SVM classification

implementing sentiment analysis using svm and lexicon based and hybrid methods. the crawler folder is the code for scraping comments in mobile.ir website. the goal of project is to determining the most popular mobile brand based on user's opinions.

Final Project that used SVM classfication to judge cheer leading motions.