Publications & Research

Generating Bounding Boxes For Zappos Dataset
Article

Medium

Apr 21, 2018

I show you another strategy to generate boxes in the Zappos dataset, in an automated way, using OpenCV and a simple Python script. You can use the resulting data in Yolo-like neural networks.

Machine Learning
Computer Vision
OpenCV
Python
YOLO
Dataset Processing
A Simple Approach To Build a Similarity System Using SQL Structures and Jaccard Similarity Coefficient
Article

Medium

Oct 27, 2017

Here, you are going to discover a simple solution that you can apply to any system with a SQL Server and only a little code, to create and compare profiles.

SQL
Similarity Systems
Jaccard Coefficient
Data Science
Profile Matching
AgentZilla: An environment to connect agents to Mozilla
Thesis

Bachelor Degree in Systems Engineering Project

Jan 1, 2004

This work shows the development of an entire environment to connect different types of intelligent agents to the Mozilla browser and compatible ones. The agent is not developed here, but instead an interface is presented in its place for testing purposes in order to glimpse some of the different agents that can be developed. In particular, all the necessary components are provided so that an agent can obtain information from an e-commerce site to then make use of it in the form of suggestions and profile construction. The e-commerce site chosen for this purpose is Mercado Libre Argentina, due to its popularity and diversity of articles.

Intelligent Agents
Mozilla
E-commerce
Browser Integration
Profile Systems
Genetic algorithms for user profile learning
Thesis

Thesis and Project - Bachelor Degree in Systems Engineering

Jan 1, 2004

This work focuses on the study of a particular technique for its use in the generation of user profiles in the domains of information retrieval on the Web, e-commerce and a personal agenda; this technique is known as genetic algorithms, which basically consists of the application of concepts such as evolution, natural selection, crossover, mutation as well as any other type of transformation typical of the field of genetics for solving problems in the computational field.

Genetic Algorithms
User Profiling
Information Retrieval
Machine Learning
Evolutionary Computing

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