Author - Pablo Diego Rosell
Unit testing
04Abr

Bootstrapping Variance for Small Area Estimators

I was recently asked by some colleagues to demonstrate the usefulness of Multilevel Regression and Post-stratification (MRP) for small area estimation. I initially resorted to the classics (Gelman et al.), pointing out the efficiency of pooling data to estimate regressors across small areas, then applying...
28Dic

AI Model Integration and Validation via Expert Crowdsourcing

Introduction Historically, the social sciences have been dominated by the development of theories. However, as noted by scholars like Watts (2017) and Kelley (1927), this has led to a clutter of competing theories, giving rise to an 'incoherency problem.' This situation is compounded by measurement challenges...
14Dic

Dynamic Strategy Selection in Constrained Optimization Problems

Human-Autonomy Teaming (HAT) offers significant potential to enhance complex operations by combining the strengths of autonomous agents with human operators. This collaboration, particularly in high-stakes environments like Urban Search and Rescue (USAR), can enhance performance by reducing workload, improving decision-making, and facilitating information sharing. However,...
28Ago

Video Data Augmentation

By Rosan International | Monday, August 28, 2023 | Data Processing   Hi there! As you may know we have been working on video recognition algorithms a bit since the Spring. One of the more challenging aspects in video recognition is getting enough data to train a...
13Jun

Raspberry Pi para Visión Artificial

Configuración de Raspberry Pi para Prototipo de Aplicación Tensorflow de Visión Artificial Por Pablo Diego Rosell | Martes, 13 de junio de 2023 | Visión Artificial   En Rosan International, recientemente nos hemos interesado por los modelos de Tensorflow para Raspberry Pi. Para aquellos de vosotr@s con mejores...
13Jun

Raspberry Pi for Computer Vision

Setting up a Raspberry Pi to Prototype Tensorflow Computer Vision Applications At Rosan International we have been recently geeking out on Tensorflow models for Raspberry Pi. For those of you with better things to do in your free time than tinkering with single-board computers, let...