Maciej Wielgosz

A small dataset consisting of short video clips, each containing one of six shapes (cone, cube, cylinder, monkey, sphere, torus) on a black background.

What is needed so that robots can work along with humans? Humans fear the unknown. Contemporary Artificial Intelligence (AI) systems have no way to directly incorporate any of the rules known to humans. Those two issues could be overcome if a way to extract, review, and update the rules governing the AI behavior existed. 

In the course of preparing several ML-related courses, I compiled a short handout containing useful things to know (and hard to find in one place) when entering into Machine Learning (and especially Deep Learning) field, and how to avoid common pitfalls. Its format is inspired by Cornell's note-taking method, containing short questions and (slightly longer) answers, with additional space left for the summary/notes.

Falls prevention, especially in older people, becomes an increasingly important topic in the times of aging societies. In this short concept paper, based on Marcin Radzio’s master’s thesis, we present Gated Recurrent Unit-based neural networks models designed for predicting falls (syncope). The cardiovascular systems signals used in the study come…