AI-Tornado: An AI-based Software for analyzing Tornadoes from disaster event dataset

Abstract

AI-Tornado is a decision support system for analyzing Tornadoes from any Tornado-event dataset using artificial intelligence (AI) based algorithms. With automated linear and logistic regression, it identifies which tornado features (e.g., duration, speed, area) matter the most, in Tornado-related causalities with detailed AI-based explanations. Since all these explanations are automatically generated using Natural Language Processing (NLP), AI-Tornado can easily be used by a disaster strategist who has very limited knowledge of AI algorithms. This software can be accessed through Windows, iOS, and Android apps from a wide range of devices including mobiles, tablets, and desktops. AI-Tornado is available at https://github.com/DrSufi/BD_Tornedoes.