Category Artificial Intelligence

Revolutionizing Cardiorespiratory Rehabilitation with Artificial Intelligence

black and gray exercise equipment

In recent years, the healthcare industry has witnessed a remarkable transformation driven by technological advancements. Among these, artificial intelligence (AI) has emerged as a game-changer, offering innovative solutions across various medical fields. One area where AI’s impact is particularly profound…

Tool Wear Detection Using Machine Learning and AI

a close-up of a car engine

One of our recent projects was to apply novel computer vision techniques to come up with a scheme to detect tool wear during machining. Machining is an industrial manufacturing process that is applied to shape materials. Specialized materials are used…

GELAB’s New Version: Cyclone

water wave

Recently we pushed a new version of GELAB to its GitHub repository. The new version was compiled using Matlab R2023b. The mapper, that is already written in Java, was also updated with a fresh compile. Grammatical evolution is already a…

Grammatical Evolution and Its Cutting Edge

a sunbeam shines through a cave in the ocean

We were delighted to see our article about grammatical evolution getting published in a prestigious journal of IEEE. This is by the most detailed account of what GELAB is capable of. It lists all the background work as well as…

Diversity in Grammatical Evolution

assorted candies in plastic containers

Understanding the population dynamics of an evolutionary algorithm (EA) is very important. It helps us improve the algorithm as well as the optimization process. In this work, we analyzed the diversity of candidate solutions in the evolving population of grammatical…

Neural Correlates of Experience

Recently we published an article about the neural correlates of experience. More specifically, the research tries to explore what parts of the brain are activated when a more experienced person engages in an activity as opposed to an inexperienced person.…

Optimizing Cryptocurrency Portfolios via Deep Deterministic Policy Gradients (DDPG)

Executive Summary The financial sector has long debated the efficacy of active day trading versus passive “buy and hold” (HODL) strategies. In the volatile cryptocurrency market, traditional time-series forecasting often fails to account for non-linear market dynamics. This case study…

NUAV Testbed Goes Viral

Hi folks, We have made the source code of NUAV testbed available in the public domain. Now you can clone the repository and play with it. Detailed instructions are given in the readme files. Happy droning! Adil Raja / NUAV…