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Name: ACM Research

Type: Organization

Bio: Providing a structured research environment by guiding undergraduate students through semester-long Computer Science research projects.

Location: UT Dallas (Richardson, TX)

Blog: http://acmutd.co/research

ACM Research's Projects

agent-chase icon agent-chase

A game where one player tries to stop another from reaching the goals. This is meant to be a project demonstrating a genetic algorithm that succeeds for both players.

conceal-and-reveal icon conceal-and-reveal

Exploring Image Steganography and Steganalysis in a semester-long student led and professor advised research project in ACM Research.

deep-learning-for-brain-disorders icon deep-learning-for-brain-disorders

While deep learning for brain disorder diagnosis has become pretty advanced over the past few years, many studies have only focused on the diagnosis of one disorder. There are countless studies showing how effective deep learning is to detect Alzheimer’s, or schizophrenia, or brain tumors, but not any that try to detect all three. In this project, participants will use deep learning to classify 3-4 brain disorders, such as Alzheimer's and schizophrenia, using MRI brain scans, by creating a working probability model.

examining-social-media icon examining-social-media

ACM Research Fall 2021 | Survey the large-scale effect of modern-day social media and how its growing popularity and use has affected “mob mentality,” also known as crowd theory, and analyze the role of websites such as Twitter in influencing recent financial and economic trends.

explainable-artificial-intelligence icon explainable-artificial-intelligence

“Explainable AI” (XAI) is a hot topic in the machine learning research space, and for good reason: it allows researchers to get a glimpse into the once black-box algorithms that increasingly govern our digital lives. XAI is about understanding the predictions and reasoning that AI systems use.

finding-security-vulnerabilities icon finding-security-vulnerabilities

You will learn the basics of cybersecurity penetration testing and put your hacking skills to the test: our team will work together to find security vulnerabilities in a pre-existing, real-world, open-source software project. The ultimate goal is to be able to demonstrate a significant vulnerability and submit a pull request to patch it.

fraudulent-website-detection icon fraudulent-website-detection

ACM Research Fall 2021 | Develop multiple machine learning models to determine which approach would provide the most accurate fraud classifications.

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