1. From Diagnosis to Patient Experience: Evaluating Statistical Machine Learning and Deep Learning Models in Healthcare AI, Connor Phillips, Kaitlin Ciuba, Yogarajan Sivakumar [595B]

  2. Adversarial Robustness of Traffic Sign Recognition: Evaluating FGSM Attack on Models, Yasin Hasanpoor, Jingxuan Zhu, Shotitouch Tuangcharoentip [595B]

  3. [1st Place Award] Cost-Aware Multi-Agent Reinforcement Learning For StarCraftII, Rui Wei, Qingyang Yu, Zixun Xiong [595B]

  4. Machine Learning Fairness: Racial Bias in Healthcare Algorithm, Joneil James [595B]

  5. Investigating Bias in Heart Disease Prediction Model, Palak Sood,Sayan Seal, Sakshi Tawte [595B]

  6. Efficient AI: Optimizing Performance, Speed, and Sustainability, Dhavan Antal, Dhruv Dixit, Harsh Gautam [595B]

  7. Vision-Driven RL for Legacy Games: A Case Study in The World’s Hardest Game, George Mularadelis, Dhruv Prasanna, Jason Lee [595B]

  8. [2nd Place Award] Securing Image Classifiers Against Adversarial Attacks: A Study on CIFAR-100, Krishna Sai Srinivas Venigalla, Pradhyumna Nagaraja Holla, Sudharshini Harisaravanan [595B]

  9. How Aging Impacts Bias in Healthcare, Mohamed Arshad Peermohamed, Brandon Huang, Rafael Sanchez [595B]

  10. Symptoma – AI-Powered Symptom and Diagnosis Companion, Charaneesh Reddy Gadikota, Hruthik Lokesh Puppala, Gyana Sai Adusumilli

  11. Utilizing Social Media Sentiment to Predict BTC Pricing, Andrew Anantharajah

  12. NBA Win-Loss Predictions Using ML, Elizabeth MacDonald, Max Takacs, Sneha Banda

  13. Fake News Detection Using Machine Learning, Siyao Wu, Travis Chi

  14. Comparitive Analysis of Visual Classification of Produce Freshness Using Deep Learning, Kedarnath Naik, Om Gaikwad, Rushi Lunagariya

  15. Understanding Mental States: Multi-Class Depression Detection from User-Generated Text, Fiza Pathan, Azizul Haque, Sudhanshu Kakkar

  16. Avian Flu Spread Prediction, Emily Hey, Samanth Mani Veer Yedhupati, Poojan Mehta

  17. Lie Detection Using Micro-expressions with CNN and LSTM Networks, Javeria Dinar, Vansh Patel

  18. Beyond Frames: Hybrid Deep Learning Model for Video Action Recognition, Rajat Jaiswal

  19. [3rd Place Award] Beyond Stockfish: A Hybrid Chess Engine with Neural Intuition, Michael Burgazoli, Aidan Ouckama, Jame Kaddissi [595WS]

  20. Bias and Fairness in Illinois DOC Inmate Data, Nicole Angelini and Joshua Richter [595A]

  21. Classifying Hand Gestures With Machine Learning, Yuliya Daroshka, Dimitri Stamoutsos, Yanyan Xia, Robert Plastina [595A]

  22. Machine learning based Emergency Prediction & SOS Alert System, Anshul Rehpade, Braedon Fiume, Raghav Aggarwal [595A]

  23. Optimizing Diffusion Models for Accessible Animation, Carlos Serrano, Oliver Lee, Rishabh Sinha [595WS1]

  24. DC Microgrid Control Under Time-Varying ZIP Loads Using Online Learning, Mohammad Javad Najafirad

  25. Dynamic Soundscapes with Latent Diffusion Models, Christian Templin