Congratulations to the CSEE undergraduate students and groups who will be presenting posters on their research as part of the Fifteenth Annual UMBC Undergraduate Research and Creative Achievement Day. UCRAD features research, scholarship, and creative work carried out by UMBC undergraduates.

• Natée Johnson, X-Ray Study of Nano-Scale Superlattice Materials, 3:15pm-3:30pm, UC 310, Mentor: Dr. Fow-Sen Choa
   
• Sheriff Jolaoso, Spectrogram Analysis and Evaluation and Brainwave Appreciation of Music, 10:00am-12:30pm UC Ballrooom, Mentor: Dr. Fow-Sen Choa
   
• Morgan Madeira and Rachel Sweeton, Finding Communities through Social Media, 10:00am-12:30pm, Mentor: Dr. Anupam Joshi
   
• Ross Pokorny, 12:30pm-3:00pm, UC Ballroom, TweetCollector: A Framework for Retrieving, Processing, and Storing Live Data from Twitter, Mentors: Dr. Timothy Finin and Dr. Anupam Joshi
   
• David Shyu, Patient Identification and Diagnosis Using Fourier Analysis and Beam Forming of Multi-electrode Brain Wave Signals, 12:30pm-3:00pm, Mentors: Dr. Fow-Sen Choa and Dr. Elliott Hong
   
• UMBC Game Developers Club, Innovations in Computer Game Development, 12:30pm-3:00pm, Mentor: Mr. Neal McDonald