Advances of Machine Learning in Theory & Applications





Participant Students

Each year the AMALTHEA Program recruits and involves a group of about 10 undergraduate students. After a nation-wide recruiting campaign, the participant students are selected from among the applicants we receive through this very site. Then, they join us in Central Florida for 10 weeks in the summer (this period is referred to as the summer research experience ) and get involded into our research on the theory and applications of Machine Learning. The product of their research is available in our Showcase.




2008 Participants

The 2008 Program involves the following 13 undergraduate participants:

 
  • Roberto Miguez from Orlando, Florida. He majors in Electrical & Computer Engineering and attends University of Central Florida in Orlando, Florida.

  • Eric Astor from Swarthmore, Pennsylvania. He majors in Mathematics (Honors) and attends Swarthmore College in Swarthmore, Pennsylvania.

  • Todd Alexander from Melbourne, Florida. He is a senior in Computer Engineering and attends Florida Institute of Technology in Melbourne, Florida.

  • Hassan Ahmed from Miami, Florida. He majors in Electrical Engineering and Physics and attends University of Miami in Miami, Florida.

  • Gary Gramajo from Weston, Florida. He majors in Pure Mathematics and attends Florida State University in Tallahassee, Florida.

  • Rong Li from Melbourne, Florida. He is a junior in Electrical & Computer Engineering and attends Florida Institute of Technology in Melbourne, Florida.

  • Matthew Furstoss from Horseheads, New York. He majors in Brain and Cognitive Sciences and attends University of Rochester in Rochester, New York.

  • Michelle Fox from Milwaukee, Wisconsin. She majors in Computer Engineering and attends Milwaukee School of Engineering in Milwaukee, Wisconsin.

  • David Wax from Bozeman, Montana. He majors in Computer Science and attends Montana State University in Bozeman, Montana.

  • Noah Larsen from Auburn, Alabama. He majors in Computer Science and attends Auburn University in Auburn, Alabama.

  • Winnie Lung from Pasadena, Texas. She majors in Electrical Engineering and attends Texas A&M University in College Station, Texas.

  • Musa Yassin from Carolina, Puerto Rico. He majors in Computer Engineering and attends University of Puerto Rico, Mayaguez Campus in Mayaguez, Puerto Rico.

  • Jessica Sparks from West Lafayette, Indiana. She majors in Computer Engineering and attends Purdue University in West Lafayette, Indiana.




2007 Participants

The 2007 Program involved the following 7 undergraduate participants:

 
  • Andrew Stiles is from Alexandria, Virginia, and he attends Virginia Polytechnic Institute and State University in Blacksburg, Virginia. In Summer 2007 he was a junior majoring in Computer Engineering. During the AMALTHEA Program he worked on improving the accuracy of a Wake-up-Word speech recognition system by applying Hidden Markov models and Support Vector Machines. Andrew plans to continue his studies and graduate in May 2009 with an honors degree in Computer Engineering along with minors in Computer Science and Mathematics.

  • Brandon D. Schmitt is a EE senior from Florida Institute of Technology ocated in Melbourne, FL. Brandon joined FIT in the Fall of 2005 and the time of writing was is pursuing a Bachelor’s degree in Electrical Engineering. During the 2007 AMALTHEA Program Brandon focused on developing testing tools, working with a commercial speech recognition engine, and developing two novel methods of voice activity detection. Upon graduating from Florida Tech in the Spring of 2008, Brandon will be continuing through his Master’s Degree in Electrical Engineering specializing in signal processing.

  • Frederick "Tad" Gertz is a EE junior from Alfred University located in Alfred, NY. In Summer 2007 he was in the Electrical Engineering program of the Kazou Inamori School of Engineering, and was planning on attempting a minor in Glass Science or Photonics from the New York State College of Ceramics at Alfred University. In the AMALTHEA program he participated in the development of tools to help automate testing, error analysis, and implementation of a pitch detection algorithm. Finally, he was interested in pursuing graduate studies and, in particular, a career in Photonics and hoped very much to participate in graduate research in this area.

  • Maria Garcia Ayala was a 3rd year (in a 5-year undergraduate program) EE student from Universidad de Puerto Rico in Mayaguez, PR. Since she was a little kid she was curious about how things worked and always loved mathematics. During the summer experience in 2007 she helped in developing a new backward-adjusting algorithm to increase the accuracy of C4.5 tree classifiers. She plans to finish her Bachelor’s degree in May 2009 and then continue on to graduate studies. Eventually, she plans pursuing a doctoral degree.

  • Amy Hoover is a double-major Math & CS junior from University of Central Florida in Orlando, FL. At the time of writing (Spring 2008) she is finishing up her Honors in the Major Thesis. Her current research is related to her work she performed during the 2007 AMALTHEA experience, where she evolded Neural Networks to generate interesting drum patterns using the NEAT framework.

  • Jason Beck, a CE senior from University of Central Florida in Orlando, FL. During the 2007 AMALTHEA program he worked as the project software designer and coder and implemented a unique backwards adjusting phase into the decision tree classifier C4.5. Jason will be interning at Lockheed Martin while working to complete his Master’s degree at UCF in Spring of 2008.

  • Kelvin "Kel" A. Cardona Ruiz is a 3rd year (in a 5-year undergraduate program) CE student from Universidad de Puerto Rico in Mayaguez, PR. He lives in I’m from Bayamón, Puerto Rico. The AMALTHEA Program was his first research experience, during which he developed a MapReduce simulator on top of GridSim. Kel plans to graduate in Spring of 2009, after which he will consider his options for graduate school.




From left to right: Hoover, Gertz, Schmitt, Cardona, Stiles, Garcia and Beck.