
About Me
I am a doctorate student from the Department of Computer and
Information Science and Engineering, University of Florida.
My doctoral adviser is
Dr. Joseph N. Wilson.
My research interests include:
- Machine learning
- Markov Chain Monte Carlo methods
- Graphical models
Before joining to the doctoral program, I was a master's student at the Department of Computer and Information Science and Engineering, University of Florida. Dr. Joseph N. Wilson was my thesis adviser. I completed my undergraduation in Computer Science and Engineering from the College of Engineering, Trivandrum, University of Kerala, India.
Topic modeling
I am currently interested in the applications of
topic modeling framework to continuous time varying
corpora (e.g. twitter, news streams), nonparametric Bayesian learning (e.g. Hierarchical LDA), and
online topic inference methods. For this work, I am collaborating with
Dr. Paul Gader ,
Dr. Joseph Wilson,
and Dr. George Casella.
Morpheus
I worked with Dr. Joseph N. Wilson as a research
assistant for the project
Morpheus,
a semantic based question answering system using deep web
sources by exploiting information from the DBpedia and
Wikipedia along with sample query answering strategies provided by users.
- Christan Grant, Clint P. George, Chris Jenneisch, and Joseph N. Wilson Online Topic Modeling for Real-time Twitter Search [URL]. TREC 2011 Notebook. October 2011.
- Clint P. George, Taylor C. Glenn, Joseph N. Wilson, Paul D. Gader, Claudio Fuentes, Vikneshwaran Gopal, and George Casella Topic Learning and Inference Using Dirichlet Allocation Product Partition Models and Hybrid Metropolis Search [URL]. Technical Report. The department of Computer and Information Science and Engg., University of Florida. September 2011.
- Claudio Fuentes, Vikneshwaran Gopal, George Casella, Clint P. George, Taylor C. Glenn, Joseph N. Wilson, and Paul D. Gader Dirichlet Allocation Using Product Partition Models [URL]. Technical Report. The department of Computer and Information Science and Engg., University of Florida. September 2011.
- Christan Grant, Clint P. George, Joir-dan Gumbs, Joseph N. Wilson, and Peter J. Dobbins, Morpheus: A Deep Web Question Answering System [URL]. In Proceedings Of The 12th International Conference on Information Integration and Web-based Applications and Services (iiWAS2010). Paris, France. November 2010.
Thesis
- Clint P. George, A Realm based Question Answering System using Probabilistic Modeling [URL]. MS Thesis, University of Florida, Advisor: Prof. Joseph N. Wilson
Quotes
"I've not failed. I've just found 10,000 ways that don't work." -- Thomas Edison
"I've not failed. I've just found 10,000 ways that don't work." -- Thomas Edison