Devasis Bassu
Location: (Piscataway, NJ)
Personal Research Web Page: http://www.telcordia.com/innovation/index-research.html
Keywords: data mining, network analysis, machine learning, fast algorithms, pattern detection, data representation, data fusion, text analysis, classification
Posted on: Wednesday, June 3rd, 2009
Broad Research Area: AI / Machine Learning / Robotics / Vision, Information Systems / Information Science, Numerical/Scientific Computing / HPC / Data-Intensive Scalable Computing, Theory / Algorithms
Research Interests:
My research interests include theory and applications in the broad areas of data analysis, machine learning, information retrieval, signal processing, and system identification.
Currently, I’m working on…
* Development of theory and numerical algorithms for represenatation and analysis of high-dimensional data using randomization and diffusion techniques. This is a collaboration with a U.S. university.
* Development of network analysis algorithms/tools – including event detection and fault localization for real-world networks. We are investigating new models for cognitive computing for network management.
* Developement of theory and algorithms for information retrieval, filtering and classification for large document collections. This also includes cross-language retrieval.
One of the popular techniques for text IR – Latent Semantic Indexing (LSI) was invented here. URL: http://lsi.research.telcordia.com
Contact Information:
Email: email obfuscated - click to reveal
Phone: (732) 699-2699
