News
03/2012# I completed successfuly my thesis proposal.11/2011# I will co-edit together with John Mohr a special issue on Topic modeling for Humanities for the Journal of Poetics
11/2011# I received an NSF travel award to attend IEEE ICDM 2011 in Vancouver, Canada.
09/2011# Our paper on mining dynamic networks was accepted at ICDM 2011
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Summary
My name is Petko Bogdanov. I am a PhD student in the
Department of Computer Science, Univerity of California Santa Barbara. I received my Bachelor of Engineering from the
Technical University of Sofia, Bulgaria. Before joining the PhD program at UCSB, I worked for Sciant Ltd. (currently VMware) as a software engineer.
Research Interests
I am interested in scalable methods for search, mining and analysis of large graphs. Such graphs can represent social, information, communication or biological networks. For more details on my current and past projects, take look at projects. I am working under the guidance of Prof. Ambuj Singh.
Publications
Petko Bogdanov, Misael Mongiovi, Ambuj Singh, "Mining Heavy Subgraphs in Time-Evolving Networks", in Proceedings of IEEE ICDM, 2011 pdfPetko Bogdanov, Nicholas D Larusso, Ambuj Singh, "Towards Community Discovery in Signed Collaborative Interaction Networks", Social Interaction Analysis and Service Providers (SIASP) at IEEE ICDM, 2010 pdf
Petko Bogdanov, Ambuj Singh, "Fast nearest neighbors in large and composite networks", Army Science Conference, 2010
Petko Bogdanov and Ambuj K. Singh,"Function Prediction Using Neighborhood Patterns," IEEE/ACM Transactions on Computational Biology and Bioinformatics, November, 2009 publisher
Petko Bogdanov and Ambuj K. Singh,"Function Prediction Using Neighborhood Patterns," in BioKDD, August, 2008 pdf
Research Lab
I am part of the Bioinformatics, Distributed Systems and Databases Lab (DBL)
Curriculum vitae
My public profile on LinkedIn is here
You can find an up-to-date CV here
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